Author Index

A Akour, M., 667–673 Aarabi, P., 365 Al Asmar, A.R., 667–673 Abadi, M., 22 Al Qassimi, N., 484 Abbasi, B., 295 Al Rahem Jarrah, A., 667–673 Abbasi, Z., 163 Al Saad, Z., 667–673 Abbey Lambertz, M., 627 Al Saeed, I., 129 Abbod, M.F., 301 Alamillos, A.M., 301 Abdollahian, M.A., 295–299 Alanen, O., 12 Abdou, H.A., 742 Ala’raj, M., 301 Abellán, J., 301, 741 Alashkar, T., 365 Abidoye, A.P., 185–190 Albanese, M., 49 Abraham, J.M., 596 Albers, S., 701 Abrams, L., 93, 94 Albert, P., 499, 500 Abramson, J., 129 Albin, E., 115, 116 Abu-Falahah, I., 70 Alencar, F.A.R., 370 Abut, H., 479 Alfonseca, E., 407 Adams, B., 160 Ali, M.I., 628 Addepalli, S., 351 Ali, Z., 530 Adell, J., 479 Alim, S., 622 Adesina, A.O., 186 Aljawarneh, S.A., 318 Affeldt, F.S., 483 Allen, J., 21, 62 Afgan, E., 351 Ally, M., 103 Afonin, O., 82, 83 Almagambetov, A., 370 Agada, R., 43 Almeida, L., 712 Agarwal, A., 22 Almeida, M.O., 635 Agarwal, B., 399 Almeida, T., 369–373 Agarwal, R., 725 Al-Rubeaan, K., 651 Agarwal, Y., 701 Alsaleh, M.N., 163 Agbele, K.K., 186 Alshara, Z., 163 Agirre, E., 407 Altayev, S., 37, 730, 758, 760 Agosto-Padilla, W., 12 Althoff, F., 477 Agrawal, A., 502 Altman, E.I., 326 Agrawal, G., 492 Alvarado, A., 203 Agrawal, R., 288, 545 Álvarez, C., 162 Ahlan, A.R., 483 Alwagait, E., 622 Ahmad, A., 569, 725 Alzubi, K.A., 70 Ahmad, S.J., 318 Amantini, A., 65 Ahmed, D.T., 208 Amardeilh, F., 629 Ahmed, M., 114 Ambler, S.W., 227 Ahmed, S., 295 Amdahl, G.M., 453 Ahmetovic, D., 370 Amenyo, J.T., 569 Ahmetyanova, A.I., 34 Amgoth, T., 185 Ahn, B.T., 370 Aminian, K., 736 Ahn, S., 203 Amiri, A., 295 Ahn, S.H., 288 Amit, S., 239 Aichholzer, O., 684 Amoroso, E.G., 67 Ainsworth, S., 326 Anagnostakis, K.G., 89 Ajasa, A.A., 478 Anagnostopoulos, G., 653 Ajayi, B.A., 483 Anand, S., 459 Akers, M.D., 326, 327 Anderson, D.J., 210 Akinyemi, L.A., 478 Anderson, D.R., 260, 261

© Springer International Publishing AG, part of Springer Nature 2018 765 S. Latiﬁ (ed.), Information Technology – New Generations, Advances in Intelligent Systems and Computing 738, https://doi.org/10.1007/978-3-319-77028-4 766 Author Index

Anderson, D.V., 478 Aylett, M., 46 Anderson, R.J., 753 Ayres, F., 207–212 Anderson, T., 411 Azadi, M., 61–68, 745–755 Andersson, C., 530 Azar, D., 530 Andreou, A., 203 Azeez, N.A., 186 Andrew, G., 422, 425 Aziz, K., 164 Andrew, R.L., 390 Andrikopoulos, V., 160 Andronico, A., 628 B Andro-Vasko, J., 397–402, 701–707 Ba, H., 352 Ang, T.L., 589 Babar, M., 101, 203 Angelov, C., 710 Bach, M.P., 731 Angryk, R., 318 Bachmann, K., 668 Ani, A.I.C., 569 Backes, M., 124 Aniceto, M.C., 303, 741 Badgett, T., 529 Anicic, D., 721 Baek, H.J., 476 Anita, S., 241 Baesens, B., 742 Ansari, R., 370 Baeza-Yates, R., 25 Antonatos, S., 89 Bagshaw, S.M., 735 Anuar, K., 12 Baguma, R., 113 Aoyama, T., 589 Bahl, P., 701 Appel, J.M., 746 Bai, Y., 20 Appiah-Kubi, P., 11–16 Baidyussenov, R., 759–760 Aquino, A., 352 Bailenson, J.N., 414, 415, 417 Aquino, C.M.S., 579 Bailey, J., 461, 462 Ara, A., 741 Bailey, M., 754 Arabie, P., 461, 462 Baitassova, A., 370 Arafeen, M.J., 460 Baker, D., 621 Arao, A., 175–182 Baker, K., 691 Araujo, L., 652 Baker, K.S., 627 Araújo, M., 312, 467, 509 Baker, S., 478, 606 Araújo, M.A.P., 328, 654 Baker, T.P., 710 Araujo, S.C., 635 Balaban, A.T., 631 Archer, W., 411 Balahur, A., 312, 314 Arf, F., 101 Balakrishnan, H., 187 Argawe, M., 12 Balasubramanian, M., 370 Arif, B., 25–31 Balcão Filho, A.F., 75 Arisholm, E., 528, 530 Balcerek, J., 370 Arkin, E.M., 683 Ballard, D.H., 569 Aronson, A.R., 549 Ballesteros, M., 422, 423 Aronson, D., 651 Baltrusaitis, T., 364 Arpaci-Dusseau, A., 390 Baluja, S., 478 Arpaci-Dusseau, R., 390 Banda, J., 318 Arpaia, M., 49 Bandler, R., 411–413 Arraes, C., 579 Banea, C., 312 Arshad, Y., 483 Banerjee, A., 163 Arthur, D., 461 Banitsas, K., 27 Artto, K., 203 Baniya, B.K., 399 Asami, T., 142 Banka, M., 227 Askeland, J., 370 Banzhaf, W., 528 Astels, D., 248, 249 Bao, F., 69, 103 Asuncion, A.U., 459 Barbosa, J.R., 276–278, 282 Asuncion, H.U., 459 Barbosa, L.A., 405 Atan, R., 227 Barea, R., 569 Attar, V.Z., 399 Barham, P., 22 Atwald, Y., 102 Barnes, N., 390 Aubert, B.A., 159 Baroni, M., 407 Auer, S., 19, 406 Barrère, F., 517–524 Auer, T., 683 Barreto, F.M., 467–472, 509–514 Augustine, J., 701 Barros, A.J., 380 Augusto, C., 651–658 Barros, M., 213, 214 Avasarala, S.R., 701–707 Barros, R., 201 Avesani, P., 460 Barthel, D., 738 Awad, M., 25 Barton, M.D., 391 Awasthi, A.K., 69 Bartus, H., 89–92 Aydin, B., 318 Basili, V.R., 328, 414, 485, 656 Author Index 767

Baskin, I., 631 Bianchi, L., 203 Bass, L., 451 Bidarian, A., 660 Basset, D.R. Jr., 737 Bidgoli, H., 62 Bastani, F.B., 530, 531 Biedl, T.C., 585 Bates, B., 235 Bieler, J., 451 Batista, I.D.S., 483 Biham, E., 133 Battaglia, D., 282 Bilal, K., 164 Battaglia, M., 203 Bilek, M.M.M., 662 Bauer, M.R., 632, 633 Billinghurst, M., 477 Baumgartner, C., 721–723 Binder, R.V., 529 Bawar, Z., 459 Binz, T., 160 Bay, H., 319 Biolchini, J., 76 Baybutt, P., 62 Biryukov, A., 133 Beaufays, F., 357 Bischof, H., 478, 606 Beaver, W.H., 326 Bischoff, H.A., 737 Beck, K., 248 Bishop, C.M., 19, 276, 398 Becker, J., 500 Bishop, M., 64 Becker, K., 312 Biswas, A., 731 Becvar, Z., 351 Bitar, N., 141 Bederson, B.B., 378 Bizer, C., 19, 406 Bedwell, P., 93 Bjarnason, E., 226 Beecham, S., 203 Black, M., 606 Beghin, L., 737 Blömer, J., 106 Behjat, L., 208 Bloom, B.S., 211 Behnam, M., 712 Blum, C., 683, 684, 692 Bein, D., 397–402, 427–432, 701 Blum, M., 21, 326 Bein, W., 397–402, 701–707 Bock, D.G., 390 Beizer, B., 527–530 Boeckler, F.M., 632, 633 Bejnordi, B., 595 Boettiger, C., 390 Belhumeur, P.N., 478 Böhm, M., 160 Bellare, M., 106–108 Bohner, S.A., 226 Bellovary, J.L., 326, 327 Bojanowski, P., 421, 422, 425 Belmann, P., 391 Boldyreva, A., 108 Beloglazov, A., 162 Bollacker, K., 19, 405, 406 Benedict, K., 492 Bolzoni, D., 753 Benevenuto, F., 312 Bommisetty, S., 82 Bengio, Y., 19, 51 Bompard, E., 67 Benicasa, A., 370 Bonacin, R., 75–80 Benitti, F.B.V., 214 Bond, K., 747 Benjamas, N., 114 Bondia, J., 652 Ben-Yacoub, S., 478 Bonetti, T.M., 213 Benzekri, A., 517–524 Bonﬁm, D., 326 Beresford, A.R., 352 Bongers, K., 735, 736 Bergasa, L.M., 569 Bonifácio, B.A., 214 Berghout, E., 414 Bonnet, C., 77, 721 Bern, M., 683 Bonniord, E., 11–16 Bernardo, C.G., 325 Bonomi, F., 351 Bernareggi, C., 370 Booch, G., 225 Bernsen, N.O., 25 Boranbayev, A.S., 33–37, 729–730, 758–760 Bernstein, D.J., 70 Boranbayev, S.N., 33–37, 729–730, 757–760 Bernstein, M., 51 Bordes, A., 19, 20, 406 Berry, G., 248, 249 Borg, M., 226 Berthier, R., 114 Borgatto, A.F., 214 Bertoldi, A.D., 380 Borges, C.E., 702 Bessette, D., 129 Borges, G.C., 483 Bessis, J., 325 Borges, S.S., 207 Betteridge, J., 20, 21, 406 Borisov, N., 114 Beydoun, G., 159, 160, 162, 164 Bormann, C., 721 Bézivin, J., 499, 500 Borodin, A., 701, 702 Bhandari, M.W., 380 Borrmann, J.M., 370 Bhargava, B., 351 Borsack, J., 390 Bhattacharjee, U., 434 Boscarioli, C., 287 Bhattacharyya, C., 362 Bostock, M., 380 Bhattacharyya, P., 314 Bottou, L., 22, 405, 406, 422 Bi, Z., 370 Bou Ghosn, S., 692 Bian, J., 20 Boudaoud, K., 77 768 Author Index

Boudville, R., 569 Bucaioni, A., 225–232 Boufous, S., 475 Buck, I., 561 Boutalis, Y.S., 26 Buckles, B.P., 399 Bowes, D., 530, 531 Budanitsky, A., 405 Bowyer, K.W., 478 Budd, J.K., 731 Boye, C., 668 Bueno, A., 569 Boyer, J.H., 169 Bueno, P.M.S., 77 Boyer, J.P., 169 Bula, C., 736 Boyle, E., 622 Bulach, D.M., 561 Bozorgi, M., 447 Bullock, L., 668 Bozzon, A., 207 Bulusu, S.T., 517–524 Braatz Vieira, A.P.S., 577–587 Bunge, A.L., 660 Braccini, A.M., 500 Burdett, A.J., 476 Bradai, B., 370 Bures, T., 710 Bradski, G., 570 Burget, L., 421 Brady, T., 203, 621 Burke, E.K., 459 Braga, R., 328, 654 Burke, J.J., 623 Braga, R.G., 569–574 Burnikel, C., 685 Braglia, M., 203 Burns, A., 710 Bramer, M., 416 Burns, B., 115, 116 Brandi, A.C., 195, 196 Burnstein, I., 530 Branislav, K., 176 Burton, K., 411–413 Brants, T., 407 Burugari, M.V.K., 746 Braun, L., 144 Busso, M., 370 Bregler, C., 603 Butgereit, L., 221–224 Breiman, L., 362 Butler, C.W., 530 Breiner, S., 102 Butler, S., 208 Breitinger, F., 113 Buxton, B., 477 Bremges, A., 391 Buyya, R., 162–164, 492 Brendel, J., 752 Brevdo, E., 22 Brewer, J.L., 214 C Briand, L.C., 459, 528, 530 Caballero, J., 54 Brien, C.O., 49 Cady, F., 443 Brien, P.O., 43, 44 Cai, D., 422, 425 Bringhenti, C., 276–278, 282 Cai, J.Y., 72 Bringmann, O., 370 Cai, Z., 370 Brinkhoff, A., 203 Cala, J., 162 Brockett, P., 326 Calheiros, R.N., 162–164, 492 Broda, B., 26 Caliusco, M., 500 Broekman, B., 527–529 Callison-Burch, C., 405, 406 Brohez, S., 517 Camargo, H., 510 Brooks, C., 340 Caminero, C., 163 Brooks, R.R., 185 Campos, A.M., 215 Bröring, A., 721–723 Candida, A., 76 Brown, C.W., 195 Canedo, E.D., 287–293 Brown, I., 742 Cao, X., 366 Brown, J., 476 Cao, Y., 405 Brown, M.R., 693 Capalbo, N., 49 Brown, M.S., 365 Capilla, R., 163 Brown, Q., 43, 44 Caporaso, J.G., 560, 561 Brown, S.A., 411, 412 Carbonaro, A., 627–630 Brown, C.M., 569 Cárdenas, A., 67 Brownlee, J., 142 Cardie, C., 312 Brox, T., 603 Cardim, G.P., 195, 196 Brucker, P., 692 Cardoso, J., 510–513 Bruckman, L.S., 318 Carle, G., 144 Bruckstein, A.M., 688 Carlier, J., 692 Brugman, H., 45 Carlin, A., 49 Bruhn, A., 603, 605 Carlson, A., 20, 21, 406 Brunclkov, L., 333, 334 Carlson, J., 710 Bruni, E., 407 Carlson, R., 460, 462 Brusamolin, V., 201 Carneiro, E.M., 301–309, 731–733, 741–743 Bryant, B., 459–465 Carnieri, C., 326 Bryce, R.C., 459–465 Carpendale, M., 379, 381 Bsat, M., 478 Carpenter, G., 653 Author Index 769

Carrier, S., 333, 334 Chen, T.Y., 459 Carrillo-Marquez, V., 43 Chen, X., 21, 422, 425, 478 Caruso, D., 27 Chen, Y., 692 Carvalho, D.C., 318 Chen, Z., 22, 26, 370, 405 Carvalho, T., 51–58 Cheng, C., 295 Casadei, G., 627 Cheng, C.G., 589 Casalicchio, E., 164 Cheng, H., 295 Casallas, R., 162 Cheng, H.K., 159 Casares-Giner, V., 153, 154 Cheng, J., 21 Casey, E., 81 Chesire, A., 203 Castañé, G.G., 163 Chesñevar, C.I., 195 Castellani, A.P., 721 Cheung, G., 44 Castellano, G., 301 Cheung, R.S., 43 Castellano, J.G., 741 Chi, H., 81–83 Catal, C., 530 Chiang, R.H.L., 427 Catherine, S., 239 Chin, E., 113 Causevic, A., 459 Chitra, S., 312 Cavalcante, R., 197 Chiu, Y.T., 370 Ce, H., 12 Cho, H., 287, 288, 589 Cecatto, J.R., 317–323 Cho, J., 106 Cenys,ˇ A., 36, 77 Choi, H., 27 Cernocky,` J., 421 Choi, J., 370 Cerpa, N., 203 Choi, J.M., 476 Cerqueus, T., 163 Choi, K.Y., 106 Chadha, A., 288 Chomsky, N., 197 Chalasani, P., 21 Chorás, M., 65 Challagulla, V.U.B., 530, 531 Chou, L.-D., 186 Chambers, S., 256–260 Chovancova, E., 451 Chan, S., 113 Chow, E.J., 627 Chandra, R., 701 Christman, J.H., 62 Chandrashekar, J., 701, 702 Christmann, C., 452, 453 Chandrika, M., 433 Chu, C., 459, 462, 530 Chang, A.J., 93 Chua, T.-S., 26 Chang, B., 422, 425 Chung, C.J., 115 Chang, C., 530 Chung, Y.-C., 370 Chang, J.H., 69 Chung, Y.D., 745, 746 Chang, K., 478, 580 Churkina, T.E., 614 Chang, M., 443–447 Cicchetti, A., 225–232 Chang, P., 422, 425 Ciccozzi, F., 225–232, 451–458 Chang, Z., 12 Ciompi, F., 595 Chao, H.-C., 186 Citro, C., 22 Chapmani, R., 530 Claise, B., 142 Chareonnivassakul, S., 359–366 Clark, J., 459 Charoenvitvorakul, C., 359–366 Clark, S., 425 Charvat, J., 222 Cleland-Huang, J., 226, 227, 459 Chase, P., 77 Clements, P., 451 Chatzichristoﬁs, S.A., 26 Cloud, E.E., 559 Chatzou, M., 390 Clune, J., 51 Chaudhari, Q., 175 Cobb, C., 753 Chavan, K., 545 Cobo, M.L., 195 Chazelle, B., 685 Coelho, R.C., 528 Chelba, C., 407 Coen-Porisini, A., 102 Chellappa, R., 478 Cohen, D., 233 Chen, D., 19, 21, 22, 186, 406 Cohen, J.P., 43 Chen, D.Y., 370 Cohen, M.B., 459 Chen, F., 411, 478 Cohen, W.W., 20, 21 Chen, G., 692 Cohn, M., 208, 214 Chen, H., 370, 398, 422, 427 Colaço Júnior, M., 411–418 Chen, H.-Y., 475 Colaço, M., 413 Chen, J., 578, 692 Colazzo, L., 628 Chen, K., 20, 405, 406, 421–423, 425 Colburn, T., 627 Chen, K.Y., 737 Colegrove, T., 621, 622 Chen, Q., 370 Collberg, C., 389, 390 Chen, R., 103, 476, 479, 692 Collins, M., 622 Chen, S.-C., 628 Collobert, R., 19, 405, 406, 422 Chen, S.-W., 370 Comaniciu, D., 461 770 Author Index

Compieta, P., 578 Dalpatadu, R.J., 443–447 Comte-Perret, S., 652 Dalpiaz, F., 521 Comyn-Wattiau, I., 76, 77 Daneshgar, F., 159, 160, 162, 164 Coninx, K., 415 Daneva, M., 226 Conklin, A., 43 Danielle, S., 239 Connolly, P., 623 Dantas, A., 213, 214 Conti, G., 53 D’Antonio, S., 65 Cook, A., 49 Daras, N., 5 Cook, N.R., 447 Das, C.R., 162 Cooper, W., 326 Das, S.G., 422 Copeland, L., 248, 249, 529 Dascalu, S.M., 491–498 Copeland, M., 398 Dastjerdi, A.V., 163 Cormen, T., 551, 552 Datta, S., 103 Corrado, G., 421–423, 425 Datta, S.K., 628, 721 Corrado, G.S., 20, 22, 405, 406 Daud-Gallotti, R.M., 415 Correia, R.C.M., 195–200 David, J.M.N., 328, 654 Corriss, L., 10 Davidovic, D., 351 Cortes, C., 757 Davie, B., 141 Cortés, G., 318 Davies, E.R., 569 Corumba, D., 413 Davis, A., 22 Costa, A.B., 731 Davis, A.M., 226 Covington, M., 150 Davis, E., 390 Cox, J.C., 552 Davis, R., 710 Craddock, L.L., 621 Davis, S.B., 433 Craig, C., 540 Davison, A., 569 Craig, M., 621 Davtyan, C., 241 Craig, R.D., 530 Dawson, M., 127–131 Cramer, R., 107, 110 Day, D., 115, 116 Crawford, C., 467, 509, 511 D’Cruze, H., 81–87 Cremers, D., 604, 606 de Andrade Gomes, P.H., 195, 196 Crews, R.T., 736 de Barros, C.P., 75 Crispin, L., 248 de Barros Santana, R.M., 233–243 Cristian, F., 176 de Berg, M., 683 Crnkovic, I., 709, 710 de Brito, L.M.P.L., 150 Cronbach, L.J., 211 de Campos, D.L., 195 Cronin, H., 736 de Charette, R., 370 Cserhati, G., 203 de Deus, F.E.G., 89 Cubel, J.C., 467 de Fátima Menezes, M., 413 Cunha, A.M., 276 de Figueiredo Carneiro, G., 159–164, 377–388 Cunha, S.C., 301–309, 731–733, 741–743 de Franco Rosa, F., 75–80 Cunha, S.S. Jr., 344, 614, 676 de Freitas, J.C.J., 467–472 Curk, T., 305 de Geus, P., 51–58 Curtis, M.W., 196 De Giusti, A., 452 Cussat-Blanc, S., 675 De Guzman, I.G.-R., 162 Cyganiak, R., 19, 406 De Landtsheer, R., 517 Czauderna, A., 459 de Lucia, A., 225 Czech, S.J., 413 de Matos Nascimento Filho, R., 377–388 de Meer, H., 153, 154 de Melo, M.M., 527–534 D De Melo, V.V., 528 da Cunha, A.M., 233–243, 245–253, 276, 301–309, 527–534, 731–733, de Moraes Lima, C.A., 632 741–743 de Oliveira Albuquerque, R., 89 da Puriﬁcação, C.E.P., 499–508 de Oliveira, G.A. Jr., 89 da Rocha Fernandes, J., 651 de Oliveira, G.W., 467 da Silva, C.E.S., 201–205 de Oliveira, M.G., 578 da Silva, D.A., 233–243 De Rainville, F.-M., 530, 531 da Silva Filho, H.C., 159–164 de Rezende, L.P., 509–514 da Silva, L.A., 287 De Rose, C.A., 162 da Silva, M.B.D., 483–489 De, S., 561 da Silva, P.C., 499–508 de Sousa, C.M., 195 da Silva Rodrigues, L.E., 213–218 de Sousa, M.S., 343–350, 614, 675–680 da Silva, R.P., 311–315 de Sousa Pinto, F., 255–265 Dabhi, R., 478 de Sousa, R.T. Jr., 89 D˛abrowski, A., 370 de Souza, A.D., 201–205, 213–218 Dahm, D.L., 661 de Souza Baptista, C., 578 Dallison, D., 621 de Souza, G.S., 195–200 Author Index 771 de Souza, J.G., 411–418 Dong, M., 26 de Souza, P.L., 267–273 Donkin, A., 532 de Souza, W.L., 267–273, 668 Donoghue, O.A., 736 de Tec, N., 414 Dorigo, M., 694 de Vasconcelos, L.E.G., 207–212 Doroz, R., 745, 746 de Vries, A.P., 25 Dörr, A., 632, 633 De Vries, D.K., 663 dos Reis, J.C., 312 De Young, C., 530 dos Santos, A.G.L., 312 Deakin, E.B., 326 dos Santos, A.M., 483–489 Deal, T.E., 10 dos Santos, C.N., 312 Dean, E., 53 dos Santos Forghieri Pereira, S.M., 267–273 Dean, J., 20, 22, 119, 405, 406, 421–423, 425, 545 dos Santos, P.H., 413 Deb, S., 692, 695 dos Santos, S.C., 233–243 Deborah, E., 176 dos Santos Soares, M., 483–489 Deering, D., 578 Doukas, C., 722 Dehzangi, O., 476 Doulkeridis, C., 545 Dekhtyar, A., 226 Downing, C., 725 Delamaire, L., 302 Doynikova, E., 77 Delfanti, A., 622 Dredze, M., 20 Delgado, J.L., 477 Dröge, J., 391 DeLozier, J., 411–413 Drouby, F., 692 Demšar, J., 305 Druzik, J., 668 Deng, F., 480 D’Souza, M., 561 Deng, J., 51, 480 Du, S., 295 Deng, L., 19 Du, Y., 365 Deng, R.H., 69 Duarte, Y.A.O., 738 Denise, M., 239 Dubois, D., 513 Dent, K.A., 412 Duc, V.H., 226, 227 Denton, A., 460, 462 Duchi, J., 407 Deri, L., 144 Duda, K., 141 Desai, A., 107 Dueck, D., 461 Desai, K., 596 Dufﬁe, D., 326 Deshpande, P., 12 Dugan, M.T., 326 Devillers, J., 631 Duh, K., 406 Devin, M., 22 Dulic, A., 414, 417, 418 Di, H., 421, 422 Duma, C., 76, 77 Di Pietro, R., 102 Duong, T.Q., 186 Di Stefano, J.S., 530, 532 Duraisamy, G., 227 Di Tommaso, P., 390 Durelli, V.H.S., 207 Dianu, M.-D., 11 Dustdar, S., 164 Dias, L.A.V., 233–243, 245–253, 275–283, 301–309, 527–534, Dutkiewicz, A., 318 731–733, 741–743 Dutta, A., 10 Didebulidze, A., 144 Dutta, M.K.K., 399 Diebold, F.X., 354 Dworaczyk, B., 27 Dillinger, M., 351 Dybkjær, L., 25 Dillon, S., 203 Dyer, C., 422, 423 Dilts, R., 411–413 Dini, G., 102 Dinis-Ribeiro, M., 589 E Diri, B., 530 Ebrahim, M., 312 Dirickx, Y.M., 731 Echterhoff, J., 721 DiStefano, J., 530 Ecker, R., 411 do Carmo, A.F.C., 195 Eckert, C., 52 Do, H., 460, 462 Eckman, E., 540 do Nascimento, F.B., 19–23, 311–315 Edelsbrunner, H., 683 do Nascimento, R.P.C., 483–489 Edler, F., 662 do Prado, A.F., 267–273, 668 Edmister, R.O., 326 Dohener, E.P., 736 Edoho, M., 433–441 Dolado, J., 530 Eggermont, M., 208 Dolev, S., 52 Egozcue, E., 65 Dolog, P., 628 Ehrmann, M., 312 Dolson, J., 370 Eilu, E., 113 Domingo, M.C., 477 Eisenbeis, R.A., 326 Domingos, P., 460 Eisenberg, D.A., 62 Dong, C., 421, 422 Eisenstein, J., 421 Dong, J., 692 Ekelhart, A., 76, 77 772 Author Index

Ekpenyong, M., 433–441 Feher, C., 52 Elbaum, S., 459 Feiertag, N., 709 Eler, D.M., 195–200 Feldt, R., 226 Elia, F., 43 Feledi, D., 76 Elish, K.O., 528, 530, 531 Felizardo, L.F., 614 Elish, M.O., 528, 530, 531 Feller, R.L., 668 Elisseeff, A., 352, 355 Felt, A.P., 113 Eljil, K.S., 652 Felzardo, L.F., 614 Elliott, R.A., 167, 168 Feng, F., 422 Elliott-Cirigottis, G., 621 Feng, H., 597 Ellis, S., 66 Feng, Y., 421–426 Elovici, Y., 52 Fenton, N.E., 530 El-Yaniv, R., 701, 702 Fenz, S., 76, 77 Emeakaroha, V.C., 141 Fernandes, D.D., 255–265, 275–283 Emenecker, J., 459 Fernandes, G., 741 Emerson, T., 425 Fernandes, J.M., 214 Endres, C., 477 Fernandes, P. Jr., 343–350, 614, 675–680 Engebretson, P., 64 Fernández, I., 702 Engle, S., 64 Fernando, N., 351 Engström, E., 160, 226 Ferrandis, D.T., 153 Ennesser, F., 721 Feuerlicht, G., 318 Enser, P.G., 25 Feussner, H., 351 Ephremides, A., 151, 152 Fewster, M., 530 Epps, J., 461, 462 Finch, B.G., 578 Eppstein, D., 683 Finkelstein, A.C.W., 225 Erdélyi, R., 701, 702 Finley, T., 197 Erjavec, A., 305 Fiorani, M., 692 Ermelstein, P., 433 Fittkau, F., 162 Eschweiler, S., 95, 96 FitzPatrick, P.J., 326 Esmoris, A., 195 Fitzsimmons, T., 114–116 Esparza, O., 722 Flanagan, J., 326 Espinoza, A., 226, 227 Fleg, J.L., 738 Esteve, E., 652 Fleming, L., 621 Etzioni, O., 21 Flite, C.A., 747 Evans, C., 19, 405, 406 Flood, D., 226 Evans, P., 540 Flórez, D.S., 149–158 Everding, T., 721 Flynn, P., 478 Evesti, A., 76 Flynn, P.J., 478 Evgeniou, T., 633 Fokus, F., 144, 145 Followell, R.R., 261 Folorunso, C.O., 478 F Folstein, M.F., 738 Fabro, M., 752 Folstein, S.E., 738 Facciolo, G., 606 Fontichiaro, K., 621 Fagundes, F., 287–293 Fook, C.Y., 195 Fahringer, T., 163 Ford, K.S., 661 Faiola, A., 725 Fortin, F.-A., 530, 531 Falco, J., 63 Fortino, G., 722 Falkner, J., 452, 453 Fortuna, B., 731 Falzone, M., 569 Fortune, S., 15 Fan, B., 370 Fotouhi, F., 26 Fan, T., 692 Fowler Junior, F.J., 485 Fang, R., 628 Fowler, M., 222, 225 Fang, Y., 722 Fox, B.C., 746 Fapojuwo, A.O., 149 Fox, J., 445, 446, 627 Fardo, M.L., 213 Fox-Brewster, T., 93 Farias, M.A.D.F., 413 Främling, K., 722 Faruquie, T.A., 623 Frank, A., 528, 530, 531, 533 Fasel, B., 478 Frank, E., 305, 362, 532 Fatema, K., 141 Franklin, M.T., 390 Faulks, I.J., 476 Freeman, E., 235 Favre, T., 391 French, R.H., 318 Faye, R.M., 675 Freund, Y., 478 Fayi, S.Y.A., 93–99 Frey, B.J., 461 Fayyad, U.M., 287 Frey, M., 203 Feddern, C., 603 Frey, S., 162, 164 Author Index 773

Fried, D., 406 Georgakopoulos, S.V., 177 Fried, L.P., 735 Gerds, T., 447 Frieder, O., 399 Gergle, D., 411 Friedman, A., 750, 751 Gerino, A., 370 Friedman, D.A., 414, 415, 417 Gerlitz, H., 169 Friedman, J., 416 Germanus, D., 65 Frosolini, M., 203 Gertrudes, J.C., 635 Fu, Y., 365 Gewali, L.P., 683–688 Fujii, S., 590 Ghafoorain, M., 595 Fuks, H., 411, 412 Ghanbari, H., 163 Fuller, R.M., 411, 412 Ghani, N., 164 Furfaro, A., 49 Ghazali, O., 141–147 Ghazi, B.M., 301 Ghemawat, S., 22, 119, 545 G Gheorghe, A., 63 Gabrielsson, S., 439 Ghildiyal, S., 186 Gaffney, J.E. Jr., 530 Ghimire, D., 399 Gaillard, R.C., 652 Ghobadi, S., 203 Gain, J., 208 Ghodekar, P., 545 Gal, V., 509, 511 Gholami, M.F., 159, 160, 162, 164 Galhardo, V.A.C., 735–739 Ghosh, A.K., 675 Galitskiy, A.V., 35 Ghosh, S.K., 685 Galli, M., 500 Ghosn, S.B., 692 Galloway, M., 333–340, 559–565 Giacomino, D.E., 326, 327 Gålnander, M., 709–717 Giaxa, R.R.B., 412, 413 GançArski, P., 321 Gibbs, M., 39–42 Gandarilla, H., 3–6 Gibiec, M., 459 Ganga, I., 141 Gilbert, K.J., 390 Gangemi, A., 273 Gilbert, R.R., 163 Ganitkevitch, J., 405, 406 Gioppo, L., 722 Gao, B., 20 Giorgini, P., 517, 521 Gao, C., 124 Girma, A., 101–104 Gao, J.T., 73 Girotto, M., 318 Gao, Q., 405 Girschick, T., 632 Gao, W., 73 Gitlow, H., 530, 531 Gao, Z., 421–426 Gitlow, S., 530, 531 Garbajosa, J., 226, 227 Gitman, L.J., 326 Garcés, K., 162 Gkritsi, A., 214 Garcia, C., 121 Glass, E., 561 García, J., 203 Gloger, B., 214 Garcia, R.E., 195–200 Gnabode, S., 569 García, V., 741 Goats, C.C., 660 Garcia-Duran, A., 20, 406 Godi, M., 105–111 García-Gabin, W., 652 Goff, D.A., 746 García-Galán, J., 162 Gofman, M., 119–125, 475–480 García-Osorio, C., 195 Goh, D.H., 214 García-Pedrajas, N., 195 Golbeck, J., 27 Garcke, J., 634 Goldberg, Y., 19 Gardner, M., 20, 21 Golden, L., 326 Garey, M.R., 684, 691 Goleman, D., 413 Garg, N., 186 Golgowski, N., 750 Garg, S.K., 162, 652 Gollmann, D., 67 Garland, M., 561 Gomes, C., 201 Garland, S.M., 561 Gomes, P.H.A., 195–200 Garrison, D.R., 411 Gomez, A., 569 Gatti, M., 312 Gomez, A.E., 370 Gau, C., 476 Gómez-Palacios, C., 195 Gaved, M., 621 Gomez-Perez, A., 79 Gazzard, P., 501 Goncalves, G.S., 233–243, 245–253 Ge, Q., 407 Gonçalves, P., 312 Ge, T., 422, 425 Gonen, M., 447 Geddes, L.A., 663 Gong, J., 370 Gehlot, V., 468 Gonzales, R.C., 569 Gehrke, J., 750 González, M.P., 195 Geng, L., 545, 546 Gonzalez, T., 691 Gentry, C., 71 Goodfellow, I.J., 22 774 Author Index

Goodrich, M., 749, 751 Gunn, S.R., 295 Gopinath, K., 746 Guo, D., 365, 578 Gopinath, S., 69 Gupta, A., 21, 186 Goraczko, M., 701 Gupta, N., 659–664 Goranin, N., 36, 77 Gupta, P.K., 613–617 Gorantla, A., 208 Gupta, R., 701 Gordon, D., 318 Gupta, S.K., 163 Gordon, M., 399 Gurule, K., 604 Gordon, M.D., 399 Gurung, B., 683–688 Gorschek, T., 226 Gusev, M., 351 Gorup, Cˇ ., 305 Gustafson, J.L., 453 Gotel, O.C.Z., 225 Guthrie, R., 421 Gotrtrand, F., 737 Gutmann, M., 22, 406, 475 Goulet, C., 340 Guyon, I., 352, 355 Graeber, R., 27 Gyawali, R., 684 Graf, N., 27 Gyrard, A., 77 Graham, D., 530 Graham, T.D., 64 Grance, T., 749 H Granholm, A., 451–458 Haas, C., 203 Grantham Lough, K., 729 Haas, R., 203, 578 Graton, F., 255–265 Hackl, T., 684 Grausberg, P., 475 Haddad, H.M., 214, 467, 528 Grave, E., 421, 422, 425 Hadziosmanovic, D., 753 Graves, A., 424 Haight, J., 103 Gray, D., 530, 531 Halaschek-Wiener, C., 27 Grbac, T.G., 528, 530 Hall, C., 133 Green, A., 49 Hall, J., 67 Greenberg, A., 141 Hall, K., 407 Greene, B.R., 736 Hall, M., 362, 530, 532 Greenleaf, G., 123 Hall, R., 702 Greenwald, B.D., 596 Hall, T., 203, 530 Greenwald, J., 528, 530, 531, 533 Hallaq, B., 49 Greenwood, D., 162 Halstead, M.H., 530 Gregory, J., 248 Hamari, J., 207 Grieco, L.A., 102 Hamdan, A., 318 Grieskamp, W., 459 Hamid, A., 142 Grifﬁths, R., 168 Hamilton, H.J., 545, 546 Grimm, C., 722 Hamilton, J., 443 Grinder, J., 411–413 Hammond, J.L., 151 Grinder, M.T., 195 Hammoudeh, M., 102 Gringeri, S., 141 Han, D.S., 370 Gritzalis, S., 162 Han, G., 186 Grobler, M., 77 Han, H., 343 Groen, A., 43 Han, J., 305, 545 Gross, J., 141 Han, L., 235 Gross, T.R., 12 Hanbury, A., 25 Grossberg, S., 653 Hanna, E., 701, 702 Groth, S., 251 Hänninen, K., 710 Grove, M., 27 Hansen, A., 761–762 Grünvogel, S., 467, 470 Hansmann, U., 247 Gu, M., 370, 528, 530 Hao, D., 459 Guadagno, L., 226 Hara, T., 186 Guan, C., 370 Harchaoui, Z., 604 Guariguata, L., 651 Hardisty, E.A., 195 Guarino, N., 75, 267, 268 Hare, C., 750 Gueret, C., 691, 692 Harman, L.B., 747 Gueron, S., 133–137 Harman, M., 459, 460, 462 Guibas, L.J., 685, 686 Harmanani, H.M., 691–698 Guillet, H., 443 Harp, A., 22 Guillod, L., 652 Harper, R., 468 Guimarães, G., 207–212 Harrell, F.E., 443 Guizani, M., 113, 186 Harrington, K., 675 Gunapati, V.Y., 318 Harris, S.M. Jr., 491–498 Gunaratne, N.G.T., 295–299 Harrold, M.J., 459, 462 Gunka, A., 159, 160 Hart, W., 659 Author Index 775

Hartel, P.H., 753 Hirschberg, J., 461, 462 Hashemi, R., 604 Hirschberger, G., 414, 415, 417 Hasib, M., 7–10 Hirst, G., 405 Hasim, R., 201 Hládek, D., 390 Hasler, B.S., 414, 415, 417 Hmurcik, L.V., 659–664 Hassan, M., 692 Hocevar,ˇ T., 305 Hassan, O., 693 Hoch, S., 477 Hassane, A., 468 Hochreiter, S., 357, 424 Hasselbring, W., 162, 164 Hodges, S., 701 Hastie, T., 416, 443 Hoed, R.M., 288 Hastings, J.T., 211 Höfﬂer, T., 412 Hat, R., 559, 560 Hoffstein, J., 70 Hatebur, D., 517 Hogan, D.B., 168 Hatta, N., 701 Hojat, M., 412, 413, 415 Hattori, M., 421, 422 Holmes, G., 362, 532 Haxel, F., 370 Homann, F., 684 Hayashi, T., 589 Homann, M., 684 Hayes, J.H., 226 Homow, S., 102 Hayes, M.H., 478 Hong, J.W.-K., 356, 357 Haykin, S., 262, 275, 398 Hong-Chung, C., 762 Hazan, E., 407 Honório, K.M., 631–637 He, D., 113 Hook, R., 251 He, G., 478 Hooman, A., 742 He, H., 421–426 Hopﬁeld, J.J., 398 He, J., 158 Hopkins, J., 746 He, P., 528 Horgan, F., 736 He, Q., 545 Hörkkö, M., 302 Head, M., 212 Horn, B.K.P., 603 Healy, P.D., 141 Horn, D., 736 Hebert, M.H., 569 Horridge, M., 269, 273 Heckman, R., 411 Horrocks, I., 629 Heer, J., 380 Hosmer, D.W. Jr., 328, 329, 443 Heer, T., 101 Hosny, A., 391 Heinz, C., 722 Hossain, A., 569 Heinzelman, W., 352 Hossain, M., 495, 627 Heinzelman, W.R., 187 Hossain, M.A., 318 Heisel, M., 517 Hossain, M.M., 498 Held, M., 683 Hossain, S.A., 365 Hempelmann, C.F., 77 Höst, M., 413, 416 Hendler, J., 27 Hou, J., 26 Hendriks, E.A., 477 Houben, G., 207 Henig, D., 333, 334 Houde, J.-F., 159 Henrique, P., 413 Houle, J.-L., 333–340 Henze, N., 628 Houmansadr, A., 114 Herga, Z., 731 Hovig, E., 389 Hermans, J., 70 Hovmarken, L., 246 Hern, A., 93–96 Howard, M., 64 Hernandez-Cons, N., 701 Howard, Z., 623 Hernandez-Serrano, J., 722 Hruschka, E.R. Jr., 20, 21, 406 Hertel, S., 685, 686 Hsieh, J.W., 370 Herzog, A., 76, 77 Hsu, C., 295–297 Hespanha, J.P., 478 Hsu, C.-Y., 692 Hesse, K., 162 Hu, J., 114 Heuer, M.L., 390 Hu, T., 589, 614 Hevner, A.R., 222 Hu, X.B., 613–617 Hicinbothom, J., 343, 675 Hu, Y., 318, 459, 742 Higaki, H., 175–182 Hu, Y.P., 69, 73 Highsmith, J., 222, 225 Huang, C., 422, 459 Hijazi, S., 352 Huang, C.N., 422 Hilbert, M., 427 Huang, D., 115 Hill, F., 407 Huang, F., 422, 425 Hill, R., 27 Huang, H., 295–297 Hinton, G.E., 52, 54 Huang, J., 44, 614 Hipp, J., 288 Huang, X., 370, 422, 425 Hira, A., 622 Huang, Y., 651 Hirsch, M., 352 Huang, Z., 51, 460 776 Author Index

Hubballi, N., 114 Ivers, R., 475 Hubert, L., 461, 462 Ives, Z., 19, 406 Huda, S., 295–299 Iwahashi, N., 433 Hudson, J.C., 64 Iwane, N., 124 Hugo, R., 208 Iyengar, S.S., 185, 628 Hui, M.C., 623 Hui, R.T.Y., 411 Huljeni, D., 528 J Hull, J., 552 Jaafar, A., 725 Hummen, R., 101 Jacob, G., 52, 53 Hummer, W., 164 Jacobs, P., 721 Hung, L.-H., 390 Jacobson, I., 225 Hunter, D., 213 Jacobson, S.M.V., 144 Huo, Q., 76 Jacobson, T., 326 Huotari, K., 207 Jadav, J.B., 478 Huovinen, T.T., 12 Jadoonanan, S., 569 Hur, S., 569 Jahanian, F., 754 Huring, J., 692 Jain, A.K., 433 Hurley, U., 623 Jairak, K., 483, 484 Hurriyetoglu, A., 312 Jajodia, S., 49, 102 Hurtado, F., 686, 687 Jakobsson, M., 227 Hussain, A., 478 James, G., 443 Hussain, Z., 569 Jamil, N.J.B., 411, 412 Hutcheson, M.L., 530 Jammu, A., 745 Hutter, R., 65 Jana, P.K., 185 Hutton, D.V., 687 Janaki, V., 318 Huwang, L., 295, 296 Janarthanan, V., 203, 214 Hwang, J.Y., 106 Jang, C., 370 Hynes, M.M., 622 Jang, E., 370 Hyun, S., 370 Jang, I.S., 365 Hyvärinen, A., 406, 461 Jang, S., 287, 288 Janicke, H., 49 Jansen, A., 483 I Jansle, V., 579 Ibarra, B., 660 Janssens, D., 517 Ibrahim, M., 351 Jararweh, Y., 163 Ibrahim, O., 288 Jarrah, M., 163 Igarashi, K., 479 Jaskiel, S.P., 530 Iliinsky, N., 377 Jell, T., 721–723 Illés, J., 545 Jenkins, W., 333–340 Imai, M., 530, 531 Jensen, K., 469 Imielinski,´ T., 288 Jensen, M.B., 370 Inamdar, P., 12 Jeremy, E., 176 Inayat, I., 226 Jernite, Y., 421 Ingram, R.C., 380 Ji, M., 343 Innes, E., 737 Ji, Y., 370, 539–550 Inselberg, A., 580 Ji, Z., 421, 422 Inthurn, C., 528 Jia, J., 603 Inyang, U., 433–441 Jia, X., 226 Ioannidis, J.P., 390 Jia, Y., 22 Irani, S., 701 Jiang, L., 26 Irving, G., 22 Jiang, S., 365 Irwin, J.D., 476 Jiang, Y., 370 Isaacs, B., 736, 738 Jie, Y., 370 Isard, M., 22 Jimenez, I., 390 Ishak, K.A., 478 Jin, W., 26 Ishak, Z., 725 Jin, Y., 25 Islam, S., 162 Jindal, P., 12 Islam, S.R., 627 Jino, M., 75–80 Islam, Z., 530 Jirka, S., 721 Isotani, S., 207 João, R.S., 577–587 Isselhardt, B.J., 277, 279 Jodrá, P., 479 Itakura, F., 479 Johannessen, E.B., 528, 530 Ito, H., 701 Johansson, G., 203 Itou, K., 479 John, B., 239 Ivanova, M., 318 John Berti, C., 750 Author Index 777

John, V., 370 Karaﬁát, M., 421 Johns, A., 622 Karamizadeh, S., 742 Johnson, D.S., 684, 691 Karanam, H.P., 623 Johnson, G.P., 377 Karaoglu, C.F.B., 352 Johnson, G.S., 377 Karat, J., 725 Johnson, M.I., 660 Kargin, Y., 318 Johnston, R., 256–260 Karhunen, J., 461 Jokipii, E., 107 Karimi, H.R., 295 Jolliffe, I., 461 Karlen, M., 405, 406, 422 Jolly, R.K., 318 Karlin, S., 495 Jones, J.M., 701, 702 Karlof, C., 186 Jones, K., 49 Karne, R., 12 Jonsson, J., 709 Karpathy, A., 51 Jorgensen, P., 248 Karre, S., 459 Joslyn, C.H., 622 Karthikayen, J., 241 Joulin, A., 421, 422, 425 Karthikeyan, S., 52, 53 Joux, A., 751 Karypis, G., 631 Jowers, I., 621 Kasahara, S., 701 Józefowicz, R., 22 Kashdan, T.B., 413 Juchau, R., 326 Kasheﬁ, O., 351 Judmayer, A., 123 Katkar, V.D., 397, 398 Juhár, J., 390 Kattan, M.W., 447 Juknius, J., 36 Katz, A.M., 413 Julia, S., 467–472, 509–514 Kauppinen, M., 226 Jun-feng, B., 452 Kavishe, A.F., 614 Jung, J., 725–727 Kavukcuoglu, K., 405, 406, 422 Jung, J.M., 725–727 Kavuri, S.N., 295 Júnior, M.C., 411, 413 Kawahara, Y., 142 Jurafsky, D., 422, 425 Kawakami, K., 422, 423 Jutla, D., 77 Kay, R., 443 Jyothi, V.E., 226 Kayla, S., 176 Kazman, R., 451 Ke, X., 710 K Keerthi, S., 362 Kabadjov, M., 312 Keith, H., 540 Kabir, M.H., 627 Kelkar, S.N., 11 Kacey, E., 241 Kelsey, J., 133 Kadel, L.A., 754, 755 Kennedy, A.A., 10, 89 Kadish, D., 414, 417, 418 Kennedy, K., 741 Kaebisch, S., 721, 722 Kenny, R.A., 736 Kaehler, A., 570 Keoh, S.L., 101 Kafaie, S., 351 Kerne, A., 27 Kaiki, N., 433 Kernjak, S.P., 477 Kaise, M., 589 Kersten, M., 318 Kaiser, L., 22 Keynan, I., 760 Kakhanov, Z., 760 Khairkar, A.D., 76 Kaku, T., 589, 595 Khajeh-Hosseini, A., 162 KalaJames, E.A., 478 Khalfallah, J., 411 Kalapa, P., 49 Khamphakdee, N., 114 Kalgotra, P., 288 Khan, L., 25 Kalloniatis, C., 162 Khan, S.U., 164 Kamber, M., 305 Khan, T., 736 Kamil, A., 142 Kharbutli, M., 163 Kammenhuber, N., 144 Kharpal, A., 93, 94, 96 Kamran, K., 239 Khatkar, P., 115 Kanade, T., 478, 569 Khattak, U., 201 Kanban, G., 210 Khawaji, A., 411 Kane, N.C., 390 Khelil, A., 721 Kang, J., 478 Khomh, F., 160 Kang, J.-M., 356, 357 Khosla, A., 51 Kang, W., 77 Khudanpur, S., 421 Kanmani, S., 76, 77 Khuri, S., 692 Kannan, G., 186 Khurram, S., 141–147 Kanode, C.M., 214, 467 Kiayias, A., 123 Kansal, A., 701 Kiefer, M.A., 451 Karadag, O.O., 26 Kikuste, I., 589 778 Author Index

Kim, C., 370 Kratzer, N.M., 477 Kim, D., 370 Kratzke, N., 162 Kim, E.K., 162 Krause, J., 51 Kim, J., 627 Krause, P., 501 Kim, J.S., 365, 476 Kravalova, J., 407 Kim, J.W., 365, 745, 746 Krcmar, H., 160 Kim, S., 370, 745, 746 Krco, S., 722 Kim, T.-H., 89 Krebs, M., 621 Kim, Y., 287, 288, 421 Kriaia, L., 12 Kim, Y.S., 69, 476 Kriegel, K., 684 Kimos, M.C., 596 Kriegman, D.J., 478 Kinsey, R., 622 Krikun, M., 405 Kiruthiga, N., 478 Krishnamurthy, J., 20, 21 Kisiel, B., 20, 21, 406 Krishnaswamy, A., 478 Kitamura, T., 433 Kristiyanto, D., 390 Kitchenham, B., 76, 160 Krivitsky, A., 214 Klassmann, A., 45 Krizhevsky, A., 52 Kleiner, M., 499, 500 Krotoﬁl, M., 67 Kletz, T.A., 521 Krus, D.A., 729 Kliazovich, D., 164 Kruse, C.S., 746, 748 Kneckt, J., 12 Kruskal, W.H., 463 Knuth, D.E., 685 Kshirsagar, D.D., 76 Kobayashi, T., 433 Ku, S., 530 Kobilarov, G., 19, 406 Kub, M., 589 Koch, G.G., 211 Kublal, A., 569 Kocher, P., 133 Kubler, S., 722 Koc-Januchta,´ M., 412 Kubo, M., 595 Kodali, M., 225–232 Kudlur, M., 22 Koehn, P., 407 Kühn, H., 159, 160 Koenig, W., 433 Kuhns, F., 710 Koh, E., 27 Kuipers, D., 752 Kohlberger, T., 603 Kuksa, P., 405, 406 Kohlrieser, G., 325 Kuksa, P.P., 422 Koinig, U., 77 Kulik, J., 187 Kolahi, S.S., 12 Kulkarni, P., 545 Koletsis, P., 26 Kullar, R., 746 Kolla, M., 227 Kumar, K., 351 Kolodnytsky, M., 25 Kumar, L., 530 Kolosnjaji, B., 52 Kumar, P., 318 Kolter, J.Z., 52 Kumar, S., 76, 133, 530, 533 Komssi, M., 226 Kumar, S.S., 101 Kondo, T., 370 Kumar, U., 530 Kong, L., 476, 479 Kumar, V., 288, 545, 570 Konieczka, A., 370 Kummer, N., 414, 417, 418 Kooi, T., 595 Kuramoto, M., 589, 595 Kopetz, H., 175 Kurti, D.L., 621 Kopittke, B., 326 Kurti, R.S., 621 Kopparapu, S.K., 479 Kurtz, C., 321 Korhonen, A., 407 Kusdaryono, A., 150 Korolov, M., 3 Kutner, M.H., 443 Kotenko, I., 77 Kuusijarvi, J., 76 Kott, A., 62 Kuznetsova, A.R., 34 Kotzias, P., 54 Kwak, D., 627 Kousaridas, A., 351 Kwak, K.-S., 627 Koutsonikolas, D., 12 Kwasnicka, H., 26 Kovacic, S., 26 Kweon, I.S., 370 Kovács, F., 545 Kwok, Y., 552 Kovács, L., 390 Kwon, T., 106 Kozar, A.K., 725 Kyamakya, K., 475 Kraemer, H.C., 443 Kraft, D.H., 399 Kraft, T.L., 169 L Kramer, D., 721, 722 La Polla, M., 113 Kramer, S., 632 Labiche, Y., 459 Krasna, M.J., 596 Laborde, R., 517–524 Krasnov, V., 134 Ladeira, M., 287–293 Author Index 779

Lafayette, W., 77 Lessmann, S., 742 Lafferty, J.D., 424 Leung, H., 530 Lakkaraju, H., 405 Leutner, D., 412 Lal, S., 69 Levenberg, J., 22 Lamberth, C.D., 380 Levinson, J., 370 Lampathaki, F., 483 Lewis, G., 176 Lample, G., 422, 423 Lewis, J., 606 Lan, C., 91 Lewis, M.C., 761–762 Landgrebe, T., 318 Lewis, P.H., 25 Landis, J.R., 211 Leymann, F., 160 Landman, A.B., 746 Leyvraz, P.F., 736 Lang, F.M., 549 Li, B., 596 Langmead, B., 561 Li, J., 26, 528 Larsen, J., 67 Li, K., 528 Larsson, M., 709 Li, M., 422 Laubenbacher, R., 391 Li, N., 312, 545, 750 Lawhorn, N.A., 380 Li, P., 12 Lawson, C.L., 688 Li, S., 421, 422, 459 Lazcano, V., 603–611 Li, W., 421, 422, 425 Le, C.U., 554 Li, Y., 370, 421, 422 Le Phuoc, D., 721 Li, Z., 159, 632 Le Prado, C., 509, 511 Li, Z.-N., 399 Le, Q.V., 405 Liang, S., 721 Leão, H.A.T., 287–293 Liang, Y., 77 Leavesley, G.H., 491 Liao, K., 578 LeBlanc, D., 64 Liaw, C.-F., 692 Lebrão, M.L., 738 Librelotto, S.R., 288 LeCun, Y., 311–315, 757 Liebman, N., 411 Lee, C., 226 Likhar, P., 12 Lee, C.S., 214 Lim, E.G., 554 Lee, D.D., 461 Lim, S.-H., 162 Lee, H., 745, 746 Lim, S.H.N., 662 Lee, H.B., 476 Lima, C.A.M., 631–637 Lee, J., 399, 477 Lima, I., 276–278, 282, 345, 677 Lee, J.M., 627 Lima, L.F., 571 Lee, K.O., 150 Lin, C., 480 Lee, L., 333 Lin, G., 141 Lee, M., 370, 569 Lin, L., 370, 421, 422 Lee, S., 203 Lin, T., 685, 692 Lee, S.B., 390 Lin, W., 370, 742 Lee, S.H., 69 Lin, Y., 268 Lee, T., 570 Lin, Z., 459 Lee, W.-T., 77 Lindé, J., 326 Lee, Y., 725 Lindl, R., 477 Leek, J.T., 390 Linkov, I., 62 Leek, T., 49 Linnenkamp, U., 651 Leenen, L., 77 Linse, D.J., 675 Lehmann, J., 19, 406 Lipsitz, S.R., 746 Lehoczky, J., 710, 711 Lipson, H., 51 Lei, W., 614 Liske, G., 106 Leimeister, S., 160 Litjens, G., 595 Leiserson, C., 551, 552 Litoiu, M., 163 Leitner, P., 164 Little, S., 443 Lekkas, D., 113 Liu, B., 89, 312 Lélis, C.A.S., 325–331, 651–658 Liu, C., 421, 422, 551, 725 Lemeshow, H. Jr., 443 Liu, F.-H., 77 Lemeshow, S., 328, 329 Liu, J., 351, 701, 702 Lemmens, R., 721 Liu, L., 150, 365 LeMoigne, J.J., 569 Liu, P., 422 Lenkova, P., 312 Liu, S., 106, 365, 366 Lennox, C., 326 Liu, T.C., 596 Leo, R.A., 3 Liu, T.-Y., 20 Leon, D., 459 Liu, X., 20 Leon, O., 722 Liu, Y., 479 Leonardis, A., 478 Liu, Z., 69, 89, 370, 478, 692 Leres, C., 144 Llorente, I.M., 160, 162, 163 780 Author Index

Lo, H.Z., 43 Macherey, W., 405 Lo, S., 685, 692 Maciel, I., 413 Lobanova, N., 360 Mackowiak,´ K., 370 Loconsole, A., 226 Maconachy, W.V., 9 Lofstead, J., 390 Madan, B.B., 701 Loke, S.W., 351 Madaus, G.F., 211 Long, F., 27 Madhusudhanan, B., 312 Longo, M., 351–357 Madraky, A., 318 Lopardi, A.L.S., 325–331 Mafaler, R., 318 Lopez, M.E., 569 Maglaras, L., 49 López, P., 427 Mahalik, H., 82 López-Trinidad, M.A., 477 Mahalingam, M., 141 Lopriore, L., 102 Mahmood, A.N., 114 Lorenz, M., 722 Mahoney, F.I., 738 Lou, H., 203 Maia, F., 652 Lough, K.G., 729 Maimuna, M., 239 Loukili, A., 12 Mäki-Turja, J., 709, 710, 712, 714 Louzada, F., 741 Maldonado, A., 203 Low, G., 160, 162 Maleerutmongkol, N., 359–366 Lozano-Tello, A., 79 Maleki, M.R., 295 Lu, B., 312 Malge, A., 527 Lu, B.L., 422 Malhotra, R., 295 Lu, D., 614 Malik, A.W., 164 Lu, G., 721 Malik, J., 603 Lu, W.C., 675 Malishevsky, A.G., 459 Lu, Y.H., 351, 589 Mallat, S., 590–592, 596 Lu, Z., 370 Malone, A., 360 Lubiw, A., 585 Maloof, M.A., 52 Lucassen, G., 268 Maltarollo, V.G., 635 Luciano, E.M., 484 Maltzahn, C., 390 Luiz, R.L.M, 614 Mamaghani, F., 753 Lukasik, W., 226, 227 Mambo, M., 69 Luke, S., 692 Mammadav, M., 295 Lull, W.P., 668 Mamta Madan, M.M., 141 Luna, J.M., 288 Man, K.L., 554 Lunardi, G.L., 487, 489 Manata, B., 203 Lundbäck, J., 709–717 Manavella, A., 370 Lundbäck, K.-L., 709–717 Mancini, L., 102 Luo, S., 235 Mané, D., 22 Luo, W., 578 Manegold, S., 318 Luo, X., 208 Mani, B.S., 176 Luong, J.H., 651 Maniezzo, V., 627 Lupu, C., 479 Manjunath, B., 52, 53 Lupu, V., 479 Manning, C.D., 19, 21, 22, 405, 406, 422, 425 Luyten, K., 415 Manola, F., 629 Lv, J., 295 Manson, D.P., 49 Lynch, M., 163 Mäntylä, M.V., 160 Lynn, T., 141 Marais, P., 208 Lyu, M.R., 528 Marasco, E., 208 Lyubashevsky, V., 71 Marcal, I., 195 Marciniak, T., 370 Marclay, S., 736 M Marco, G., 326 Ma, H., 69 Marcus, G., 390 Ma, J., 614 Marcus, N., 411 Ma, S., 51 Mardeni, R., 12 Ma, W.-Y., 20 Marechal, S., 751 Ma, X., 235 Margulis, S.A., 318 Macdonald, J.R., 659 Maria, A., 579 MacDonald, V.H., 151 Marias, K., 27 Maceachren, A.M., 578 Marin, C.H.V., 195 Macedo, H., 369–373 Marinos, A., 501 Macedo, H.T., 19–23, 311–315, 405–409 Markatos, E.P., 89 Mach, P., 351 Markeloff, R., 77 Machado, J.B., 268 Markstrom, S.L., 491 Macherey, K., 405 Markwood, I.D., 479 Author Index 781

Marqués, A.I., 741 Meingast, M., 746 Marrouche, W., 691–698 Meinhardt-Llopis, E., 606 Martens, B., 159 Meireles, M.A.C., 214 Marthandan, G., 742 Meisters, G.H., 688 Martin, E., 150 Melanson, S.E., 746 Martin, V., 90 Melis, R., 735, 736 Martinelli, F., 113 Mello, J.L.C., 735–739 Martínez, A.M., 301 Melo, F., 162 Martinez, M., 411 Melo, J.S., 343, 675 Martins Costa, E.S., 159–164 Meltzer, S.J., 596 Martins, J., 248 Memon, A.M., 459, 462 Martins, M.A., 415 Méndez, M., 452 Martins, W.M., 569–574 Mendonça, M., 413 Mascetti, S., 370 Mendoza, J.A., 627 Mashhadi, S., 69, 70 Meng, M.Q.-H., 596 Masiteng, K., 221 Meng, T., 614 Masluk, A., 119–125 Mens, T., 451 Mastrocola, V.M., 213 Menzel, M., 162 Masuko, T., 433 Menzies, T., 528, 530–533 Matei, S.A., 725 Merdith, A., 318 Mateos, C., 351–357 Merkel, D., 560 Mathias, S., 736, 738 Meschtscherjakov, A., 477 Mathiassem, L., 203 Mesos, A., 493 Matos, L., 369–373 Messai, M.-L., 186 Matsunaga, H., 589 Meunier, P., 63 Matsushita, Y., 603 Meyer, F., 561 Matsuzaki, T., 425 Mialaret, L.F.S., 301–309, 731–733, 741–743 Matthews, J.N., 114–116 Mian, M.A., 530 Matthews, L.D., 660 Mian, P.G., 76 Mattord, H.J., 49 Miani, R.S., 483 Matuck, G.R., 255–265, 275–283 Miao, J., 480 Mauricio, S., 239 Micali, S., 108 Maurizio, D.T., 501 Miccoli, I., 662 Mauša, G., 528, 530 Michael, M., 370 Maxwell, C.J., 168 Michaels, L.A., 151, 152 May, L., 241 Michalski, L., 668 Mayer, W., 500, 503 Michalski, S., 668 Mayﬁeld, K., 40 Michele, M., 239 Mayhew, S., 479 Michie, D., 333 Mays, G.P., 380 Miguel, M.A., 328, 654 Mazhitov, M., 759–760 Mihalcea, R., 312 Mazo, R., 76, 77 Mihal’ov, J., 451 McBride, B., 629 Mihaylov, V., 459 McCabe, T.J., 530 Miikkulainen, R., 675 McCaffery, F., 226 Mikkelsen, L., 722 McCallister, E., 749 Miklos, M., 176 Mccallum, A., 422, 424 Mikolov, T., 20, 405–407, 421–423, 425 McCosker, A., 622 Milito, R., 351 McCrohan, K., 10 Miller, E., 629 McDaid, K., 226 Miller, G.A., 19, 405, 406 McDermid, R.C., 735 Miller, J., 668 McGraw, G., 63 Miller, V., 203 McGregor, J., 495 Milner, R., 468 McGuinness, D.L., 629 Miluti-novic,ˇ M., 305 McHardy, A.C., 391 Minamoto, T., 589–592, 595–601 McHugh, P.R., 738 Minelli, M., 119 McKenzie, D.R., 662 Miner, S.K., 106 Mclean, T.J., 661 Mirandola, R., 163 McMinn, P., 459 Miryala, S., 692 Medina, B., 213 Mishra, A.K., 186 Meer, P., 461 Mishra, B.D., 20, 21 Mehlhorn, K., 685, 686 Misra, S., 530 Mehmood, A., 124 Mistrot, J.M., 27 Mehrabi, S., 585 Mita, S., 370 Mehta, G., 208 Mitchell, B., 40 Mei, H., 459 Mitchell, J.S.B., 683 782 Author Index

Mitchell, S., 683 Mukerjee, D., 103 Mitchell, T.M., 20, 21, 406 Mukherjee, T., 163 Mitic, J., 721–723 Müller, C.A., 477 Mitra, S., 475–480 Muller, D.E., 688 Miyajima, C., 479 Mulzer, W., 684 Mizioka, L.S., 245–253 Muniz, D.L.B., 736 Mobasher, G., 288 Munoz, J.L., 722 Mobius, B., 433 Mura, W., 201 Mock, S.A., 377 Murata, T., 468 Moeslund, T.B., 370 Murchony, O., 101 Mogadala, A., 312 Murray, D.G., 22 Møgelmose, A., 370 Murthy, K., 362 Moghaddam, B., 478 Myers, A., 753 Mohamed, L., 301 Myers, E.W., 27 Mohania, M.K., 623 Myers, G.J., 529 Mohror, K., 390 Možina, M., 305 Molero, E.C., 12 N Molina, M., 144, 145 Nachtsheim, C.J., 443 Molinari, A., 628 Naenudorn, E., 239 Molinos, E.J., 569 Najaﬁ, B., 736 Molitorisz, K., 451 Najjaran, H., 414, 417, 418 Mollaoglu, S., 203 Nakano, R., 692 Moloja, M.D., 113–117 Nam, G., 162 Monbaron, D., 652 Napoli, R., 67 Monette, G., 445, 446 Naranjo, A., 159 Monga, R., 22 Narra, J.M., 427–432 Monteiro, M., 159–164, 377–388 Nartker, T., 390 Montini, A.A., 255–265, 275–283 Nascimento, A.M., 527–534 Montini, D.A., 255–265, 275–283 Nashashibi, F., 370 Moody, A., 390 Natali, A., 501 Moore, J.-S., 390 Natali, C., 76 Moore, S., 22 Nataraj, L., 52, 53 Mooreﬁeld-Lang, H., 623 Natkin, S., 467, 470, 509, 511 Mora-Camino, F., 569–574, 614, 675 Navas, J., 233–243 Moraes, L., 226 Navas, T.I., 149–158 Moraila, G., 389, 390 Nayak, U.S.L., 736, 738 Morais, H., 201 Nealand, A., 746, 748 Morand, D.A., 411 Nedevschi, S., 370, 702 Morandi, D., 102 Nee, R.V., 11 Moreira Filho, T.R., 527 Neil, M., 530 Moreira, V., 312 Nejdl, W., 628 Morency, L.P., 364 Nekrutenko, A., 389 Moreno, M.A., 627 Nelson, B., 81 Mori, Y., 596 Nemuraite, L., 501 Morimoto, Y., 589, 595 Nerurkar, A., 72 Morris, A.A., 652 Neter, J., 443 Morrison, J.P., 141 Neto, P.S., 326 Moser, E.G., 652 Neves, M.T., 614 Moshirpour, M., 208 Ng, A., 406 Moskovitch, R., 52 Ng, A.Y., 19, 21, 22 Mota, R.L.M., 569, 614 Nguyen, P.Q., 71, 73 Motik, B., 629 Niaki, S.T.A., 295 Motta, R., 651–658 Nicholson, A., 49 Motz, C., 333, 334 Nickel, C., 113 Mount, D.M., 685 Nickolls, J., 561 Mour Barrett, G., 360 Nienhüser, D., 370 Mouratidis, H., 162 Nigro, C., 468 Mousavi, S.M., 295 Nihtila, T., 12 Moussa, R., 530 Ning, X., 631 Moyer, R.C., 326 Nirenburg, S., 77 Moyers, B.T., 390 Niswonger, R.G., 491 Mozzaquatro, P.M., 288 Niwattanakul, S., 239 Mpekoa, N., 113 Noel, S., 49 Mubeen, S., 709–717 Nolin, M., 710 Mues, C., 731, 742 Nolte, T., 712 Author Index 783

Nonaka, I., 222 Olson, R., 561 Noonan, C., 622 Olstedt, K., 722 Noore, A., 530 Omachi, M., 370 Nordlander, J., 709 Omachi, S., 370 Nordman, B., 701, 702 Omar, M., 129 Norouzi, M., 405 Omeni, O., 476 North, D., 267, 272 Omid, M., 742 Norton, R., 475 Omura, H., 589, 590, 595–601 Nørvåg, K., 545 Ondáš, S., 390 Norvig, P., 276, 277, 279, 311 Ong, H., 12 Nosowitz, D., 479 Oniga, F., 370 Notenboom, E., 527–529 Onyegbula, F., 129 Notoatmodjo, G., 65, 751 Oravec, M., 478 Notredame, C., 390 Orazem, M.E., 660 Noy, M., 686, 687 Ordonez, M.J., 528 Noy, N.F., 629 O’Regan, C., 736 Nunes, D.P., 738 O’Reilly, P.J.P., 151 Nunes, I.D., 483–489 O’Rourke, J., 683 Nunes, M.A.S.N., 411 Orrego, A., 530 Núñez, A., 163 Orsillo, S.M., 413 Nunna, S., 351 Osborne, J., 226 Nurbekov, A., 37, 730, 758, 760 Osherovich, E., 688 Nuriddin, A., 621 Osho, O., 81 Nurkas, A., 757–758 Osman, A.S., 141, 142 Nurmuradov, D., 459–465 Osório, F.S., 370 Nurusheva, A., 33–37, 729–730 Ostermann, S., 163 Nussbaum, M., 509, 511 Othman, Z., 318 Nyknahad, D., 701 Ou, X., 366 Ougiaroglou, S., 288 Ovaska, E., 76 O Overmars, M., 683 Oakland, J.S., 261 Oxley, J., 412 O’brien, L.A., 635 Ozer, O., 203 Obrst, L., 77 Obuchowski, N., 447 Ochola, E.O., 185–190 P Ochsenreiter, W., 175 Paar, C., 133 Ocker, R.J., 411 Paarmann, D., 561 O’Donovan, S., 208 Pacheco-Paramo, D., 153, 154 Odubiyi, J., 43, 44 Padﬁeld, G.D., 344, 676 Ogaard, K., 527 Padhye, J., 701 Ogata, T., 589 Padhye, S., 69–73 Ogievetsky, V., 380 Padillo, F., 288 Ogurtsova, K., 651 Padmapriya, S., 478 O’Halloran, A., 736 Paganini, P., 97 Ohida, S.O., 81 Painumkal, J., 491–498 Ohlsson, M.C., 413, 416 Paja, E., 517, 521 Ohura, R., 589, 590, 596 Pal, A., 150 Oja, E., 461 Palathingal, L., 498 Okamoto, E., 69 Palau, C.E., 722 Okpala, H.N., 621 Palhoco, A.R.M.S., 413 Okuyucu, C., 399 Paludo, L., 214 Oladipo, O., 569 Palumbo, E., 390 Oladipupo, K., 478 Pan, J., 312 Olah, C., 22 Pan, J.-S., 26 Olaru, A., 596 Pan, L., 235 Olbertz-Siitonen, M., 411 Pan, S.J., 632 Olde, R.M., 735, 736 Panchwagh, M.M., 397, 398 O’Leary, M., 43 Pang, B., 333 Olifer, D., 77 Papamarkos, N., 26 Olivares, E., 722 Papatheocharous, E., 203 Oliveira, J.G.B., 579 Papert, S., 622 Oliveira, L.B., 207–212 Paradowski, M., 26 Oliveira, P.R., 631–637 Parde, N., 208 Olivete, C., 195–200 Parise, A., 49 Olsen, P., 64, 749–755 Paritosh, P., 19, 405, 406 784 Author Index

Park, H., 103 Petrova, M., 11 Park, K., 287, 288 Petry, F.E., 399 Park, K.S., 476 Pettersson, J.S., 113 Park, Y., 569 Pfahringer, B., 362, 532 Paro, H.B.M.S., 415 Pfeiffer, G., 133 Parsia, B., 27 Pﬂeeger, S.L., 226 Pa¸sca, M., 407 Pfnür, H., 662 Paschalis, G., 288 Phelps, D., 569 Pascual, M.B., 301 Philipsen, M.P., 370 Pasquier, M., 652 Phillips, A., 81 Passat, N., 321 Phillips, V., 208 Passetti, E., 203 Phillips, W., 208 Passos, L.M.S., 467 Piaget, J., 622 Patah, L., 201 Piatetsky-Shapiro, G., 287 Patel, A.G., 628 Piattini, M., 162 Patel, K., 208 Piccinini, F., 627–630 Patel, R., 360 Piccolo, A., 49 Patel, S., 659–664 Pidcock, C., 46 Paterson, K.G., 106 Pierpaolo, C., 501 Pathak, G., 701 Pillai, K., 318 Patil, S.N., 545 Pilz, A., 684 Patry, M., 159 Pimentel, M., 411, 412 Pattanaik, V., 614 Pineda, M., 691 Paul, R.A., 530, 531 Pinheiro, C.A.M., 345, 677 Paul, U., 731 Piniarski, K., 370 Paulus, R., 405 Pinson, E., 692 Pavlovicova, J., 478 Pinter, Y., 421 Pavlyukevich, I., 693 Pinto, R.M.C., 415 Pearson, M., 141 Piparia, S., 459–465 Pechenizkiy, M., 288 Pipher, J., 70 Pedersen, B.S., 561 Piraghaj, S.F., 163 Pedregosa, F., 461 Pires, L.F., 267–273 Pedreiras, P., 712 Plankensteiner, K., 163 Pei, J., 305, 545 Planning, S., 527 Pei, W., 422, 425 Plourde, K., 62 Peikert, C., 71 Plummer, E., 561 Pelaez, C., 684 Pock, T., 604, 606 Pellegrini, R.M., 201–205 Pocock, A., 622 Pelzl, J., 133 Podgurski, A., 459 Penatti, O.A., 26 Podnar Zarko, I., 722 Pencina, M.J., 447 Podsiadlo, D., 736, 738 Peng, F., 422 Pointon, J., 742 Peng, H., 27 Polajnar, M., 305 Peng, R.D., 389, 390 Pollack, J., 675 Pengfei, G., 370 Pollard, E., 370 Pennebaker, J.W., 411, 412 Pollock, L., 459 Pennington, J., 405, 406 Polubelova, O., 77 Pentland, A., 478 Pontil, M., 633 Penya, Y.K., 702 Pop, M., 561 Peralta, L.M.R., 150 Popa, R.A., 91 Perea-Ortega, J.M., 312 Popa, V., 427–432 Pereira, A.C.M., 312 Porter, A., 476 Pereira, F.C.N., 424 Porwik, P., 745, 746 Peres, S.M., 287 Pouyanfar, S., 628 Pérez, C., 160 Powell, T., 39 Pérez, J.C., 160, 162, 163 Powers, D.M.W., 444 Pérez-Castillo, R., 162 Prabakaran, S., 614 Perktold, J., 530, 531 Prabhakar, S., 433 Perry, K., 596 Prabhu, D., 399 Peshek, T.J., 318 Prabhu, N.R., 397–402 Pesti, P., 150 Prado, A.F., 175 Petersen, K., 160 Prado, P.V., 370 Pe-than, E.P.P., 214 Prajeeshan, R., 478 Petitjean, F., 321 Praneetpolgrang, P., 483, 484 Petrakis, E.G., 26 Prasad, W., 241 Petrini, C., 579 Prechtl, H., 412 Author Index 785

Premaratne, P., 167–173 Rao, K.M., 12 Preneel, B., 70 Rao, K.N., 226 Pressman, R.S., 248 Rao, K.S., 433 Prettenhofer, P., 312 Rashid, T., 398 Preusser, F., 668 Rashid, U., 25–31 Prieto, P., 390 Raskjn, V., 77 Prikladnicki, R., 214 Raspall, F., 144, 145 Prins, C., 691, 692 Rathore, R., 476 Prins, S., 692 Rathore, S.S., 530, 533 Priya, D.V., 370 Ratnasamy, S., 91, 701, 702 Procopiuc, M., 197 Rätzmann, M., 530 Procopiuc, O., 197 Rau, M., 162 Prodan, R., 163 Ready, R., 411–413 Prodan, S., 370 Reda, R., 627–630 Proebsting, T., 389, 390 Reddy, C.K., 627 Pryor, S., 621 Redwine,S.T.Jr.,64 Psaila, G., 163 Reed, T., 49 Pugh, K., 233 Regan, G., 226 Pugliese, V.U., 233–243, 245–253 Regan, M., 476 Punnekkat, S., 459 Regev, O., 71, 73 Pyatkovskiy, M., 91 Regnell, B., 226, 413, 416 Reich, J., 701 Reichart, R., 407 Q Reinders, M.J.T., 477 Qadah, G., 652 Reinertsen, D., 210 Qasha, R., 162 Reis, H.M., 207 Qi, B., 370 Reis, J., 312 Qi, Y., 422 Ren, K., 364 Qian, R., 366 Renaut, S., 390 Qin, H., 196 René, D., 468 Qiu, X., 422, 425 Rengaswamy, R., 295 Qu, Y., 177 Rennison, D.J., 390 Queiroz, F.S., 233–243 Rettinger, A., 312 Quinlan, J.R., 362 Reutemann, P., 362, 532 Quint, P.-C., 162 Revaud, J., 604 Quittek, J., 142 Reyes-Muñoz, A., 477 Qusef, A., 225 Reynares, E., 500 Reyno, E.M., 467 Reza, H., 527 R Rezende, E., 51–58 Raabe, A.L.A., 214 Rezende, L.P.d., 512 Rabhi, F., 159, 160, 162, 164 Rhem, J., 267 Radhakrishna, V., 318 Riasi, A., 742 Radjenovi, D., 530 Ribeiro, J.M., 213–218 Raghavan, V.V., 399 Ribeiro, L.R., 675 Ragsdale, D., 9 Ribeiro, M.X., 317–323, 577–587 Rahayu, W., 351 Ribeiro, N.N., 412, 413 Rahbar, S., 651 Ribeiro-Neto, B., 25 Rahman, A.S.M.M., 365 Ricart, W., 652 Rahman, M.F.A., 569 Riccucci, S., 627 Raisinghani, S.C., 675 Rice, A., 352 Raja, T.S.R., 186 Richard, H., 239 Rajkumar, J., 710, 711 Richards, D., 43, 44 Ram, K., 176, 389 Richardson, S., 736, 738 Ramakrishnan, R., 750 Richter, K., 709 Ramanauskaite, S., 36, 77 Riedl, C., 160 Ramón Fonseca Cacho, J., 389–395 Rierson, L., 246 Ramos, A.B., 614 Riihijarvi, J., 11 Ramos, A.C.B., 343–350, 569–574, 613–617, 675–680, 735–739 Riley, M., 433 Ramos, F., 51–58 Ringuette, M., 21 Ramos, K.H.C., 484 Rios, E., 527 Ramrez-Vigueras, A., 684 Ripari, P., 255–265 Rana, O.F., 162 Ristaniemi, T., 12 Rangan, C.P., 69 Rivard, S., 159 Ranjan, P., 530 Rivera, D., 203 Ranjan, R., 162, 492 Rivera, R., 54 786 Author Index

Riverst, R., 551, 552 Ruiz-Cortés, A., 162 Rizzardi, A., 102 RuleSpeak, L., 500 Rizzi, A., 370 Rumbaugh, J., 225 Robbins, A., 412, 413 Runeson, P., 226, 413, 416, 528, 530 Robert, C., 239 Rupnik, J., 731 Robert, P., 736 Rupp, A., 133 Robinson, A.J., 660 Ruppert, G., 51–58 Robinson, P., 364 Rush, A.M., 421 Robinson, T., 407 Russakovsky, O., 51 Robson, E., 235 Russel, A., 45 Roccetti, M., 627 Russell, B.C., 27 Roccosalvo, J., 539–544 Russell, S., 276, 277, 279 Rocha, J., 579 Rusu, L., 484 Rocha, J.E.M., 195–200 Ruuska, I., 203 Rochead, A., 621 Ruwan, W., 241 Rodger, S., 197 Ryabko, S.D., 35 Rodger, S.H., 196 Ryder, J., 343, 675 Rodgers, B., 208 Ryoo, J., 77 Rodgers, W., 621 Ryu, M.S., 476 Rodrigues, G.A.P., 89 Rodrigues, M.C., 412, 413 Rodriguez, D., 530 S Rodríguez, J.M., 352 Saaty, T.L., 460 Rogaway, P., 107 Sabaliauskaite, G., 226 Rogelj, P., 26 Sabbagh, R., 213 Rom, R., 149 Sacca, D., 49 Romani, L.A.S, 577–587 Sachdeva, V., 208 Ronchetti, M., 628 Sadasivan, G., 142 Roopteja, M., 239 Saddik, A.E., 365 Roosta, T., 746 Saenko, I., 77 Roque, D.P., 343–350, 614, 675–680 Safdari, M., 12 Roque, L., 467, 509 Sagisaka, Y., 433 Rorres, C., 169 Saha, S., 12 Ros, M., 167–173 Sahni, S., 691 Rosa, F.F., 75 Saito, A., 195 Rosas, R., 509, 511 Saiyod, S., 114 Rose, W.E., 746 Sak, H., 357 Rosehart, W., 208 Sakata, Y., 590, 596 Rosen, D., 653 Sakkalis, V., 27 Rosenbaum, L., 632, 633 Sakthidharan, G.R., 312 Rosenberg, A., 461, 462 Salamanca, A., 162 Rosenberg, M., 81–87 Salamat, A., 12 Rosenberg, T., 49 Salarian, M., 370 Rosenstiel, W., 370 Salas, C., 621 Rosenthal, J.S., 296 Saleem, K., 621–624 Ross, A., 433 Salim, S.S., 226 Ross, K.S., 578 Salinesi, C., 76, 77 Ross, S.A., 552 Salini, P., 76, 77 Roszbach, K., 326 Salnitri, M., 517 Rote, G., 684 Salomoni, P., 627 Roth, R.E., 578 Salzberg, S.L., 561 Roth, S., 606 Samad, S.A., 478 Rothermel, G., 459, 462 Samadi, M., 21 Rothwell, J., 540 Samer Wazan, A., 517 Rourke, L., 411 Samet, H., 479 Rouse, J.W. Jr., 578 Sampath, S., 459, 462 Rousseeuw, P.J., 461 Sanchez, C., 596 Rowe, N.C., 115, 116 Sánchez, J., 606 Rowley, H.A., 478 Sánchez, J.S., 741 Rubin, K.S., 246, 247 Sanders, W., 114 Rubinstein, M., 552 Sandler, C., 529 Rückert, U., 632 Sandom, C.J., 25 Rudebusch, G.D., 354 Sandoval, E., 162 Rüger, S.M., 26 Sandve, G.K., 389 Rui, S., 26 Sangster, B., 53 Ruiz, J., 652 Sansom, J., 167–173 Author Index 787

Santarelli, T., 343, 675 Schunck, B.G., 603 Santos, B.S., 411–418 Schuschel, D., 295–297 Santos, F.A.O., 19–23, 311–315, 345, 405–409, 677 Schuster, M., 22, 405, 407 Santos, H.F., 267 Schwaber, K., 208, 214, 222, 246, 247, 267 Santos, J.L.F., 738 Schwartz, T., 477 Santos, M.D.L., 569 Schwarzkopf, O., 683 Santos, M.D.M., 614 Schwarzott, W., 722 Santos, M.S., 19–23 Schwenk, M., 736 Santos, M.T.P., 317–323 Scinvasan, B.B., 569 Santos, R., 712 Scolaro, J., 343, 675 Sapiro, G., 761 Scott, J., 701 Saputra, K.I., 370 Scutchfield, F.D., 380 Sarantopoulos, M., 427 Sczyrba, A., 391 Saravanan, P., 312 Seabold, S., 530, 531 Sardana, A., 102 Seabra, R.D., 213–218 Sargut, G., 203 Seager, T.P., 62 Sari, A., 149 Sears, L., 604 Sarmah, K., 434 Sebastián, M., 54 Sarmany-Schuller, I., 412 Sebastiani, F., 398 Sastry, N., 186 Security, W.W., 49 Sastry, S., 746 Sekar, V., 113 Satheesh, S., 51 Selaru, F.M., 596 Sathiya, S., 370 Selau, L.P.R., 731 Sato, F., 596 Selvi, S.S.D., 69 Satter, E.K., 661 Selway, M., 500, 503 Saurabh, G., 176 Sempere-Payá, V., 153 Savi, R., 214 Senior, A., 357 Savola, R., 76 Sennewald, C.A., 62 Savva, G.M., 736 Senserrick, T., 475 Scaife, A.A., 701, 702 Sentilles, S., 710 Scandurra, P., 163 Seo, S.H., 69 Scarfone, K., 63, 65, 749, 751 Seo, S.-S., 356, 357 Schaeffer, T.T., 668 Seow, H.-V., 731, 742 Schain, A., 27 Sepehr, S., 212 Schapire, R.E., 478 Serokhvostov, S., 613–617 Scharfetter, H., 477 Seroussi, G., 761 Scharstein, D., 606 Serpedin, E., 175 Schell, J., 207, 212, 578 Serrano, M., 589 Schick, L., 175 Sert, M., 399 Schimmler, M., 133 Setio, A., 595 Schindhelm, C.-K., 721 Settles, B., 20, 21, 406 Schirra, S., 685 Seung, H.S., 461 Schlienger, T., 10 Sewovoe-Ekuoe, F., 569 Schlimmer, J.C., 21 Seycek, S., 159, 160 Schlipsing, M., 370 Sgandurra, D., 113 Schloss, P., 561 Sha, L., 710, 711 Schmid, C., 604 Shaa, D.Y., 692 Schmid, S., 721, 722 Shabanah, S.S., 201, 214 Schmidhuber, J., 357, 424 Shabtai, A., 52 Schmidt, D., 710 Shafer, S.A., 569 Schmidt, H., 517 Shah, A., 201 Schneider, A., 351 Shah, M., 201 Schneider, C., 751 Shahmehri, N., 76, 77 Schneier, B., 133 Shahzad, B., 621–624 Schnoerr, C., 603 Shahzad, F., 141, 142 Schnoor, B., 162 Shala, L.A., 528 Schofield, E., 26 Shamir, A., 133 Schöning, J., 415 Shangin, V., 35 Schoon, Y., 735, 736 Shanguin, V.F., 35 Schou, C.D., 9 Shani-Sherman, T., 414, 415, 417 Schröder, M., 46 Shankaran, A., 389, 390 Schubert, F., 241 Sharda, R., 288 Schuh, M., 318 Sharifi, M., 351 Schultz, E.E., 62, 751, 752 Sharir, M., 685 Schulz, E., 162 Sharma, B., 162 Schulz, L.T., 746 Shaw, J., 651 788 Author Index

Shawish, A., 288 Simonyan, K., 52, 53 She, L., 398 Simplício, P.V.M., 343, 344, 676 She, M., 476, 479 Simuth, J., 412 Shearer, R., 629 Sinda, M., 53 Shelby, Z., 721 Singer, P.W., 750, 751 Shemy, R., 133–137 Singer, Y., 407 Shen, F., 539–557 Singh, A.K., 443–447 Shen, H., 149, 158 Singh, B., 12 Shen, W., 186 Singh, G., 614 Shenoy, A., 746 Singh, H., 745 Shepperd, M., 530, 531 Singh, S., 69–73, 502 Sherman, R., 427 Singhal, P., 314 Sherpa, T.D., 569 Singleton, K.J., 326 Sherry, J., 91 Singthongchai, J., 239 Sheshadri, R., 12 Sips, R., 207 Sheu, F.-S, 651 Sistla, A., 208 Shevade, S., 362 Sjödin, M., 225–232, 709, 710, 712, 714 Shguemori, E.H., 614 Skadron, K., 561 Shi, J., 352 Skala, K., 351 Shi, L., 149 Skersys, T., 501 Shi, Q., 614 Skiena, S.S., 683 Shi, X., 370, 421, 422 Skok, M.M., 731 Shi, Z., 370–373, 389, 390, 422, 425, 545 Skounakis, E., 27 Shibata, D., 596 Skraba, P., 731 Shiﬂet, A.B., 551, 555 Skvarenina, T.L., 170 Shiﬂet, G.W., 551, 555 Slack, N., 256–260 Shigemura, R.A.L., 245–253 Slama, J., 675 Shiguemori, E.H., 569, 614 Slama, J.B.H., 411 Shih, C., 433 Slatter, D., 623 Shim, K.A., 69 Sleigh, A., 622 Shirata, C.Y., 326 Sloetjes, H., 45 Shiratsuchi, L.S., 579 Smith, B., 746, 748 Shiva, S.G., 528 Smith, J., 661 Shlens, J., 22 Smith, J.W., 162 Shneiderman, B., 378 Smith, M., 604 Shokri, S., 203 Smith, R., 49, 326 Shoneye, T., 360 Smith, R.G., 49 Shor, P., 69 Smith, S.A., 380 Shoup, V., 107, 110 Smith, S.M., 27 Shrader, M.W., 661 Smyth, P., 287 Shreekantha, T., 433 Snyder-Mackler, L., 660 Shrivastava, A., 21 So, M.C., 731 Shtern, M., 163 Soar, J., 103 Shustova, V., 596 Soares, M.S., 471 Shute, J., 120 Socher, R., 19, 21, 22, 405, 406 Sibertin-Blanc, C., 510 Söderberg, J., 622 Sidhu, G.K., 195 Sohn, R.H., 476 Sidi, M., 149 Sojat, Z., 351 Siegelmann, H.T., 399 Sola-Gazagnes, A., 652 Sierra, K., 235 Solon, O., 93–96 Siers, M.J., 530 Sommerville, I., 162, 248 Sierszecki, K., 710 Song, J., 721 Siitonen, M., 411 Song, M., 589 Silari, S., 102 Songzheng, Z., 277 Siles, L.S., 208 Sontag, D., 421 Silva, D.C., 635 Sooksatra, S., 370 Silva, T., 268, 272, 273 Soroa, A., 407 Silveira, C.R. Jr., 317–323 Sosna, D., 333, 334 Silverman, J.H., 70 Soto, J.M., 162 Silver-Thorn, M., 540 Sotto, L.F.D.P., 528 Sim, T., 365, 478 Souag, A., 76, 77 Simao, J.B., 483 Souppaya, M., 65, 751 Simian, D., 177 Soursos, S., 722 Simões, R.S., 631–637 Sousa, S.M., 214 Simonis, I., 721 Souter, A., 459 Simons, A., 623 Souza, D.M.T., 735–739 Author Index 789

Souza, P.L., 268, 269, 271, 272 Su, J., 196 Souza, T., 201 Subrahmanian, E., 102 Souza, W.L., 175 Subramani, S., 208 Sovic, I., 351 Subramaniam, L.V., 623 Speck mann, B., 684 Subramaniam, M., 621 Spiegelhalter, D.J., 333 Subramanian, S., 422, 423 Splinters, J., 96 Subsermsri, P., 484 Spronk, R., 39 Sukys, A., 501 Sreenath, K., 570 Sultan, I., 295 Sridharan, K.D.M., 141 Sumiko, M., 239 Srikant, R., 545 Sun, F., 421, 422 Sriram, I., 163 Sun, J., 627 Sriram, R.D., 102 Sun, W., 203 Stac, T., 77 Sun, X., 422, 425, 476, 479 Stadon, J., 477 Sun, X.C., 589 Staggs, C., 559–565 Sun, Y., 69, 421, 422 Stahl, C., 469, 470 Sundmark, D., 459 Stajdohar, M., 305 Sunne, W., 246 Stanculescu, L.C., 207 Sunwoo, M., 370 Stanek, M., 26 Súo Cristóvão, S.E., 405 Staniforth, S., 668 Super, G., 251 Stanley, K.O., 675 Supriya, B., 478 Staric,ˇ A., 305 Suran, S., 614 Starner, T., 478 Suryanarayanan, V., 114 Staš, J., 390 Susan Hansche, C., 750 Stasch, C., 721 Sushmitha, N., 478 Stasko, J., 378 Susi, A., 459, 460, 462 Steele, J., 377 Sutherland, J., 208, 214, 222, 233, 246, 247, 635 Steen, M., 175 Sutskever, I., 20, 22, 52, 405, 406, 422, 423 Stehle, D., 72 Swami, A., 288 Stein, B., 312 Swamy, C., 701 Stein, C., 551, 552 Sweeney, D.J., 260, 261 Stein, R.M., 301 Swetina, J., 721 Steinbach, M., 545 Szabo, L., 203 Steinberger, J., 312 Szelinsky, R., 606 Steinberger, R., 312, 314 Steinbruecker, F., 604 Steiner, B., 22 T Steiner, M., 326 Tabasam, G., 660 Steinfeld, R., 72 Tabassum, M.R., 746 Stelfox, H.T., 735 Tabassum, T., 569 Stengel, R.F., 675 Taberkhan, R., 729–730 Steuart, C., 81 Tabriz, S., 561 Stevenson, M., 475, 476 Taconi, L., 201 Stevenson, W.J., 277, 279 Tadeucci, M.S.R., 343, 675 Stewart, H., 622 Taft, N., 702 Steyerberg, E.W., 443, 447 Taghva, K., 389–395, 447 Stirling, D., 167–173 Tahat, N., 70 Stober, T., 247 Takeda, K., 433, 479 Stofsky, E., 390 Takeuchi, H., 222 Stokes, D., 540 Talukdar, P.P., 20, 21 Stokes, K., 622 Talwar, K., 22 Stol, J., 686 Tam, D., 119 Stoll, M., 605 Tamaki, C.M., 735–739 Stone, R., 729 Tamassia, R., 749, 751 Storey, V.C., 427 Tamma, R., 82 Stouffer, K., 63 Tan, C., 312 Straker, L., 737 Tan, C.S.S., 415 Strauch, S., 160 Tan, P.-N., 545 Streltsov, A.A., 34 Tan, Z., 69 Stumptner, M., 500, 503 Tanaka, S., 213 Sturdivant, R.X., 328, 329 Tanaka, Y., 589–592 Sturge, T., 19, 405, 406 Tanasijevic, M.J., 746 Sturt, J., 411, 412 Tanenbaum, A.S., 175 Stützle, T., 694 Tanenblatt, M., 433 Su, H., 51 Tanev, H., 312 790 Author Index

Tang, C., 69 Tran, N.-K., 407 Tang, C.-K., 365 Tran, T.T., 365 Tang, Y., 480 Trapnell, C., 561 Tanvi, B., 239 Trehard, G., 370 Tao, G., 370 Trietsch, D., 691 Tapparello, C., 352 Trifonova, A., 628 Tarboton, D.G., 492 Trinidad, L., 539–544 Tarín, C., 652 Trinidad, P., 162 Tashtai, B., 757–758 Trivedi, M.M., 370 Tasinaffo, P.M., 233–243, 245–253, 276 Trossini, G.H., 635 Tasir, Z., 411, 412 Trouvain, J., 46 Tate, M., 159 Truck, D., 737 Tate, S.R., 106, 108, 109 Tsai, C., 742 Tausczik, Y.R., 411, 412 Tseng, F.-H., 186 Taylor, C., 333 Tseng, H., 422, 425 Taylor, H., 203 Tsetse, A., 11–16 Taylor, J., 19, 389, 405, 406 Tsou, B.K., 312 Taylor, N., 623 Tsuburaya, A., 589 Taylor, P.G., 731 Tsujii, J., 425 Taylor, R.N., 459 Tsuruoka, Y., 425 Team, Q.D., 561 Tsuruta, K., 590 Tegenkamp, C., 662 Tuba, E., 177 Teixeira, L.A.L. Jr., 77 Tuba, M., 177 ten Holt, G.A., 477 Tucker, A.B., 195 Teniente, E., 721 Tucker, P.A., 22 ter Hofstede, A.H., 468 Tulebayev, Y., 757–758 Teufel, S., 10 Tumer, I., 729 Teuteberg, F., 159 Tumer, I.Y., 729 Thangasamy, S., 478 Turchi, M., 312, 314 Theophilo, A., 51–58 Turk, M., 478 Thoma, G.-B., 412 Turki, T., 632 Thomas, L.C., 731, 742 Turkulainen, V., 203 Thomson, I., 94 Turnbull, B., 81 Thorpe, C., 163 Turner, C., 43, 44 Thrope, C., 569 Tuya, J., 530 Thrun, S., 370 Tuytelaars, T., 319 Thuemmler, C., 351 Tweneboah-Kodua, S., 11–16 Tian, L., 530 Twin, J., 561 Tian, Y., 545–550 Tzoukermann, E., 433 Tianshi, L., 277 Tibério, I.C., 415 Tibshirani, R., 416, 443 U Tichy, W.F., 451 Udayashankarab, V., 433 Tiejun, J.X., 141 Ujlambkar, A.M., 399 Tijms, H.C., 479 Umberger, H., 63 Tinetti, F.G., 452 Umek, L., 305 Tinneti, M.E., 736 Underwood, S., 124 Tjoa, S., 77 Untch, R.H., 459, 462 Tofte, M., 468 Unterkalmsteiner, M., 226 Tokuda, K., 433 Unwin, N., 651 Toledo, D.F., 195 Urrutia, J., 684, 687 Tonella, P., 459, 460, 462 Usuda, K., 69 Tong, W.-S., 365 Usunier, N., 20, 406 Toolbox, S., 77 Uusitalo, E.J., 226 Toosi, A.N., 164 Toplak, M., 305 Torkar, R., 530 V Torralba, A., 27 Vacca, J.R., 66, 750–753 Torres, R.d.S., 26 Vaikuntanathan, V., 71 Toumazou, C., 476 Vaithyanathan, S., 333 Tovinkere, V., 452 Valacich, J., 751 Townsend, G., 421–426 Valette, R., 513 Traina, A.J.M., 319 Valle, E., 26 Traina, C. Jr., 319 Van Den Bergh, J., 415 Tran, J., 545–550 van der Aalst, W.M., 468–470, 510, 512 Tran, L.C., 167–173 Van Der Goot, E., 312 Author Index 791 van der Laak, J., 596 Vik, S.A., 168 van der Maaten, L., 54 Viljanen, L., 75, 77 van der Pauyv, L., 660 Villa, M., 475–480 van der Schaar, M., 241 Villalba, L.J.G., 89 Van derWijst, N., 325 Vines, T.H., 390 Van Doorn, M.G., 25 Vinh, N.X., 461, 462 Van, D.P., 692 Vinyals, O., 22 Van Durme, B., 405, 406 Viratanapanu, A., 142 van Ginneken, B., 596 Vishwanathan, R., 105–111 Van Gool, L., 319 Vivek, S.S., 69 Van Hee, K.M., 468, 510, 512 Vivienne, S., 622 Van Kempen, J., 735, 736 Vogtenhuber, B., 684 van Kreveld, M., 683 Vollmer, A., 203 Van Lamsweerde, A., 517 Volz, S., 605 van Santen, J.P.H., 433 vom Brocke, J., 500 Van Solingen, R., 414, 485 Von Wangenheim, C.G., 213, 214 van Vuuren, J.J., 77 Vucovich, J.P., 729 Vanck, T., 634 Vulgarakis, A., 710 Vander Weele, E., 754 Vural, F.T.Y., 26 Vanderlinden, H., 746, 748 Vyas, G., 399 Vandierendonck, H., 451 Vanhatupa, T., 12 Vanhelst, J., 737 W Vanhoucke, V., 22 Waad, B., 301 Vanker, C., 222 Wagner, D., 113, 133, 186, 352 Vanti, A.A., 483 Waguespack, Y., 551 Vapnik, V.N., 632 Wai Wong, A.C., 476 Varadharajan, V., 746 Waite, A., 627 Varetto, F., 326 Wake, W., 214 Vargas H., T.R., 149–158 Wakeman, L., 731 Vargas Neto, D., 201 Walchshausl, L., 477 Varnek, A., 631 Wallis, W.A., 463 Varsamopoulos, G., 163 Walton, S., 693 Vasconcelos, N., 370 Wan, X., 312, 314 Vashist, S.K., 651 Wandra, K.H., 478 Vassilvitskii, S., 461 Wang, C., 158, 370 Vasudevan, V., 22 Wang, D., 742 Vatsavai, R.R., 577 Wang, G., 20, 69 Vazeou, A., 652 Wang, H., 158, 235, 370, 422, 425 Vázquez Poletti, J.L., 163 Wang, H.-Y., 20 Vázquez, S., 312 Wang, J., 476, 479 Vega, L., 467, 470, 509, 511 Wang, J.-M., 370 Vehí, J., 652 Wang, J.T., 632 Veiga, D.F., 735–739 Wang, J.Z., 26 Velipasalar, S., 370 Wang, L., 25 Veloso, M.M., 21 Wang, P., 81–87, 127–131 Venkataramiah, N., 141 Wang, R., 158 Venkatasubramanian, V., 295 Wang, R.C., 21 Venkatesh, V., 725 Wang, S., 596, 614, 632 Ventura, S., 288 Wang, W., 366 Vera-Licona, P., 391 Wang, X., 89, 105, 106, 421, 422, 614 Vercauteren, F., 70 Wang, Y., 141, 312, 362, 604, 722 Verdonschot, S., 585 Wang, Y.-L., 597 Verma, V., 70 Wang, Z., 370 Vermesan, O., 722 Wanga, L., 692 Verner, J., 203 Warden, P., 22 Vial, P.J., 167–173 Warren, A.M., 389, 390 Vianna, M., 213, 214 Wasscher, J.D., 661 Vianna, Y., 213, 214 Watanabe, T., 589 Vician, C.M., 411, 412 Watson, P., 64, 162 Vickers, A.J., 447 Wattenberg, M., 22, 378 Viega, J., 63 Waxman, A.M., 569 Viégas, F.B., 22 Way, T.P., 196 Viehl, A., 370 Wazan, A.S., 517–524 Viera, F., 162 Weaver, D.F., 635 Vigeral, C., 652 Webb, A., 27 792 Author Index

Weber, M., 150, 370 Wlodarczak, P., 103 Webster, G.D., 52 Wohlin, C., 413, 416 Webster, J.G., 659, 660 Wolf, D.F., 370 Wedel, A., 606 Wolf, F.M., 485 Weeks, S., 106, 108, 109 Wolf, P., 203, 370 Wehlre, K., 101 Wolpert, D.H., 362 Wei, P., 105, 106 Wong, W.E., 77 Wei, Z., 632 Wong, W.M., 623 Weickert, J., 603 Woo Kim, C., 288 Weil, C., 651 Woods, E.R., 569 Weinberger, M.J., 761 Woodward, M., 475 Weinzaepfel, P., 604 Wosinska, L., 692 Weisbecker, A., 452, 453 Wostmann, B., 692 Weiss, D.M., 328, 414, 485, 656 Wright, J., 129 Weiss, R., 539, 540 Wrobel, J.S., 736 Welch, D., 9 Wu, C., 295, 296, 685, 692 Wen, J., 459 Wu, D., 158 Werbach, K., 213 Wu, G., 480 Werner, C., 213, 214 Wu, L., 421–426 Werther, J., 49 Wu, M., 528 Wesoelse owski, T.E., 745, 746 Wu, R., 491–498, 614 Wesslen, A., 413, 416 Wu, S., 736 Westgaard, S., 325 Wu, Y., 405, 422, 425, 614 Westing, B.M., 377 Wu,Y.-C.,175 Weston, J., 19, 20, 405, 406, 422 Wüchner, P., 153, 154 Wheeler, J., 492 Wunsch, D., 460, 461, 653 Wheeler, N.R., 318 Wylie, T., 318 Whipple, A., 40 White, E.A., 660 White, G.B., 49 X White, J.S., 114–116 Xi, L., 295 White, S.K., 127 Xia, X., 326 White, T.M., 196 Xia, Y., 370 Whiting, D.R., 651 Xiao, J., 312 Whitlock, K., 627 Xiaomin, C., 370 Whitman, M.E., 49 Xie, J., 73 Wicke, M., 22 Xie, Q., 462 Wickham, H., 389 Xie, Z., 421, 422 Wickremasinghe, B., 163 Xin, Y., 422, 425 Widyantoro, D.H., 370 Xing, J., 365 Wiebe, J., 312 Xing, T., 115 Wieck, A.D., 663 Xiong, C., 405 Wiedenhoft, G.C., 484 Xiong, G., 370 Wieelthier, J.E., 151, 152 Xu, C., 20 Wijesinha, A., 12 Xu, H., 365 Willemse, C.A., 169 Xu, L., 77, 115, 365, 603 Willemse, W.W., 169 Xu, R., 460, 461, 653 William, R., 239 Xu, S., 203 Williams, C., 476 Xu, T., 422 Williams, D., 49 Xu, W., 43 Williams, J., 49 Xu, Y., 596, 754 Williams, K., 127–131 Xu, Y.-Q., 365 Williams, M., 540 Xue, D.-X, 597 Williams, T.A., 260, 261 Xue, F., 67 Wilson, C., 63 Xue, G.-R., 312 Wilson, R., 81–83 Xue, J., 370 Win, K.T., 746, 748 Xue, N., 422 Winakor, A., 326 Wirth, R., 288 Wise, J., 604 Y Witten, D., 443 Yadav, R.S., 12 Witten, I., 305, 362 Yahaya, S.Z., 569 Witten, I.H., 362, 532 Yakhnenko, O., 20, 406 Wittenburg, P., 45 Yamada, T., 692 Wiwatwattana, N., 359–366 Yamaguchi, H., 589, 595 Wlazlak, P., 203 Yan, H., 421–426 Author Index 793

Yan, J., 43, 44 Zagar, L., 305 Yan, S., 365 Zagoris, K., 26 Yanaguya, L.H., 245–253 Zappa, A., 722 Yang, B., 69 Zare, H., 61–68, 745–755 Yang, C., 26 Zare, M.J., 61–68, 745–755 Yang, H., 159 Zarras, A., 52 Yang, I.V., 561 Zaslavsky, A., 722 Yang, M., 370 Zavarella, V., 312 Yang, N., 421, 422 Zavgren, C.V., 326 Yang, Q., 632 Zbontar, J., 305 Yang, X., 370, 421–426 Zeldovich, N., 49 Yang, X.-S., 692, 695 Zell, A., 632, 633 Yang, Y., 628 Zemmouchi-Ghomari, L., 268, 269 Yao, L., 480 Zemont, G., 226, 227 Yao, X., 675 Zeng, L., 545 Yates, M., 82 Zhai, J., 421, 422 Yavlinsky, A., 26 Zhai, S., 312 Yazici, A., 399 Zhang, A., 692 Yearwood, J., 295–297 Zhang, C., 370–373 Yee, B.S., 106 Zhang, D., 26 Yee, N., 414, 415, 417 Zhang, E., 378 Yegnanarayana, B., 433 Zhang, G., 370 Yeh, A.B., 295, 296 Zhang, G.Q., 318 Yeh, Q., 93 Zhang, H., 149, 158, 528, 530 Yeh, Y., 530 Zhang, J., 421, 422, 539–544, 551–557 Yen, I., 530, 531 Zhang, L., 459 Yersakhanov, K., 33–37, 729–730 Zhang, N., 554 Yeung, K.Y., 390 Zhang, R., 597 Yi, Y., 539–544 Zhang, S., 725–727 Yim, K., 480 Zhang, T., 235 Yin, J., 596 Zhang, X., 311–315, 528, 530 Yin, K., 295 Zhang, Y., 365, 370, 425 Yin, S.X., 295 Zhang, Z., 186, 312, 422, 425 Yin, Y., 545 Zhao, H., 422, 425 Yli-Huumo, J., 124 Zhao, J., 312 Yoneda, K., 370 Zhao, N., 370 Yoo, S., 459, 460, 462 Zhao, P., 318 Yoon, J., 241 Zhao, W., 478 Yoon, T., 287, 288 Zhao, Y., 26, 447 Yoshikawa, T., 589 Zheming, L., 370 Yoshimura, T., 433 Zheng, D., 651 Yosinski, J., 51 Zheng, J., 604 You, X., 343, 675 Zheng, N., 370 Yu, D., 19 Zheng, X., 22, 422 Yu, F., 295, 296 Zheng, Y., 105, 106 Yu, M., 20 Zhivich, M., 49 Yu, W., 692 Zhong, L., 613–617 Yu, Y., 22, 69, 312 Zhong, S., 590 Yuan, W., 480 Zhong, V., 405 Yue, Z., 277 Zhonglong, X., 370 Yue-Li, W., 762 Zhou, J., 69, 411 Yuen, J., 27 Zhou, L., 746 Yu-Feng, L., 762 Zhou, X., 312, 365 Yurcik, W., 195 Zhou, Y., 370, 530 Yusoff, W.F.W., 742 Zhu, C., 422 Yusop, M.G.I., 12 Zhu, H., 76 Zhu, J., 49, 351, 528 Zhu, Q., 492 Z Zhu, X., 295 Zaabi, K.A., 83 Zhu, Z., 26, 478 Zabolotnyi, R., 164 Zieba, D., 333–340 Zach, C., 606 Zingaretti, P., 628 Zachary, W., 343, 675 Zisserman, A., 52, 53 Zachery, K., 7–9 Zissis, D., 113 Zadrozny, B., 312 Zitnik, M., 305 Zagal, J.P., 509, 511 Zoghi, P., 163 794 Author Index

Zöllner, J.M., 370 Zou, T.T., 596 Zong, C., 421, 422 Zou, Z., 370–373 Zong, W., 370 Zseby, T., 144, 145 Zonouz, S., 114 Zunino, A., 351–357 Zoroja, J., 731 Zupan, B., 305 Subject Index

A domain ontology, 268 Abel, 5 HERO, 29, 268 Access control lists (ACLs), 4 IS design, 267 Access Control Systems (ACSs), 750 K-CRIO ontology, 268 AccessData, 82 OntoSoft agile process, 268 ACO, see Ant colony optimization task ontology, 268 Activin receptor-like kinase 5 (ALK-5), 635 top-level ontology, 268 AdaBoost machine learning algorithm, 478 UFSCar, 269–271 Adaptive background suppression filter (AdaBSF) algorithm, 370, 371 product backlog, 267 Adaptive provisioning, 492 research questions, 268 Aerodynamic coefficients, 344 Scrum, 267 AES sprint backlog, 267 AES-NI, 133, 134 Agile testing, 247–248 block cipher, 133 Alternate Marching algorithm (AM algorithm), vs. DES, 133 687–689 encryption, 133 Amazon Elastic Compute Cloud (EC2), 549 Affective empathy, 413 Amazon Elastic MapReduce (EMR) platform, 549 Aggregate MAC protocol data unit (A-MPDU), 12 Amazon-review (AR) dataset, 311 Aggregate MAC service data unit (A-MSDU), 12 comprehensive evaluation, 312 Agile development dataset and training details, 313 agility, 225, 226 multilingual matches, 312 continuous delivery, 226 STAs, 312 documented requirements, 225 American Public University System (APUS), 129–131 face-to-face communication, 226 Analytic hierarchy process (AHP), 460 functional and non-functional requirements, 225 Android battery availability prediction model, see Mobile device high-level design, 225 battery lifetime prediction model RT (see Requirements traceability) Angle of attack, 344 testing, 226 ANNIGMA, see Artificial Neural Network Input Gain Measurement Agile Manifesto, 222 Approximation Agile methodology ANNs, see Artificial neural networks gamification, 207–209 (see also LevelLearn game) ANN Times Series (ANNT), 261 Scrum, 207, 208 ANOVA analysis vs. waterfall methodology, 207 for clustering algorithms, 463, 464 Agile Scrum method for dimensionality reduction techniques, 463 artifacts, 247 for inter-cluster ranking criteria, 463 ceremonies, 247 Ant colony optimization (ACO) roles, 247 algorithm, 695, 698 Scrum, pillars of, 247 initial trails, 695 Sprint, 247 pheromones updates, 694 tailoring, 249 Taillard Benchmark instances, 695–698 Agile software development trails selection, 695 BDD Anti-goals, 519, 522 principles, 268 Antivirus (AV) labels, 54 ubiquitous language, 267 Application ontology, 268 user story and scenario ontology, 271–273 Apriori algorithm, 288 EAMS-CBALM, 267 Archaeology-specific software, see ShovelWare software Evaluation Management module, 269, 271 Arduino, 668–669 Evaluation Process ontology, 271, 272 Arduino Nano, 171 teaching-learning process, 269 Area Under Curve—Receiver Operating Characteristic (AUC-ROC) User Story and Scenario Ontology, 271–273 value, 301, 305, 307, 532, 742 ontologies Artificial Intelligence (AI), 275, 279, 614 application ontology, 268

© Springer International Publishing AG, part of Springer Nature 2018 795 S. Latiﬁ (ed.), Information Technology – New Generations, Advances in Intelligent Systems and Computing 738, https://doi.org/10.1007/978-3-319-77028-4 796 Subject Index

Artificial Neural Network Input Gain Measurement Approximation disadvantages, 762 (ANNIGMA) English language, 761–762 back propagation training formulation, 296 space complexity, 761 fault diagnostics, 297–298 Bank Zak, default risk management, see Default Risk Information neural network based wrapper approach, 296 System system Neural Network weights, 297 Behavioral biometrics-based authentication, 479 two-layer neural network, 296 Behaviour-Driven Development (BDD) Artificial neural networks (ANNs), 26, 29, 30 principles, 268 backpropagation algorithm, 279 ubiquitous language, 267 Brazilian retail company, 741–742 user story and scenario ontology, 271–273 description, 677 Bidirectional LSTM (Bi-LSTM), 424 hidden layer’s neuron, 677 Big data processing, 757–758 learning rules, 677 Binomial Simulation Method (BSM) MLP, 275, 279 ACM/IEEE CS2013 Curriculum, 556–557 sample results, 678–680 American Options, 554 and sampling binomial tree, 553 banking credit risks analysis, 279–281 Black-Scholes model, 554–555 computational model results, 281–283 European call option, 552–553 MLP neural networks application, 281 examples, 555–556 statistical sampling models, 276 Monte Carlo simulation, 555 topology example, 677–678 risk-free evaluation, 552–553 Attribute assessment, 302–305 trinomial tree method, 554 Audit Court of the Union (ACU), 483 Bioarchaeology, 338–339 Augmented reality, virtual makeup model, see Virtual lipstick try-on BioCloud application model bioinformatics pipeline, 561–562 Auto-correlation function (ACF), 355 Bowtie2, 561 Automatic image annotation, 25, 26 compute nodes, 562 Automatic music genre classification Cruzdb, 561 confusion matrix, 401, 402 CUDA, 562 data mining, 397 database virtual appliance, 562–563 feature extraction, 399 data storage, 563 fitness function, 398–399 FastQC, 560–561 genetic algorithm, 398, 399 hypervisor, 560 genre of song stored as file, 399 middleware, 563 ID3 algorithm, 398 potential performance improvements, 565 information retrieval systems, 398 properties, 560 machine learning, 397–399 web interface, 563–564 MATLAB, 400–401 Biometrics and vehicle security neural networks, 398–401 behavioral biometrics-based authentication, 479 output for first four songs, 400, 401 facial recognition-based authentication, 478 17-value features for first 20 songs, 400 fingerprint-based biometric authentication, 478–479 16 value input to neural network, 400, 401 multimodal biometrics authentication, 479–480 supervised learning, 398, 400 seat sensing biometrics, 479 symbolic learning, 398 speech recognition-based authentication, 479 text categorization, 398 Biserial and point-biserial correlation coefficients, 444 Automatic Quality User Story Artisan (AQUSA) tool, Bitcoin network, 123 268 Black-Scholes model, 554–555 Automatic SR (ASR), see Non-Articulatory sound recognition Blockchain technology Automotive Health care and Safety (AHS) system, 476 Bitcoin transactions, 120 Automotive safety, see Road safety ledger-recorded transactions, 120 Average Angular Error (AAE), 607–610 mutual consensus, 120 Average percentage of faults detected (APFD) metric, 462–463, for personal data, 122–124 465 Blood Glucose Meters (BGM), see GLUcose Management Information AWS cloud hosting, 337 System AWS Lambda, 336 Body sensor network (BSN), 476, 477 Bolkow Bo-105 model, 344 B1-Cadast-Behav, 307 B Bootstrap front-end framework, 380 Backpropagation, 398 Borough of Manhattan Community College (BMCC), 539 Backpropagation algorithm, 279 Boyer-Moore algorithm, 90 Bandwidth optimization Brazilian Portuguese (PtBR), see Sentiment analysis examples, 761 Brazilian Unified Health System (SUS) data preparation Modified Huffman code problems to be addressed, 380 advantages, 762 research questions, 380 compression benefit, 761–762 strategy to performthe tasks, 381–388 decompression program, 762 tasks and used data, 380 Subject Index 797

Brazil, Russia, India and China (BRICS) countries measurement criteria, 128–129 requirements, 613 NSA, 128 solar-powered RPA status and accomplishments ANN algorithms, 614 APUS, 130 Artificial Intelligence, 614 RMU, 131 climate changes, 616 UMSL, 129 cloud based technology, 617 CereVoice, 46 communication signal, 615–616 Chaos Computer Club, 622 earth’s structure, 616–617 Character Bi-LSTM layer, 424 GPS, 614–615 Character composition from radicals, 423–424 ground change detection, 613, 616 Character decomposition, 423 long distance communication, 614 Character embeddings, 422–426 LOS, 615 Chinese word segmentation (CWS), 422–426 UAV, 614 Chinese writing system, 421–422 Bridging the Interoperability Gap of the IoT (BIG IoT) Chomsky’s hierarchy, 197 Generic Enablers, 721 Circle packing metaphor, 378 IoT platforms, 722–723 Classification algorithm, Brazilian retailer enterprise Northern Germany Pilot, 723 classifiers, 741–742 overview, 721–722 data sets, 742 Bronze and Iron Ages of Mongolia analysis, see ShovelWare software defaulting customers, 742 Brute-force attack, 5 non-defaulting customers, 742 Budget and user feedback control, hydrological environment system, performance’s comparison, 741 see Precipitation-runoff modeling system Clinical commissioning groups (CCG), 39, 41 Bug report, 729–730 Clinical monitoring Business analytics (BA), 427, 428 ANNIGMA Business intelligence (BI) back propagation training formulation, 296 data mining tools, 428 fault diagnostics, 297–298 data visualization tools, 428 neural network based wrapper approach, 296 multi-dimensional analysis tools, 428 Neural Network weights, 297 query tools, 428 two-layer neural network, 296 Tableau data visualization tool MEWMV chart average FICO score, 429 advantage, 295 customers by industry, 429, 430 challenge, 295 customers by zipcode, 430–431 control limits, 296 dashboard architecture, 428–431 identity matrix, 296 Geo map sheet, 429–430 MEWMV statistic, 296 Tableau desktop, 428 monitoring variability after heart surgery, 297, 298 Tableau online, 428 variance shift identifier, 295 Tableau Public, 428 time series plots, 297 Tableau server, 428 UMR charts, fault diagnosis, 298, 299 technologies, 428 Cloud Adoption Toolkit, 162 tools, 427 Cloud analysis engine, 114 Business Rules, 503–504 CloudAnalyst, 163 Business-to-consumer (B2C) websites, 726 Cloud architecture, see BioCloud Byteplot visualization, 52, 53 Cloud computing advantages, 546 association mining, 545 C cloud-sourcing decisions, 159 CACs, see Common access cards legacy systems, 159, 160 Cain, 5 MapReduce model Canny86 algorithm, 570–571 createNewItemsets ( ) method, 546–547 Capture-the-flag (CTF), 49 experiment data and platform, 549 Case-based ranking (CBR) algorithm, 460 Map 2 ( ) method, 548 Catastrophic events, 245, 246 pseudo-code, 546–547 CDOSim, 162 Reduce ( ) method, 547–548 Cellebrite UFED 4PC v6.3.1, 83, 84 Reduce2 () method, 548–549 Cell head, see Cluster head value of interestingness, 546, 548 Centers of Academic Excellence in Cyber Defense Education worker nodes, 549–550 (CAE-CDE) migrations application phases, 160 impact, 130–131 SMEs, 159 requirements, 128 types, 160, 161 CAE-IAE program, 128 monitoring, 142 CAE2Y, 128 parallel programming, 545 designations, 128 problem formalization, 546 DHS, 128 selected primary studies, 161, 162 798 Subject Index

Cloud computing (cont.) GBL techniques, 203 semi systematic literature review, 160–162 important practices, 202–203 tools, migration phases, 161–164 prioritization scheme, 202 CloudGenius Tool, 162 questionnaire, 203 Cloud hosting, 336–337 random event, 203 Cloud IDPS, 114 Research Action, 201, 202 Cloudify, 164 serious game design, 203 Cloud migration, 161 serious educational games, 204 CDOSim, 162 t-hypothesis test, 203–204 Cloud Adoption Toolkit, 162 Communication vulnerabilities, 67, 68 CloudAnalyst, 163 Component-Failure (CF), 729 CloudGenius Tool, 162 Compromised nodes, 186 Cloudify, 164 Computational science CloudMIG Xpress, 164 BSM CloudNetSim++, 164 ACM/IEEE CS2013 Curriculum, 556–557 CloudSim, 162 American Options, 554 ContainerCloudSim, 163 binomial tree, 553 GDCSim, 163 Black-Scholes model, 554–555 GreenCloud, 162 European call option, 552–553 GroudSim, 163 examples, 555–556 iCanCloud, 163 Monte Carlo simulation, 555 JCloudScale Midleware, 164 risk-free evaluation, 552–553 Kubernetes, 164 trinomial tree method, 554 MDCSim, 162–163 education, 551–552 Microsoft Migration Accelerator, 163 price of options, 552 NetworkCloudSim, 162 Computer-mediated communication (CMC), 411 OPERA, 163 Computer vision, traffic lights recognition, see Traffic lights SmartCloud iNotes, 163 recognition device SPECI, 163 Conceptual Schemas (CS) TeachCloud, 163 advantages, 500 CloudMIG Xpress, 164 Business Rule Vocabulary, 500–501 Cloud monitoring, 141–142 CNL, 500 CloudNetSim++, 164 Meanings and Representations Vocabulary, 500 CloudSim, 162 modal formulation, 501 Cloud tools, 161 obligation formulation and quantification, 501 Cluster head (CH) Concertized security problem frames (CSPF), 521 ACK, 153 Conditional random fields (CRF) layer, 424 communication, 149 Confidentiality, Integrity and Availability (CIA) model, 3, 747 node, 150 Conflict indicators, see Default Risk Information System system sojourn times, 155 ContainerCloudSim, 163 Clustering process Context capturing, 424 clustering algorithm selection, 461 Context-window based methods, 406 clustering validation, 461–462 Continuous domain, 654 combining clustering and combinatorial approaches, Continuous Glucose Monitoring Systems (CGMS), see GLUcose 462 Management Information System data interpretation, 462 Continuous predictors transformation, 443–447 feature selection, 460–461 Continuous skip-gram (SG) model, 423 Cluster prioritization method, see Test suite prioritization Controlled Natural Language (CNL), 500 CNN, see Convolutional neural network Controller Area Network (CAN), 712 Cognitive empathy, 413 Control Objectives for Information and Related Technology (COBIT), Collaborative Systems, 411, 413, 414, 418 487 Collegiate Cyber Defense Competitions (CCDCs) environment, 44, ConvNet, 311, 315 46–47 Convolutional neural network (CNN), 370 Colored Petri nets (CPN) tools, 468–469 ConvNet, 311, 315 Color prediction model, lipstick, see Virtual lipstick try-on application NLP, 311 model text classification, 311 Combi-Frame, 151–152 Corporate defaults, banking sector, 326 Comma-Separated Values (CSV), 337, 581 Correct-by-construction software agile development, see Real-Time Common access cards (CACs), 4 Accident and Crises Management Integrated System project Communication management, software projects Cosmetics, lipstick color prediction model, see Virtual lipstick try-on null hypothesis, 204 application model performance, 204 COX2-4q, 635 research method COX2-S, 635 administrator panel, 203 Cramer-Shoup (CS) scheme, 110–111 application cycles, 203, 204 Crawling tools, 66 choice of specialists, 202 createNewItemsets ( ) method, 546–547 Subject Index 799

Credit granting, Brazilian retail enterprise perpetual innovation, 7, 9 AUC-ROC value, 301 recommendation, 10 data set assessment Republic of Kazakhstan, 35, 36 attributes, 302 training, 10 predictive variables, 302–305 Cybersecurity competitions experiments defensive and administrative skills, 49 created model, 305, 306 educating participants and spectators, 43 experiment 1, 305, 306 NCCDC, 49 experiment 2, 305, 307 UCSB iCTF, 49 experiment 3, 307–308 video game format, 43 logistic regression classifier, 305 virtual commentator (see Virtual commentator) predictive models, 301 war game mode, 49 Credit limit, Brazilian retail enterprise Cybersecurity education average and total limit, 732 APUS, 129–131 Construction of a Profit Prediction Model, 731 CAE-CDE (see Centers of Academic Excellence in Cyber Defense credit granting, 731 Education) Data Pre-processing stage, 731 cybersecurity workforce, 127 dynamic programming, 731 information security analyst, 127 Estimated Profit, 732 RMU, 131 Linear Regression, 731 UMSL, 129 new suggested limits, 732 See also Cybersecurity competitions sales value, 732 Cybershield, 36 Credit risk forecasting models, 326 Cyclic redundancy check, 65 Credit scoring systems, predictive variables Brazilian literature, 303–305 international literature, 302–303 D Cross-lingual SA, 311, 312 Data authentication attack, 187 Cross-site scripting (XSS) Data Encryption Standard (DES) DOM model, 65 vs. AES, 133 HTTP, 66 block cipher, 133 non-persist, 65 CBC mode, 133, 134 stored persists, 65 3-DES, 133, 135 CSS3, de facto standard, 380 ECB mode, 133 Cuckoo Search (CS) elements, 134 fitness function, 694 Feistel cipher, 134 initial solutions, 693–694 initial permutation (IP), 134 Lévy flights, 693 multi block approach move distance, 693 hashing, 134 optimization algorithm, 692–695 SIMD processing, 136 rescheduling transformation, 694 transposing, 135–136 Taillard Benchmark instances, 695–698 performance results, 136–137 CUDA, 562 side channel attacks, 134, 136 Cyber academic curriculumpath, 128 side channel protection, 137 Cyber-attacks, 61 software optimizations, 133 Cyber faculty qualifications, 128 Data floating, 336 Cyber outreach and collaboration, 129 Data integrity attack, 187 Cybersecurity Data management software, see ShovelWare software availability, 9 Data mining, 397 complacent, healthcare practitioners, 40 Data preparation for feeding visual metaphors confidentiality, 9 Brazilian Unified Health System (SUS) case study governance, 10 problems to be addressed, 380 integrity, 9 research questions, 380 intellectual capital loss, 9 strategy to performthe tasks, 381–388 interdisciplinary, 9 tasks and used data, 380 leadership circle packing metaphor, 378 empowerment, discretion, and freedom, 7 multiple view interactive environment ethical, 8–9 Bootstrap front-end framework, 380 intellectual property workers, 8 CSS3, de facto standard, 380 knowledge sharing, 8 Django, 378–379 modern, 9 D3.js toolkit, 380 offensive and defensive, 7 functional requirements, 378 organization mission, 9 Javascript programming language, 380 password policy, administrators, 41 Jquery, 380 people as expenses, 8 MySql, 379 people, policy, and technology, 9 non-functional requirements, 378 800 Subject Index

Data preparation for feeding visual metaphors (cont.) MM, 188, 189 Python programming language, 378–379 second layer, 189 steps, 378, 379 detection mechanism, 187 thin client architecture, 378–380 DOSAC, 185 problem, 377–378 identification number (ID), 186 sunburst visual metaphor, 378 legitimate nodes, 186–187 treemap visual metaphor, 378 malicious nodes, 186 Data protection authority (DPA), 121 member nodes, 186 Data repositories (DRs), 122 packet integrity, 186 Data visualization, 328 PDoS, 186 Decision-making, knowledge-based, see Default Risk Information performance evaluation System system end-to-end delay, 189, 190 Decision Trees (DT), 307, 741 energy consumption, 189, 190 Deep learning (DL) technique, 19, 366, 422 SSAD, 186 architecture of, 599 Denial of Service Attacks and Countermeasures (DOSAC), 185 detection results, 599–601 Department of Homeland Security (DHS), 128 Normal mode, 598 DeRis system, see Default Risk Information System system Deep Neural Network (DNN) DES, see Data Encryption Standard image recognition, 51 3-DES, 133, 135 large-scale well-annotated datasets, 51 DesignDefect, 79 proposed method, 52, 53 Design phase, 160 VGG16 (see Visual Geometry Group with 16 layers) DevelopmentDefect, 79 Deep Packet Inspection (DPI) Dew Computing, 351, 352, 357 anomaly detection, 89 Diabetes management core routers, 89 glucose monitoring devices, 651–652 edge router, 89 GLUMIS hardware, 90 architecture, 652 HTTPS packet encryption, 90 decision tree analysis, 654 intrusion detection system, 89 experimental study, 656–657 pattern matching algorithms historical traceability view, 655–656 Boyer-Moore algorithm, 90 prediction method, 653 Wu-Manber algorithm, 90 prediction tree view, 654–655 proposed solution, vulnerabilities, 91 profile view, 654–655 software, 90–91 REALI System, 652–653 SSL, 90 Dickey-Fuller test, 354–355 Default prediction model, see Default Risk Information System Digital recording system, 339–340 Default Risk Information System (DeRis) system Digital signature schemes, see Proxy signature scheme architecture, 327 Dimensionality reduction techniques (DRTs), 459–461, 463, 464 descriptive analysis, 330 Directory travel methods, 65 Goal/Question/Metric approach (GQM), 328 Disciplinary diversity, 9 Hosmer-Lemeshow test, 328–330 Discrete Gaussian distribution, 71 indicators management, 327–328 Discrete logarithmic problem (DLP), 69 prediction model, 328 Discretionary access control (DAC), 750 Reasoner phase, 328 Discriminant analysis, 741 statistical analysis Distributed coordination function (DCF), 12 balanced sample, 330 Distributed Evolutionary Algorithms in Python (DEAP), 531–532 results, 330–331 Distributed makerspace model unbalanced sample, 330 advantages, 622 visualization, 328, 329 challenges, 623 Definition of Done (DoD), 234 civic participation, 622 Degree-constrained triangulation commonalities, 622 Delaunay triangulation, 684–685 concept commercialization, 623–624 even-degree nodes cost of operation, 623–624 AM algorithm, 687–689 environment and productive, 621 annular region, 686–687 Fab Lab, 622 preliminaries, 685–686 Farset Labs, 622–623 results, 688–689 franchise makerspace, 622 Delaunay triangulation, 684–685 innovation and creation, 622 Delegated goal, 521 small makerspaces, 622 Demilitarized Zones (DMZs), 752 Django, 378–379 Denial of service (DoS) attacks D3.js toolkit, 380 analysis, 186 DNN, see Deep Neural Network clustering technique, 185 Docker, reproducible research countermeasures creating Docker container, 391–392 first layer, 188 deleting old images and containers, 393–394 LM, 188 downloading images from arbitrary location, 393 Subject Index 801

installing, 391 healthcare, 745 running Docker container, 392–393 inclusion criteria, 746 as solution, 391 integrity, 747 transferring files in and out of container, 394 Johns Hopkins Nursing Evidence-Based Practice Evidence Rating using the OCRSpell container, 394 Scales, 746 Document analysis and recognition, see Reproducible research paper-based health records, 746 Document clustering, 399 patient safety, 747 Document indexing, 399 PRIMS flow chart, 746 Document object model (DOM), 65 quality of patient care, 745 Domain ontology, 268 security strategies and techniques, 748 DoS attacks, see Denial of service attacks Elementary Cycle (EC), 712 Down Syndrome (DS), 639, 647–648 E-mobility, 723 DPI, see Deep Packet Inspection Empathy in social interactions, 412–413 Drones, see Unmanned Aerial Vehicle Enable phase, 160 DRTs, see Dimensionality reduction techniques End Point Error (EPE), 607–610 Dyadic wavelet transform (DYWT), 590, 596 End-to-end timing model Dynamic resource provisioning algorithm, 492 distributed embedded system Age and Reaction delays, 715–717 distributed transaction, 715 E linking model, 712 Early esophageal cancer network timing model, 712 endoscopic image node timing model, 710–711 DL technique, 598–601 timing requirements, 712–713 DYWT, 596 under-estimated analysis results, 715 four-layered NN classifier, 597–599 extraction method image enhancement, 596 linking model, 714–715 normal and abnormal region, 595–596 network-level model, 713–714 Lugol’s iodine solution, 595 node timing model, 713 modes, 595 software architecture, 711, 713 Early gastric cancer timing requirements, 715 NBI mode, 589 Engineering design, 729–730 normal region, 589 Equivalent series resistance (ESR), 659–661 WTMM ESP8266 module, 173 detecting abnormal region, algorithm for, 592 Estimated Profit (EP), 732 DYWT, 590 EternalBlue, 93 experiment results, 592–593 Even triangulation grayscaled image, 591 AM algorithm, 687–689 preliminary experiment, 591–592 annular region, 686–687 threshold, 591 preliminaries, 685–686 WTM, 590–591 results, 688–689 Earnings Before Interest, Taxes, Depreciation and Amortization Expectation, 519 (EBITDA) per Total Assets ratio, 326 Expert systems, traffic lights recognition, see Traffic lights recognition E-commerce personalization, see Microsoft Usability Guidelines device Edges, 683 Educational and Academic Management System for Courses Based on Active Learning Methodologies (EAMS-CBALM), 267 F Evaluation Management module, 269, 271 Facial recognition-based authentication, 478 Evaluation Process ontology, 271, 272 FalseNegative(FN),114 teaching-learning process, 269 False Positive (FP), 114 User Story and Scenario Ontology, 271–273 Fast Healthcare Interoperability Resources (FHIR) message standard, eHealth 40 “4Vs” model, 628 FastSTCOPs-Miner, 318 IFO, 628–629 Fault diagnostics, variance shifts mapping process, 628–630 ANNIGMA, 297–298 RDF, 628–629 MEWMV chart, 297, 298 SWoT, 628 UMR charts, 298, 299 URIs, 628 Fault tolerance, 729–730 Web 2.0, 628 Feature engineering 802.11ac, see Wireless Local Area Network AUC, 533 802.11i standard, 12 Logistic Regression, 531–532 Electronic Health Records (EHRs) ML algorithm, 528 availability, 747 MTBF, 528 clinical intervention, 748 precision results, 532 computerized prescriber-order-entry, 746 recall results, 532–533 confidentiality, 747 software testing databases, 746 barrier of complexity, 530 802 Subject Index

Feature engineering (cont.) G defects, 528–529 Game Based Learning (GBL) techniques, 203 impossibility, 529–530 Gamification, 207–209 KP, 531 LevelLearn (see LevelLearn game) McCabe based metrics, 530 professional market, 213 NaiveBayes learners, 530–531 Software Project Management pesticides, 530 decision-making process, 214 problems, 530 discipline lessons, 214 SVM, 531 related researches, 214 test effort, 533–534 SCRUM framework (see SCRUM framework) Feature extraction, 399, 461 teaching-learning process, 213 Feature selection use of, 213 clustering process, 460–461 Gaussian mixture models (GMMs), 479 F-Regression score, 355 GDCSim, 163 Lasso regression score, 355 GE-based Visualization tool, 578 Mutual Information score, 355 Genetic algorithm (GA), 398, 399, 741 preliminary data analysis, 352–354 Geographic SpatioTemporal Analysis (GeoSTAT) tool, 578 Feistel cipher, 134 Geographic Storage, Transformation and Retrieval Engine (GSToRE), File transfer protocol (FTP), 752 492 Financial management, see Default Risk Information System GeoSTAT tool, 578 system GeoVISTA Crime Viz tool, 578 Fingerprint-based biometric authentication, 478–479 “GET” request, 173 Firewalls Global Positioning System (GPS), 569, 614–615 application-gateway, 752 GloVe model, 406–408 circuit-gateways, 752–753 GLUcose Management Information System (GLUMIS) DMZ, 752 architecture, 652 hardware and software, 751 data visualization packet filters, 751–752 historical traceability view, 655–656 Fitness function, 398–399 prediction tree view, 654–655 FLA, see Formal Languages and Automata Theory profile view, 654–655 Flight simulators, see Helicopter flight dynamics decision tree analysis, 654 Fog Computing paradigm, 351 experimental study, 656–657 Forensic Toolkit (FTK) interface, 82 prediction method, 653 Formal Languages and Automata Theory (FLA) REALI System, 652–653 Chomsky’s hierarchy, 197 Gluster File System (GlusterFS), 563 computational formalisms, 195 Goal/Question/Metric approach (GQM), 328, 656 Computer Science curricula, 197 Good Practices, ICT, see Information and communication technology problem solutions, 197 governance student report, 199 Graph classification methods, 338–339 syntactical languages, 197 Graph distance (GD) methods, 406 teacher report, 199–200 Graphical user interface (GUI), 560 FortiGate, 90 GreenCloud, 162 Four-layered neural network (NN) classifier GREEN method, 729–730 architecture of, 598 GroudSim, 163 proposed detection method, 598–599 Group-based collaborative marketing, see Business intelligence training images, 597–598 FPM20A fingerprint module, 478 Fragility H adverse events, 735 Hadoop Distributed File System (HDFS), 549 elderly population Hamiltonian triangulation, 683 casuistry, 736 Hashing, 123 data collection, 738 Helicopter flight dynamics ethics, 738 actual vs. forecast data exclusion criteria, 736 alpha variable, 347, 348 instruments, 738 altitude variable, 347 multi-functional analysis sensor, 737–738 phi variable, 347, 348 sensor validation, 736 q variable, 347, 349 study location, 738 speed variable, 347, 349 Framed ALOHA (F-ALOHA) protocol, 149 theta variable, 347, 350 Free and Informed Consent Form (TCLE), 736, 738 ANN F-Regression method, 355 description, 677 F-S-ALOHA protocol, 151–153 hidden layer’s neuron, 677 F-Test method, 355 learning rules, 677 Function-Component Matrix (EC), 729 sample results, 678–680 Function-Failure matrix (EF), 729 topology example, 677–678 Subject Index 803

ﬂight controls, 343–344, 676 PERIA-Framework graphic representation, longitudinal cyclic pitch, 345–346 evaluation, 29–30 mean absolute value (MAV), 348, 350 extension mechanism, 28 mean squared error (MSE), 348, 350 IAPM, 27 modelling, 344 instantiation, 29 PCA algorithm, 345 phases, 27 piecewise model, 345–347 prediction mechanism, 28 reference angle of aircraft, 345 revision mechanism, 28 time series, 345–346 predictions, 26 weighted interpolation, 347 revised, 26 weighted product, 345 voting mechanism, 26 Higher education institution, Kazakhstan Image Annotation Process Model (IAPM), 27 commercial and in-house built systems, 760 ImageNet dataset, 51, 52 communication, 760 Image subscriber, 573 functions, 759 Indicator management, see Default Risk Information System system information system, 759 Information and communication technology (ICT) governance, 34 interactive services, 759 Audit Court of the Union (ACU), 483 operating systems, 759–760 Control Objectives for Information and Related Technology software development, 760 (COBIT), 487 Higher Education Reference Ontology (HERO), 268, 269 critical success factors (CCF), 484 HIPAA Security Rule, 3 data analysis and interpretation Histograms of Gradients (HoG), 603–604 analysis of results, 487–489 Hosmer-Lemeshow test, 328–330 gross results, 486, 487 Hour-wise prediction model, mobile battery availability Information Technology Governance Index (iGovTI), 483–484 feature selection, 352–354 objective, 485 long short term memory (LSTM), 357 operation phase of survey Machine Learning models, 352, 354, 356, 357 application, 485 mean squared error metric, 356 data collection and validation, 485 model construction, 356 planning per-day average MSE, 356–357 hypothesis formulation, 485 predicted battery level, 356–357 instrumentation, 485 preliminary data analysis methodology, 485 battery level variation along time, 353 selection of participants and sample, 485 combination of features, 352 SEP, 484 correlation analysis, 353, 354 threats to validity, 489 Device Analyzer data-set, 352 Information Assurance Education (IAE), 128 formatted data-set, individual user, 353 Information retrieval systems, 398 F-Test method, 355 Information security, Republic of Kazakhstan Lasso regression model, 355 APWG statistics, infections, 33 Mutual Information method, 355 attestation and monitoring, 35 per-hour average battery level, 353 cybersecurity, 35 per-hour average energy supply feature value, 354 Cybershield, 36 time series analysis, 354–355 e-mail gateway of e-Government, 35 recurrent neural network (NN), 357 ICT, 34 Human-centered manual annotation, 26 incidents, 36 Hybrid encryption, 105–107, 110 information and communication infrastructure, 34 Hydrologic Response Units (HRU) selection methods, 496–497 information technologies, 34 Hypertext Transport Protocol (HTTP), 66, 91 integrated security system, 34 international information security standards, 35 Internet-resources hacking, 33 I IP-networks, 35 iCanCloud, 163 Law of the Republic of Kazakhstan on Informatization, 34 ID3 algorithm, 398 measures, 34 Identity manager, 102 national security, threats to, 34 IDPS solutions, see Intrusion detection and prevention systems regulatory documentation and technologies, 34 solutions requirements, 34, 35 Image annotation spam spreading, 35 ANNs, 26 standards, 35–36 automatic, 25, 26 vulnerability, 35 extended, 26 Information system, default risk prediction, see Default Risk imagens, 25 Information System system issues and motivations, 27 Information Systems (IS) design logogens, 25 reliability and fault tolerance, 729–730 low-level image descriptors, 26 structural dimension, 267 manual, 25–27 temporal dimension, 267 ‘Paivio’ dual coding theory, 25 Information Technology Governance Index (iGovTI), 483–484 804 Subject Index

Injected sensor nodes, 186 Scrum Institutional security plan, 128 and Agile, 222 Insufficient Transport Layer Protection (ITLP), 66 artifacts, 222–223 Insurance Cross selling, 427 events, 223 Insurance Up-selling, 427 roles, 223 Interactive image annotation system (I2A), 26 virtual merchandise, 221 Interactive Semi-Automatic Image aNnotations Tool (IT-SAIN), 29–31 Intra-cell/cluster communication Inter-cell/cluster communication communication range, 151 communication range, 151 contention process, traffic model, 153 embedded-Markov chain, 154 slot assignment, 152–153 input process, 154–155 Intrusion detection and prevention systems (IDPS) solutions output process, 155 cloud computing, 114 slot assignment, 152–153 cloud environment, 114 traffic load and stability conditions, 153–154 criteria summary, 114 Interdisciplinary Problem-Based Learning (IPBL), 233, 246, 252 lightweight, 114 Interferential current therapy (IFC) mobile host agent, 114 capacitance, 659–660 proxy server, 114 ESR, 659–661 security solutions, 114 medical attendant, 661 Suricata vs. Snort, 115–117 skin resistance, 659–660 Intrusion prevention systems (IPS), 40 vdP technique IoT, see Internet of Things burning prevention, 660–661 IoT Fitness Ontology (IFO), 628–629 DC power/low frequency AC, 661 IoT medicine dispenser 4-probe arrangement, 661 Archimedes Screw, tablet dispensing, 169–170 measurements, 662–663 Arduino Nano connection, 171 sheet resistance, material, 660 communications, 172–173 TENS, 660–661 design elements, 169 trans-resistance R, 662–663 electronics and canisters, 171 2-dimensional geometry, 660 functionality testing, 173 International Capture the Flag Competition (iCTF), 49 future developments, 173 Internet-based education LCD display, 171 case study, 196 medication management issues, 167–168 didactic method, 195 medication organizers, home, 168–169 educational tools, 195 need for, 167 FLA (see Formal Languages and Automata Theory) software learning by collaboration, 195 ThingSpeak, 169, 171–172 learning tool, 196 Twilio, 171, 172 chat service, 197 stepper motors and circuits, 170, 171 collaborative-environment, 197 3D casing, 170–171 conceptual visions, 198 IPBL, see Interdisciplinary Problem-Based Learning environment’s modules, 197, 198 IP-networks, 35 log service, 197 IPv4 modules and submodules, 197 TCP supported abstractions, 197, 198 delay, 14 tool-interface, 197 throughput, 13 working proof, 198, 199 UDP related simulators, 196 delay, 14 teaching-learning process, 195 throughput, 13 teaching methodology, 196–197 IPv6 Internet of Things (IoT), 721 TCP analytics, 103 delay, 14, 15 business sectors, 101 throughput, 13, 14 challenges, 102–103 UDP heterogeneous interconnected devices, 101 delay, 14, 15 intranet environment, 101 throughput, 13, 14 modelling, 102 privacy, 102 RT-ACMIS project, 249 J security, 102 Javascript programming language, 380 in smart home environment, 101 JCloudScale Midleware, 164 TSA4HC project, 233 jFAST, 196 Internships jFLAP, 196 by Blue Label Telecoms, 221 Jitter, 15 Design Science Research, 222 Joint learning, 423 general format, 222 Jquery, 380 results, 223 JSON Web Token (JWT), 498 Subject Index 805

K language independency, 505–508 Kaizen Programming (KP), 531 LR model fitted to titanic data Kazakhstan Computer Emergency Response Team (KZ-CERT), 36 with age replaced by ln(1 + age), 445 K-CRIO ontology, 268 with missing values removed, 445 Key derivation function (KDF), 110 multi-class image classification, 758 Key encapsulation mechanism (KEM), 106, 107, 110 optimal transformation determination, continuous predictor, 444 King of the hill (KOTH), 49 performance measures for binary classifiers, 444–445 K-means clustering, 460 precision, recall, and F1 values k-Nearest Neighbors (KNN), 52, 307, 741–742 for Categories 0 and 1, 446 Knowledge-based decision-making, see Default Risk Information for Category 1, 447 System system for final LR model based on age, 445 Knowledge based word representations, see Word embeddings learning for final LR model based on ln(age), 445 Knowledge bases (KB) problem description, 443–444 dataset and training details, 22 pseudo R-square for transformed and untransformed predictors, graph-based datasets, 19 446 NELL, 20–21 pseudo R-square values, 447 NTN, 19, 21–22 titanic data set, 445 results, 22, 23 transformations and predictors, 446, 447 semantic information, 19 values of t-statistics, 446 Knowledge Discovery Meta-Model (KDM) models, 162 Logit or Probite Models of Survival Analysis, 326 Knowledge Integrator, 20 Long short-term memory networks (LSTMs) Kubernetes, 164 character embeddings, 422–426 Chinese word segmentation (CWS), 422–426 experiments L datasets, 425 Laplace transform, 644 final results on SIGHAN Bakeoff 2005, 425 Lasso regression model, 355 model analysis, 425–426 Law of the Republic of Kazakhstan on Informatization, 34 pre-training, 425 Leadership radical decomposition, 425 empowerment, discretion, and freedom, 7 joint learning ethical, 8–9 character decomposition, 423 and innovation, 8–9 continuous skip-gram (SG) model, 423 intellectual property workers, 8 radical aware neural architectures knowledge sharing, 8 character Bi-LSTM layer, 424 Learning methods, 362–363 conditional random fields (CRF) layer, 424 Legitimate message (LM), 188 radical LSTM layer, 423–424 Legitimate Relationship Service (LRS), 39 radical embedding, 422–426 LevelLearn game Loss ratio, 16 academic level course, 207, 209 Lower Envelope Algorithm (LEA), 703 lenses, 209 LUCID visualization system, 44 methodology, 209–211 Pedagogy course, 208 research question, 207–208 M results, 211 Machine learning (ML) in Software Engineering courses, 207 algorithm, 528 teaching-learning process, 208–209 automatic music genre classification, 397–399 web application, 207, 209 continuous predictors transformation (see Logistic regression) LIght Detecting And Ranging (LIDAR), 569 hour-wise prediction model, mobile battery availability, 352, 354, Linear Regression (LR), 741–742 356, 357 Line of sight communication (LOS), 615 malicious software classification, 52 Lipstick color application virtual model, see Virtual lipstick try-on multi-class image classification, 757 application model NLP, 19 Local clock synchronization note-taking software, 333, 338, 339 commonly observed events, 177–178 personal data protection, 119 evaluation, 182 Macroeconomic factors, 326 GPS, 175 Malicious message (MM), 188, 189 local clock values, 175 Malicious nodes, 103 observation time, 177 Malicious software classification relative drift estimation, 179–182 byteplot grayscale images, 52 relative offset estimation, 178–179 deep learning algorithms, 51 transmission delay of control messages, 175–176 experimental results in wired networks, 175 classification results, 56–58 LogicalFormualtionSet, 505–506 dataset, 54 Logistic regression (LR), 305, 307, 328 feature extraction analysis, 54–56 biserial and point-biserial correlation coefficients, 444 feature extraction, 51, 52 feature engineering, 531–532 kNN classifier, 52 806 Subject Index

Malicious software classification (cont.) textual data, 318 machine learning, 52 TSARs, 317, 319, 320, 322 methodology Mini-batch gradient (MGD) descent, 757 building DNN model, 52 MiTSAI, see Miner of Thematic Association Rules for Images byteplot visualization, 52, 53 ML, see Machine learning RGB conversion, 52 MLP, see Multilayer perceptron SVM classifier, 52 MNIST digit classification transfer learning, 54 accuracy value, 757 VGG16 architecture, 53–54 average training time, 758 one-versus-all classification approach, 52 data set, 757 pattern recognition, 52 models, 757 sample identification, 51 results on CPU, 758 static and dynamic malware analysis, 52 results on GPU, 758 task, 51–52 Mobile augmented reality, virtual makeup model, see Virtual lipstick Malware, see Malicious software classification try-on application model Mandatory Access Control (MAC), 750 Mobile cloud computing (MCC), 351 Manual image annotation, 25–27 Mobile device battery lifetime prediction model, see Hour-wise MapReduce algorithm prediction model, mobile battery availability createNewItemsets ( ) method, 546–547 Mobile forensic tools experiment data and platform, 549 Cellebrite UFED, 82–83 Map 2 ( ) method, 548 core features, 82 pseudo-code, 546–547 data extraction findings, 84–85 Reduce ( ) method, 547–548 evidence rules, 82 Reduce2 () method, 548–549 FTK interface, 82 value of interestingness, 546, 548 individual tools, challenges and limitations, 82 worker nodes, 549–550 integrated approach, 83–84 MaryTTS, 46 MPE, 82 Master Boot Record (MBR), 93 optional features, 82 Master data repository (MDR), 122–123 Oxygen Forensic, 83 Master File Table (MFT), 93, 94 Samsung Galaxy On5 (SM-G550T1), 83–85 Master key generation algorithm, 71 Samsung Galaxy S III (SCH-I535), 83–87 MAVLink, 570 software tools, 81 Mavros, 573 standard evaluation process, 82 Mean Shift clustering algorithm, 464 Mobile Phone Examiner (MPE), 82 Mean time between failures (MTBF), 528 Mobile phone voting, in South Africa Medicine dispenser, see IoT medicine dispenser IDPS solutions Mel Frequency Cepstral Coefficients (MFCC) cloud computing, 114 ANA, 643–644 cloud environment, 114 class intervals, 641 criteria summary, 114 Discrete Fourier Transform, 641 lightweight, 114 Fourier transform, 640–641 mobile host agent, 114 oscillation amplitudes, 640 proxy server, 114 sound waves, 640 security solutions, 114 MEN evaluation method, 407, 408 Suricata vs. Snort, 115–117 MEWMV chart, see Multivariate Exponentially Weighted Moving security threats, 113 Variance chart MOCA, see Service-Centered Operation Methodology M5P learning algorithm, 362–366 Model-Driven Architecture (MDA), 253 M5Rules model, 362–363 Model-Driven Development (MDD), 253 Microsoft Dynamics Ax, 460 Modern cybersecurity, 9 Microsoft Migration Accelerator (MA), 163 ModiFace, AR start-up company, 365 Microsoft Usability Guidelines (MUG) Modified Huffman code B2C websites, 726 advantages, 762 conceptual model, 726 compression benefit, 761–762 definition, 725 decompression program, 762 Hofstede’s cultural value, 725–726 disadvantages, 762 Nisbett’s cognitive style, 725–726 English language, 761–762 results, 726–727 space complexity, 761 usability requirement, 725–726 Monte Carlo simulation, 555 Miner of Thematic Association Rules for Images (MiTSAI) Multifunctional analysis sensor experiments, 321–323 accelerometers, 737 mining process, 319–320 equipment prototype, 737 overview, 319 NIT, 737 performance criterion, 318 TUG test, 737–738 post-processing, 320–321 Multilayer perceptron (MLP), 275 pre-processing, 319 architecture, 280, 282 Subject Index 807

network training process, 280 association algorithms, 288 RNA technology, 278 association rules, 287–288 sampling algorithm, 281 CRISP-DM reference model structure, 279 business understanding, 288 test set matrix confusion, 282 data understanding, 288, 289 Multilingual Text-to-Speech Synthesis, 46 database, statistics and machine learning, 287 Multimodal biometrics authentication, 479–480 data preparation Multimodal Commuter App, 723 cleaning data, 289 Multiplayer games data set result, 289 activity model evaluation, 290–292 The Chemist. C1 and C2, 512 modeling, 289–290 class PLAYER, 512 Pearson correlation algorithm, 289 human opponents/cooperators, 511 quantitative observations, 289 named scenarios, 511 Student Questionnaire, 289 simulation results, 513–514 future works, 293 transitions T0 to T11, 512–513 implementation, 292–293 video game Tom Clancy’s Ghost Recon: Wildlands, 511–512 patterns, 287 game design, 509 Natural language processing (NLP), 311, 422, 423 possibilistic Petri nets, 510–511 C-NET, 20 singleplayer, 509 DL techniques, 19 WorkFlow net, 510 knowledge bases Multiple linear regression, 362–363 dataset and training details, 22 Multi-tier Data Center Simulation Platform (MDCSim), 162 graph-based datasets, 19 Multivariate Exponentially Weighted Moving Variance (MEWMV) NELL, 20–21 chart NTN, 19, 21–22 advantage, 295 results, 22, 23 challenge, 295 semantic information, 19 control limits, 296 ML techniques, 19 identity matrix, 296 RCM model, 20 MEWMV statistic, 296 RC-NET framework, 20 monitoring variability after heart surgery, 297, 298 R-NET, 20 variance shift identifier, 295 TransE model, 20 Music genre classification, automatic, see Automatic music genre word embeddings, 19, 20 classification word representations (see Word embeddings learning) Mutual Information method, 355 NELL, see Never-Ending Language Learner MySQL database, 45, 47, 379 NetCDF data format, 498 Network administrators, NHS, 40, 41 NetworkCloudSim, 162 N Network Intrusion Detection System (nIDS), 90 Naive-Bayes (NB) classifiers, 741–742 Network virtualization, 141 Narrow Band Imaging (NBI) mode, 589 Network Virtualization with GRE (NVGRE), 141 National Care Record (NCR), 39 Network vulnerability National Collegiate Cyber Defense Competition (NCCDC), 49 inappropriate/non-existent firewalls, 66 National health service (NHS), United Kingdom lack of backup and storing systems, 66 identity management lack of distribution network protocols, 66 protection, 41 lack of encrypting passwords, 66 vulnerabilities to, 40–41 lack of physical and environment protection, 66 information system infrastructure lack of securitymonitoring, 67 CCGs, 39, 41 network infrastructure, lack of security, 66 NHS Digital organization, 39 network trafficking, 67 Spine network, 39–40 web application vulnerabilities, 65–66 threats, 40 Neural language model (NLM), 406 National Initiative for Cybersecurity Education (NICE), 127 Neural networks, 398–401 National Student Performance Exam (ENADE) Neural Tensor Network (NTN), 19 data mining dataset and training details, 22 association algorithms, 288 error function, 22 association rules, 287–288 function, 21–22 CRISP-DM reference model, 288, 289 noise-contrastive estimation, 22 database, statistics and machine learning, 287 stochastic gradient descent technique, 22 data preparation, 289–292 two-layer neural network, 21 future works, 293 Neuro-linguistic programming (NLP), 412 implementation, 292–293 NeuroMessenger evaluation patterns, 287 computer-mediated communication (CMC), 411 Student Questionnaire, 287 content analysis results, 416 Test and Courses Coordination Survey, 287 empathy in social interactions, 412–413 National Student Performance Exam (ENADE) data mining experimental evaluation 808 Subject Index

NeuroMessenger evaluation (cont.) note display, infected computers, 93, 94 context selection, 414 vs. Petya, 93 experimental designs, 414–415 Salsa20 cipher, 97 goal definition, 413–414 solutions hypothesis formulation, 414 advanced boot options window, 96 instrumentation process, 415 CrowdStrike Blog, 94–95 participant and artifact selection, 414 Data recovery Pro scanning options, 97, 98 preparation steps, 415–416 Data Recovery Pro software, 97 mediators’ scores in empathy evaluation, 416 files after recovering successfully, 97, 99 neurominer, 413 files available to export, 97, 98 NLP, 412 formatting infected hard drive, 96 threats to validity HackerFantastic encryption process, 95 construct validity, 417 items available to recover, 97, 98 external validity, 417 Malwarebytes, 96, 97 internal validity, 417 reinstalling operating system, 96 Never-Ending Language Learner (NELL), 19 Safe Mode with Command Prompt, 96 dataset and training details, 22 Safe Mode with Networking, 96 Knowledge Integrator, 21 2-SpyWare.com, 95–97 ontology, 21 threats detected report window, 97 results, 22 NSF Noyce Project (NEST Project) semi-supervised learning agent, 20 BMCC, 539 software architecture, 21 STEM task types, 21 interview results, 543–544 Next Generation Firewall (NGFW), 90 K-12 teachers, 540 NHS Digital, 39 Noyce scholars, 540 NICE Cybersecurity Workforce Framework (NCWF), 127 recruitent and mentorship, 540–542 NLP, see Natural language processing survey results, 542–543 Noise Contrastive Estimation (NCE), 20, 22, 406 T4 program, 540 Non-Articulatory sound recognition (ANA) NTN, see Neural Tensor Network experiments NTRU lattices, 70, 72–73 design, 645–646 Nucleus of Technological Innovation (NIT), 737 goals, 645 feature extraction Laplace transform, 644 O MFCC, 643–644 OAuth2 database, 40, 41 sound recording, 643 Object recognition mechanism, 370 STs Obstacle detection, see Unmanned Aerial Vehicle accuracy, 647–648 Obstacles, 519, 522 feature vector, 644–645 OCRSpell, spelling correction system reference vector, 644 coding, 390–391 segmented sounds, 646–647 Docker, open source project SVM creating Docker container, 391–392 accuracy, 647–648 deleting old images and containers, 393–394 linear kernels, 645 downloading images from arbitrary location, 393 segmented sounds, 646–647 installing, 391 No Reduction technique, 461 running Docker container, 392–393 Normal annular region, 687 as solution, 391 Normalized Difference Vegetation Index (NDVI) transferring files in and out of container, 394 CSV format, 581 using the OCRSpell container, 394 evaluation, 582, 585–587 On-board aircraft system, 518 example of, 581, 583 One-step binomial tree, 553 focus of interest, 582, 584 Ontology-based representation, see eHealth instances normalized and nonnormalized, 582–584 Ontology Web Language (OWL), 628 Parallel Coordinates graph, 578–581 OntoSoft agile process, 268 SATVeg, 578 Open Information Security Foundation (OISF), 115 simultaneous consultation, 582, 585 Open-shop scheduling problem (OSSP) spatial visualization map, 579–580 ACO spatiotemporal data, 578–579 algorithm, 695, 698 temporal data, 579–580 initial trails, 695 Temporal Texture, 578–579 pheromones updates, 694 Note-taking software, see ShovelWare software Taillard Benchmark instances, 695–698 NotPetya ransomware trails selection, 695 EternalBlue, 93 CS infected organizations, 94 fitness function, 694 malware-laden attachments, 93 initial solutions, 693–694 MS17-010 SMB vulnerability, 94 Lévy flights, 693 Subject Index 809

move distance, 693 P optimization algorithm, 692–695 Parallelizing legacy sequential software rescheduling transformation, 694 analysis phase Taillard Benchmark instances, 695–698 feasibility analysis, 453–454 definition, 691 identification of parallelization potentials, 453 lower bound, 691 CUDA, 454–457 problem-specific heuristics, 692 development phase, 454 4 × 4 Taillard benchmark instance, 691–693 industrial evaluation, 3D vision library at ABB Robotics Open System Interconnection (OSI) model, 40, 186 analysis phase, 455–456 Operating system (OS) development phase, 456–457 ACSs, 750 specification phase, 454–455 anti-virus software (AV), 750, 753–754 novel aspect, 452 CIA, 749 OpenMP, 452, 454–457 DAC, 750 specification phase, 452–453 definition, 749 state-of-the-art, 452 firewalls steps, 451 application-gateway, 752 Paraphrase knowledge, see Word embeddings learning circuit-gateways, 752–753 Partial auto-correlation function (PACF), 355 DMZ, 752 Participating social media organizations (POs), 124 hardware and software, 751 Password cracking tools, 41 packet filters, 751–752 Password protection policies, 65 MAC, 750 Path-based denial of service attacks (PDoS), 186 protection measurements, 754 Pattern analysis, speech, see Speech pattern analysis RBAC model, 750 Pattern recognition, flight dynamics, see Helicopter flight dynamics user IDs and passwords Performance of people, 412 advantages, 750 Peroxisome proliferator-activated receptors (PPARs), 635 cyber-attacks, 750 Perpetual innovation, 7, 9 DES and MD4, 751 Personal data protection disadvantages, 750–751 blockchain vulnerability, 749 Bitcoin transactions, 120 OperationDefect, 79 ledger-recorded transactions, 120 Ophcrack, 5 mutual consensus, 120 Optical flow for personal data, 122–124 color constancy constrain, 604–605 cryptocurrency, 124 color model, 605 cryptographic and anonymization techniques, 124 deep-flow, 604 data collection scope, 120 Dogdance sequence, 607–608 data lineage transparency, 124 exhaustive matching data usage limitations empirical evaluation, 607 through EU-U.S. Privacy Shield, 120, 121 maximum gradient, 610–611 through organization policy, 120, 121 maximum optical flow error, 610 encryption, 124 random locations, 609–610 machine learning, 119 uniform locations, 609–610 PO, 124 exhaustive search, 606 privacy policies, 119 gradient constancy constrain, 604–605 robust watermarking, 124–125 HoG, 603–604 social networking with robust privacy, 124 large displacement, 605 VCCs, 124 linearization, 604 Personal demographics system (PDS), 39 matching confidence value, 606 Personal health information (PHI), 39 Middlebury database, 606–608 ACLs, 4 motion estimation, 604 authorization, 4 parameter estimation CACs, 4 EPE and AAE, 607–609 CIA triad, 3 fixed parameters, 607–608 Cisco’s recommended network topology, 4 reported values, 607, 609 dictionary attacks, 5 weight map, 607, 609 mobile devices, 4–5 problem solving, 605–606 password pseudo code, 606–607 brute-force attack, 5 QPBO, 603 cracking tools, 3, 5 variational model, 604 hackers, 5, 6 Optimization, Performance Evaluation and Resource Allocator policies, 5 (OPERA), 163 requirements, 3, 5 Organizational communication, 201 strength, 5 Outdated malware protection, 65 penetration testing, 5–6 Overlay network technology, 141 RBAC, 4 Oxygen Forensic Detective v9.6.2, 83 two-factor authentication, 4 810 Subject Index

Personal Medication Manager, 171, 172 plaintext randomization, 105 Pheromones, 694–695 Bellare’s left-right oracle, 107 PHI, see Personal health information CCA2 decryption oracle, 106–107 Piecewise model, 345–347 ciphertext, 106–107 PKE-SR, see Public key encryption with sender recovery definition, 108 Plan-Do-Check-Act (PDCA), 531 goal of, 107 Plan phase, 160 higher-level protocol, 106 PoC, see Proof of concept KEM/DEM scheme, 106 Possibilistic Petri net model, 510–511 k-of-n secret sharing, 106, 107 PPP, see Public Private Partnership with multiple receivers, 108–109 Precipitation-runoff modeling system (PRMS) notion, 106 control strategy, 495–496 real-or-random security, 107 data convertor, 498 single receiver, 109 feedback collector, 494 practical instantiations Hydrologic Response Units (HRU) selection methods computational group scheme, 110 manual selection, 496 Cramer-Shoup (CS) scheme, 110–111 parameter selection, 496–497 key derivation functions, 110 Hydroshare, 492 target collision hash function, 110 NetCDF, 498 public/secret keypair, 106 one-time authentication service, 498 Public key infrastructure (PKI) system, 40 queue master, 492–493 Public Private Partnership (PPP) rule manager, 494–495 business plan templates, 256–257 server master, 493–494 information technology (IT), 257 servers, 494 internal communication channels, 257 Prediction Extension Revision Image Annotation Framework planning optimization, 262, 263 (PERIA-Framework) quantitative methods, 260 evaluation, 29–30 SPC, 260–261 extension mechanism, 28 time series, 261–262 IAPM, 27 Public transport optimization, 723 instantiation, 29 Python programming language, 371, 378–379 phases, 27 prediction mechanism, 28 revision mechanism, 28 Q Preferred representation system (PRS), 411–414 Quadrant, 604 Principal component analysis (PCA) algorithm, Quadratic Pseudo-Boolean Optimization (QPBO), 603 345 Qualitative Insight into Microbial Ecology (QIIME), 561–562 PRMS, see Precipitation-runoff modeling system Quality Management System (QMS), 259, 260 Probability of default, 328 Quality User Story (QUS) framework, 268 Problem-Based Learning (PBL), 267 Quantitative study of structure-activity relationship (QSAR) models Problem frame, 521 cheminformatics, 631 Product Owner (PO), 208 compound group, 631 Project management, 201 experimental analysis Proof of concept (PoC) chemical data, 634–635 detection stage, 239 datasets, 634 response stage, 239, 241–242 description of experiments, 635 RT-ACMIS project, 249, 250 results, 635–636 screening stage, 239 medicinal chemistry, 632 subsystems, 239 SVR timeline, 242, 243 gap variables, 632 treatment stage, 239 loss function, 633 Proof of stake (PoS), 123 optimization problem, 632 Proof of work (PoW), 123 SVR-ATL, 633–634 Protégé editor, 629 transfer learning techniques, 632 Proxy signature scheme DLP, 69–70 proxy private key, 69 R public proxy key, 69 Radical aware neural architectures Shor’s algorithm, 69 character Bi-LSTM layer, 424 SPS scheme (see Self proxy signature scheme) conditional random fields (CRF) layer, 424 Public key encryption with multiple users game, 108 radical LSTM layer, 423–424 Public key encryption with sender recovery (PKE-SR) Radical decomposition, 425 CCA2-secure, 105, 106 Radical embeddings, 422–426 contributions, 106 Radical LSTM layer, 423–424 definition, 105, 107–108 Random Forests (RF), 742 forward secrecy, expired keys, 105, 106 Random Forests, ensemble method, 362–363 hybrid encryption, 105–107, 110 Reactive Systems Model (RSM), 248–249 Subject Index 811

Real-Time Accident and Crises Management Integrated System Resource scheduling, 351–352 (RT-ACMIS) project Ridge Regression regularization term, 355 agile Scrum method Risk assessment, 730 artifacts, 247 Road safety ceremonies, 247 biometrics and vehicle security roles, 247 behavioral biometrics-based authentication, 479 Scrum, pillars of, 247 facial recognition-based authentication, 478 Sprint, 247 fingerprint-based biometric authentication, 478–479 tailoring, 249 multimodal biometrics authentication, 479–480 agile testing, 247–248 seat sensing biometrics, 479 ANSYS® SCADE, 248–249 speech recognition-based authentication, 479 architecture, 249, 250 detecting medical emergencies, 476 expansion, 253 driver convenience, 477 game phase, 250–252 impaired driving states, 477 hardware, 249 measuring driver distractions, 476–477 pre-game phase, 250 measuring drowsiness, 477 Scrum Teams (STs), 252 monitoring psychological states, 475–476 software quality, reliability, and safety, 246, 247 NeuroSkyMindWave mobile sensor, 477 standards, 246 Robert Morris University (RMU), 131 Real-time security operation, 67 Robot Operating System (ROS) firmware, 570, 572–573 Recurrent neural network (NN), 357 Role-Based Access Control (RBAC) model, 4, 750 RED method, 729–730 RT, see Requirements traceability Reduced-error pruning tree (REPTree), 362–363 RT-ACMIS project, see Real-Time Accident and Crises Management Reduce ( ) method, 547–548 Integrated System project Relative drift estimation, 179–182 Rule-based makeup recommendation system, 365–366 Relative offset estimation, 178–179 RuleSet, 503 Reliability, 729–730 Renewable energy competitive ratio, 704–707 S continuous state problem Samsung Galaxy On5 (SM-G550T1), 83, 84 cost curves and competitive ratio curve, 703 Cellebrite features, 84, 85 idle cost and power up costs, 702–703 device information, 84 strategy curves, 704 performance results, 84, 85 costs progressive, 705–706 Samsung Galaxy S III (SCH_I535), 83 cost strategy, 704 Cellebrite’s results, 85, 86 game-theoretic approach, 702 device information, 84 online computation, 702 performance results, 85, 87 OPT and online strategy, 705 Satellite Image Time Series (SITS) power-down problems, 701–702 FastSTCOPs-Miner, 318 smart grid, 702 Hadoop Framework, 318 Representational system (RS), 412 hypotheses, 317 Reproducible research MiTSAI difficulties, 390 experiments, 321–323 Git concept, 389 mining process, 319–320 OCRSpell (see OCRSpell, spelling correction system) overview, 319 results, 394 performance criterion, 318 TIDY data, 389 post-processing, 320–321 Requirements traceability (RT) pre-processing, 319 agility, 226 textual data, 318 definition, 225 TSARs, 317, 319, 320, 322 industrial Scrum project, 229–230 pre-processing access, 317 mechanism, 226 solar SITS, 317 mission-critical systems, 226 spatiotemporal data, 318 proposed solution spatiotemporal itemsets, 318 information retrieval, 227 spatiotemporal mining algorithms, 318 integrating documents, 227 SBVR Global Registry, 503 RTM, 227 SBVR Structured English (SBVR-SE), 499–500 tagging, 227 SBVR Vocabularies, 505 tasks, 227–229 SC, see Shopping do Cidadão related work, 226–227 SCADE Suite KCG, 249 requirements and testing alignment, 226 Science, Technology, Engineering, and Math (STEM) discipline, Requirements traceability matrix (RTM), 227 9 Research and Development (R&D), 257–258 interview results, 543–544 Resource availability, 352 K-12 teachers, 540 Resource Description Framework (RDF), 628–629 Noyce scholars, 540 Resource provision, 521 recruitent and mentorship, 540–542 812 Subject Index

Science, Technology, Engineering, and Math (STEM) discipline (cont.) elicitation process, 519–521 survey results, 542–543 example scenario context, 518 T4 program, 540 KAOS, 519, 521–522 Scrum agile method, see TSA4HC project security experts, 517–518 SCRUM framework SEPP, 521, 524 ceremonies, 214 strategy, 518 contributions, 214 STS, 521–523 credibility, 218 issues, 517 data analysis Security vulnerability, 102 applicability, 216, 218 Self-organizing map (SOM), speech pattern analysis feedbacks, 216 network architecture, 435, 437 motivation, 218 quality, 438, 439 questions quality and activities presentation, 216 visualization, 439–441 usability, 216, 217 Self proxy signature (SPS) scheme electronic serious game, 213 definitions, 70 events, 214 ECDLP, 70 iterative and incremental development, 213 Gaussian on lattices, 71 literature feature games, 214 hardness assumption, 71–72 participants and description, 215–217 identity based self proxy signatures, 69–70 SCRUMI game, 215, 216 master key generation, 71 structural framework, 214 notations, 70 theoretical foundation, 214 NTRU lattices, 70, 72–73 SCRUMI game, 215, 216 random oracle assumption, 70 Scrum Master (SM), 208, 247 security analysis, 73 Scrum methodology, internships, 207, 208 temporary private and public keys pair, 69 and Agile, 222 SelfProxySignGen, 72 artifacts, 222–223 SelfProxySignKeyGen, 72 events, 223 SelfProxySignVefy, 72 roles, 223 Semantics of Business Vocabulary and Rules (SBVR) Standard Scrums Agile Framework, 246, 252 CS Scrum Teams (STs), 252 advantages, 500 Seat sensing biometrics, 479 Business Rule Vocabulary, 500–501 SecAOnto, see Security assessment ontology CNL, 500 SecAOnto.owl Meanings and Representations Vocabulary, 500 information security, 78–79 modal formulation, 501 security assessment, 79 obligation formulation and quantification, 501 systems assessment, 77–78 editor Secure KAOS, 519, 521–522 Business Rules, 503–504 Secure self proxy signature scheme, 70 compound keywords problem, 502 Secure Socio-Technical System (STS), 521–523 definitions, 502–503 Secure Socket Lay (SSL) inspections, 90, 91 language model, 502 Security assessment ontology (SecAOnto) Logical Formulations, 505–508 core model parsing approach, 503–505 application scenario, 79 syntax highlighting, 505 core classes, 77, 78 verb concepts, 503–504 coverage calculus algorithm, 79 XText Framework, 501 evaluation marks, 79 RuleSpeak, 500 information security, 78–79 SBeaVeR, 501 OntoMetric, 79 SBVR-SE, 499–500 security assessment, 79 VetisTool, 501 systems assessment, 77–78 Semantic Web (SW) technologies creation process, 77 cognitive computing, 627–628 developing, 77 definition, 627 Guarino’s ontology classification, 75 eHealth knowledge formalization, 76 “4Vs” model, 628 objective, 75 IFO, 628–629 related works, 76–77 mapping process, 628–630 and taxonomies, 75 RDF, 628–629 SecurityDefects, 79 SWoT, 628 Security Engineering Process using Patterns (SEPP), 521, 524 URIs, 628 Security Information and Event Management (SIEM), 76 Web 2.0, 628 Security Information exchange programs, 91 Semi-automatic image annotation, 26 Security problem frames (SPF), 521 Sentiment analysis (SA), PtBR Security requirements engineering (SRE) AR dataset, 311 evaluation methodology comprehensive evaluation, 312 Subject Index 813

dataset and training details, 313 generic project data structure, 336, 337 multilingual matches, 312 Mongolia project structure, 336, 337 STAs, 312 data recording, 339–340 CNNs graph interface, 334, 335 ConvNet, 311, 315 home interface design, 334, 335 NLP, 311 login interfaces, 334, 335 text classification, 311 SIGHAN Bakeoff 2005, 425 cross-lingual SA, 311, 312 Silent Hill II video games modeling, see Timed Petri net model experiment settings, 313–314 SimLex999 evaluation method, 407, 408 method Simple linear regression, 362–363 character quantization, 313 Simple Network Management Protocol (SNMP), 226 discrete input function, 312, 313 Simulation Program for Elastic Cloud Infrastructures (SPECI), 163 model architecture, 313 SIS problem, see Small integer solution problem 1-D max-pooling operation, 312 SITS, see Satellite Image Time Series multi-class classification, 314, 315 Skip-gram and bag-of-words (CBOW), 406 polar classification, 314, 315 Small and Medium Enterprises (SMEs), see Cloud computing Service-Centered Operation Methodology (MOCA) Small integer solution (SIS) problem implementation, 263 γ shortest vector problem, 72 information structure, 259 over NTRU lattices, 72 macro processes, 257 over ring, 71 operational control, 259 SmartCloud iNotes, 163 operation model, 258–259 Smart mirror system, 366 QMS, 259, 260 Smart museum strategic guidelines, 256 experimental results traceability, 257 statistical measurements, 669–671 Service manager, 102 total number of views, 669, 671–673 Shared key encryption (SKE) schemes, 107 lighting system, 668–669 Shopping do Cidadão (SC) objects damage, 668 Business Model organic materials, 668 Corporate Governance, 258 programming languages and tools, 669 governance players, 258 sensory and cognitive, 668 MOCA, 259, 260 ultraviolet radiation, 668 operation model, 258–259 web programming, 669 participants, 258 Smart Parking app, 723 technological infrastructure, 258 Smartphone business plan templates, 256–257 mobile forensic tools (see Mobile forensic tools) company performance map, 256 online attacks and criminal activities, 81 constant new opportunities perceptions, 257 potential evidence items, 81 future works, 264 Samsung Galaxy On5 (SM-G550T1), 83–85 guidelines, 255 Samsung Galaxy S III (SCH-I535), 83–87 internal communication channels, 257 Snort, 90–91 IT tools, operation maintenance, 257 Software-as-a-Service cloud, 334 operations strategy, 256 Software assessment, see Security assessment ontology optimization calculations, 255 Software Engineering Research Group, 245–246 PCO optimization Software Project Management algorithm, 259–260 decision-making process, 214 PPP projects, new concepts (see Public Private Partnership) discipline lessons, 214 research methodology, 259 related researches, 214 strategy, customers services, 259 SCRUM framework (see SCRUM framework) program evaluation teaching-learning process, 213 customer service, 263–264 Software vulnerabilities MOCA advantages, 263 buffer overrun, 63 quantitative results, 264 lack of awareness, 64 quality standard maintenance, 257 lack of penetration test, 64 R&D, continuous improvement, 257–258 operating environment, 63 ShovelWare software race conditions, 63 architecture, 334, 335 resource exhaustion, 63 cross-platform capabilities, 334 standardization, canonical form, 64 data analysis trust violation, 64 bioarchaeology, 338–339 Solar-powered Remotely Piloted Aircraft (RPA) graphs, 337–338 ANN algorithms, 614 reports, 337, 338 Artificial Intelligence, 614 data entry and management climate changes, 616 cloud hosting, 336–337 cloud based technology, 617 custom forms, 336 communication signal, 615–616 814 Subject Index

Solar-powered Remotely Piloted Aircraft (RPA) (cont.) Discrete Fourier Transform, 641 earth’s structure, 616–617 Fourier transform, 640–641 GPS, 614–615 oscillation amplitudes, 640 ground change detection, 613, 616 sound waves, 640 long distance communication, 614 statistical methods, 642 LOS, 615 SVM, 642–643 UAV, 614 Speech recognition-based authentication, 479 SolarWinds, 90 Spine directory service (SDS) database system, 39 South Africa Spine network, 39–40 internship (see Internships) Sprint Planning (SP), 234 M-voting (see Mobile phone voting) SPS scheme, see Self proxy signature scheme unemployment rate, 221 2-SpyWare.com, 95–97 SpatioTemporal Visualization (ST-Vis) Tool SQL injection attacks, 65 GE-based Visualization tool, 578 Stacking, ensemble method, 362–363 GeoSTAT tool, 578 STAMPSNet Intelligent System, 236 GeoVISTA Crime Viz, 578 advantages, 237 improvement options, 582 application timeline, 242, 243 InfoScope, 578 detection stage, 237, 238 NDVI response stage, 238–241 CSV format, 581 screening stage, 238, 240 evaluation, 582, 585–587 treatment stage, 238, 240 example of, 581, 583 STAMPS project, see TSA4HC project focus of interest, 582, 584 Star Trek™,47 instances normalized and nonnormalized, 582–584 State Graph, 468 Parallel Coordinates graph, 578–581 Stateless Transport Tunneling Protocol (STT), 141 SATVeg, 578 Statistical Process Control (SPC), 260–261 simultaneous consultation, 582, 585 Statistical Tests (STs) spatial visualization map, 579–580 accuracy, 647–648 spatiotemporal data, 578–579 feature vector, 644–645 temporal data, 579–580 reference vector, 644 Temporal Texture, 578–579 segmented sounds, 646–647 objective, 577 Stratified sampling algorithm VIS-STAMP tool, 578 advantage, 277 Speech pattern analysis ANN dynamic features, 434 banking credit risks analysis, 279–281 feature extraction, 434 computational model results, 281–283 F0 features MLP neural networks application, 281 for female speakers, 435, 436, 438 data clusters process, 276, 277 for male speakers, 435–437 data extraction, 276 intensity features data representativeness evaluation, 278–279 for female speakers, 437, 439 descriptive statistical indicators, 278 for male speakers, 437, 438 MLPs RNA technology, 278 inter-speaker variability, 434, 436–437, 440 parameters, 276–278 Mel-scale, 433 population database, 276 methodology Student skill development and assessment, 128 Praat sound file, 434–435 Sub-character representation learning, 422, 425, 426 speech signal acquisition, 434 Subject matter experts (SME), 130 workflow, 434 Sufficiency economy philosophy (SEP), 484 prosodic features, 434 Sunburst visual metaphor, 378 psychoacoustic studies, 433 Supervised learning, 398, 400 pulse features Support Vector Machine (SVM), 531 for female speakers, 437, 441 ANA for male speakers, 437, 440 accuracy, 647–648 self-organizing map (SOM) linear kernels, 645 network architecture, 435, 437 segmented sounds, 646–647 quality, 438, 439 Brazilian retail company, 741–742 visualization, 439–441 classifier, 52, 56, 307 speaker discrimination, 434 SR, 642–643 spectral features, 434 traffic lights recognition (TLR) device, 371 speech feature signals, 434–436 Support Vector Regression (SVR), 362–363 Speech recognition (SR) gap variables, 632 ANA (see Non-Articulatory sound recognition) loss function, 633 DS, 639, 647–648 optimization problem, 632 MFCC SVR-ATL, 633–634 class intervals, 641 SVR-Adapted for Transfer Learning (SVR-ATL), 633–634 Subject Index 815

Symbolic learning, 398 ThingSpeak, 169, 171–172 Synchronous Programming Model (SPM), 248, 249 TimeControl application, 171, 173 Systematic review, see Vulnerability(ies) Timed Petri net model colored Petri nets (CP-net), 468–469 communication between timed level and timed topological models, T 472 Tableau data visualization tool elements, 468 average FICO score, 429 simulation, 471–472 customers by industry, 429, 430 State Graph, 468 customers by zipcode, 430–431 timed activity model, 469–470 dashboard architecture, 428–431 timed topological model, 470–471 Geo map sheet, 429–430 WorkFlow (WF) net, 468 Tableau desktop, 428 Timed Up and Go (TUG) test, 737–738 Tableau online, 428 Time Sensitive Network (TSN) protocol, 712 Tableau Public, 428 Time series analysis, mobile battery lifetime prediction model, Tableau server, 428 354–355 TalkBack application, 171, 172 Time series forecasting, flight dynamics, see Helicopter flight dynamics Task ontology, 268 Token player algorithm, 510 t-Distributed Stochastic Neighbor Embedding (t-SNE) algorithm, Tom Clancy’s Ghost Recon: Wildlands, 511–512 54, 55 Tone language speaker discrimination systems, see Speech pattern TeachCloud, 163 analysis Teaching software engineering, see Agile methodology Top-level ontology, 268 Technological Solutions Applicable in Health Care, see TSA4HC Traffic lights recognition (TLR) device project AdaBSF algorithm, 370, 371 Temporal Vegetation Analysis System (SATVeg) tool, 578 CNN, 370 TensorFlow, 338 object recognition mechanism, 370 Test Driven Development (TDD), 234, 242, 248 processing unit, 371 Test suite prioritization prototyping, 371–372 ANOVA analysis Python language, 371 for clustering algorithms, 463, 464 smartphone for dimensionality reduction techniques, 463 as camera, 371 for inter-cluster ranking criteria, 463 precision and recall rates, 372, 373 average percentage of faults detected (APFD) metric, 462–463, 465 support vector machines (SVMs), 371 clustering process task, 369–370 clustering algorithm selection, 461 Training for Texas (T4) program, 540 clustering validation, 461–462 Transaction and Messaging Spine (TMS), 39, 40 data interpretation, 462 Transcutaneous electrical nerve stimulation (TENS), 660–661 feature selection, 460–461 Transportation safety, see Road safety combining clustering and combinatorial approaches, 462 Treemap visual metaphor, 378 dimensionality reduction, 461 Triangulation, 684–685 DRTs, 459–461, 463, 464 Trinomial tree method, 554 empirical study True Negative (TN), 114 evaluation metrics, 462–463 True Positive (TP), 114 experimental setup, 462 TSA4HC project experiment process, 463 academic groups feature extraction, 461 HOSPITAL application subsystems, 236, 237 guidance for testers, 464 PATIENT application subsystems, 235, 236 inter-cluster ranking criteria, 460, 462–465 PHYSICIAN application subsystems, 235–237 Mean Shift clustering algorithm, 464 STAMPSNet Intelligent System, 236–241 No Reduction technique, 461 SUPPLIER application subsystems, 236, 238 statistics architecture overview, 234 of clustering algorithms, 463, 464 Big Data, 233 for combination of Mean Shift with FICA and PCA, 464 cloud computing environment, 242 of DRTs, 463, 464 development environment, 235 for random, two-way inter-window, 464 future work, 243 steps, 460 general conclusions, 243 threats to validity, 464–465 IoT, 233 two-way inter-window prioritization, 462 IPBL, 233 user session-based test, 459–461 ITs, 233 Text analysis, 333 learning curve on software development cycle, 243 Text categorization, 398 peer-to-peer student evaluation method, 234 Thematic Spatiotemporal Association Rules (TSARs), 317, 319, 320, PoC 322 detection stage, 239 Theo-based knowledge base, 20 response stage, 239, 241–242 Thin client architecture, 378–380 screening stage, 239 816 Subject Index

TSA4HC project (cont.) 2-dimensional geometry, 660 subsystems, 239 Vectorial word representations, see Word embeddings learning timeline, 242, 243 Vehicle theft detection, see Biometrics and vehicle security treatment stage, 239 Vehicular ad-hoc network (VANET), 477, 480 prototype vision artifact, 235 Vehicular distributed embedded system recommendations, 243 end-to-end timing model Scrum agile method, 233 Age and Reaction delays, 715–717 Scrum framework, 242 distributed transaction, 715 STAMPSNet, 233–234 extraction method, 713–715 TDD, 242 linking model, 712 teams, 233 network timing model, 712 technologies, 233, 234 node timing model, 710–711 testing methods, 234 timing requirements, 712–713 Twilio, 171, 172 under-estimated analysis results, 715 Two-way inter-window prioritization, 462 mixed-criticality model, 710 multi-criticality model, 710 single-criticality system, 710 U software development, 709–710 UFED Cloud Analyzer, 82 VGG16, see Visual Geometry Group with 16 layers UFED Logical Analyzer, 82, 83 Video games modeling, see Timed Petri net model UFED Phone Detective, 82 Virtual commentator UFED Physical Analyzer, 82 animated commentator subsystem UFSCar Medicine Programme, 269–271 architecture, 44, 45 UFSCar ontologies, 269–271 expressions and gestures generation, 46–48 Ulbra network, 288 marked-up animation sequence generation, 47, 49 UML software testing model, 76 motion generation, 45, 46 Unified Medical Language System (UMLS), 549 speech generation, 45–46 Uniform Resource Identifiers (URIs), 628 features, 43–44 Univariate feature selection methods, 355 LUCID visualization system, 44 Univariate Moving Range (UMR) charts, 298, 299 non-expert audiences, 43 Universal Forensic Extraction Device (UFED), 82–83 virtual agent, 46, 48 University of Missouri—Saint Louis (UMSL), 129 Virtual extensible LANs (VXLAN), 141 Unmanned Aerial Vehicle (UAV), 614 cloud overlay network environment, 142–144 blurred image, 571 cloud underlay network environment, 142, 143 detect edges, 570–571 monitoring system, 144–145 embedded camera, 570–571 vs. standard flow monitoring, 145–147 experiments, 573–574 Virtual lipstick try-on application model findContours, 571 application phase, 360 grey scale to captured image, 570–571 Constrained Local Neural Fields (CLNF), 364 hardware, 570 detecting, tracking and augmenting lips, 364 image capturing, 570 facial feature points, 364 implementation lips color prediction approach image subscriber, 573 color collection and preparation, 361–362 ROS application, 572–573 learning methods, 362–363 rqt_graph, 573–574 M5P prediction, 363 low-cost solutions, 569 model evaluation and selection, 362–364 movements, 572–573 model training, 362 obstacles and free areas, 571–573 MAE and RMSE, 363–365 quadcopter’s orientation, 572–573 model construction phase, 360 results, 574 OpenCV and Haar cascade classifier, 364 “Scalar” and “drawContours,” 570, 572 Open-Face toolkit, 364 software, 570 problem definition, 361 US National Security Agency (NSA), 128 problem statement, 361 satisfaction scores, 364–365 swatching, 359 V Virtual local area network (VLAN), 141 van der Pauw (vdP) technique Virtual makeup model, see Virtual lipstick try-on application model burning prevention, 660–661 Virtual-network control centers (VCCs), 124 DC power/low frequency AC, 661 Virtual private network (VPN), 141 4-probe arrangement, 661 Virtual Router Redundancy Protocol (VRRP), 226 measurements, 662–663 Visual Geometry Group with 16 layers (VGG16) sheet resistance, material, 660 architecture, 53–54 TENS, 660–661 bottleneck features, 52, 54, 56 trans-resistance R, 662–663 convolutional layers, 56 Subject Index 817

gridsearch of C and gamma parameters, 56, 58 Web-based precipitation-runoff modeling system, see Precipitation- ImageNet dataset, 52, 56 runoff modeling system normalized confusion matrix, 56, 58 Web Ontology Language (OWL), 77 parameters, 52 WEKA, data mining tool, 362 pre-trained, 56 Wireless Body Sensor Network for Monitoring and Evaluating Physical train/test average, 56, 57 Activity, 668 transfer learning, 54 Wireless Local Area Network (WLAN) VGG16 trained from scratch vs. VGG16 with transfer and SVM, A-MPDU, 12 56, 58 A-MSDU, 12 Visualization, data, 328, 329 connection time, 15, 16 Visualization System for Spacing-Time and Multivariate Patterns DCF, 12 (VIS-STAMP) tool, 578 delay, 14–15 VRRP-MIB project, 229 enhancements, 11 Vulnerability(ies) performance security assessment experimental setup, 12–13 methodology, 61–62 jitter, 15 SCOPUS database, search strategy, 61 loss ratio, 16 communication vulnerabilities and information systems, 67, 68 specification, 11 critical assets and services, lack of backup, 62 throuhgput, 13–14 defined, 61 security modes, 12 hackers, 62 Wi-Fi communication, 12 lack of power system, emergency situations, 63 Wireless mobile networks, 615 network vulnerability, 65–67 Wireless sensor networks (WSN) with policies and procedure, 64–65 CH (see Cluster head) portable assets and services, lack of protection, 62 clustering technique, 149 postponing software update, 62 communication remotely monitoring systems, insufficient physical-cyber security, frame structure, 151–152 62–63 inter-cell routing and load balancing, 153 software vulnerabilities, 63–64 intra-cell communication (see Intra-cell/cluster communication) unauthorized staff and attacks from inside, 62 intra-cluster communication (see Intra-cell/cluster VXLAN, see Virtual extensible LANs communication) VXLAN based cloud overlay network environment single-hop communication, 151 components, 142, 143 direct routing, 149 modeling, 142–144 end-to-end delay analysis tunneling, 144 local and exogenous traffic, 155–156 VXLAN based monitoring system sojourn times, CH, 155 dataset for simulation, 145 tagged data packet, 156–157 packet capturing process, 144 4-ring WSN, 157–158 packet filtering hop-by-hop routing, 149 mechanism, 145 integrity and authentication attacks, 187 process, 144–145 local clocks packet selection algorithm, 145 asynchronous, 175 VXLAN Tunnel Endpoint (VTEP) services, 144 synchronous (see Local clock synchronization) OSI model, 186 scenario W cells, motes and cell head selection, 150–151 Wavelet transform modulus (WTM), 590–591 sensor nodes/motes, 150 Wavelet transform modulus maxima (WTMM) security attacks detecting abnormal region, algorithm for, 592 active and passive attacks, 185, 186 DYWT, 590 DoS attacks (see Denial of service attacks) experiment results, 592–593 sensor nodes, 185 grayscaled image, 591 sink, 149 preliminary experiment, 591–592 two tier cluster hierarchical WSN, 149 threshold, 591 wireless ad-hoc communication, 175 WTM, 590–591 wireless sensor nodes with sensor modules, 175 Web application vulnerabilities WLAN, see Wireless Local Area Network direct object reference insecure, 65 Word embeddings learning failure to restrict URL access, 66 context-window based methods, 406 HTTP, 66 graph distance-based methods, 406 insecure cryptography storage, 66 Paraphrase dataset ITLP, 66 best achieved accuracy values, 407 redirect to non-valid URL, 66 database for Paraphrase (PPDB), 406 SQL injection attacks, 65 GloVe model, 406–408 weak authentication, 65 J loss function minimisation, 407 XSS, 65 MEN evaluation method, 407, 408 818 Subject Index

Word embeddings learning (cont.) WorkFlow net (WF-net), 468 1 Billion Word Language Model Benchmark corpus, 407 Wu-Manber algorithm, 90 SimLex999 evaluation method, 407, 408 training, 407 word-to-word co-occurrence matrix, 406 X WS353 evaluation method, 407, 409 XSS, see Cross-site scripting X co-occurrence matrix, 407 semantic relationship based methods, 406 techniques, 405 Z WordSimilarity-353 (WS353) evaluation method, 407, 409 Zak Bank, default risk management, see Default Risk Information WorkFlow net, 510 System system