Open Computer Science

ISSN 2678-2782 ꢀOPEN ACCESS AT DE GRUYTER SELECTED JOURNALS ·ꢀ ·ꢀ <ul style="display: flex;"><li style="flex:1">2018 VOLUME </li><li style="flex:1">8</li></ul><ul style="display: flex;"><li style="flex:1">2018 VOLUME </li><li style="flex:1">8</li></ul>e-ISSN 2299–1093 e-ISSN 2391-5439 OPEN COMPUTER SCIENCE is a fully peer-reviewed, open access, electronic journal that publishes original results in the following computer science research areas: algorithms and complexity theory, artificial intelligence, bioinformatics, networking and security systems, programming languages, system and software engineering, theoretical foundations of computer science. OPEN ENGINEERING is a fully peer-reviewed, open access, electronic journal that publishes research OPEN ENGINEERING OPEN COMPUTER SCIENCE results of wide interest in emerging interdisciplinary and traditional engineering fields, including: electrical and computer engineering, civil and environmental engineering, mechanical and aerospace engineering, material science and engineering. There are NO submission or <a href="/goto?url=http://www.degruyter.com" target="_blank">www.degruyter.com</a>/journals/eng <a href="/goto?url=http://www.degruyter.com" target="_blank">www.degruyter.com</a>/journals/ publication FEES. Editor-in-Chief: Egon L. van den Broek, Utrecht University, The Netherlands Editor-in-Chief: William F. Ritter University of Delaware, USA ISSN: 2299-1093 <a href="/goto?url=http://www.opencomputerscience.com" target="_blank">www.opencomputerscience.com </a> ISSN: 2391-5439 <a href="/goto?url=http://www.degruyter.com/view/j/eng" target="_blank">www.degruyter.com/view/j/eng </a>Editorial contact: <a href="mailto:[email protected]" target="_blank">[email protected] </a>Editorial contact: <a href="mailto:[email protected]" target="_blank">[email protected] </a>·ꢀ 2018 VOLUME 16 ·ꢀ <ul style="display: flex;"><li style="flex:1">2018 VOLUME </li><li style="flex:1">9</li></ul><ul style="display: flex;"><li style="flex:1">OPEN MATHEMATICS </li><li style="flex:1">PALADYN. JOURNAL OF </li></ul>BEHAVIORAL ROBOTICS is a fully peer-reviewed, open access, electronic journal that publishes original research on topics broadly related to neuronally and psychologically inspired robots and other behaving autonomous systems, i.a. assistance robotics, cognitive robotics, developmental robotics, evolutionary robotics, artificial intelligence, visual cognition, neural computation, machine learning. e-ISSN 2391-5455 e-ISSN 2081-4836 is a fully peer-reviewed, open access, electronic journal that publishes significant, original and relevant works in all areas of mathematics. The standard publication fee is 1000 EUR per paper, regardless of its length, but the journal o‚ers discounts or waivers to OPEN PALADYN JOURNAL OF BEHAVIORAL ROBOTICS MATHEMATICS authors with limited funding. Open Mathematics is listed e.g. by Clarivate Analytics - Current Contents/Physical, Chemical and Earth Sciences, JCR and SCIE. <a href="/goto?url=http://www.degruyter.com" target="_blank">www.degruyter.com</a>/journals/math <a href="/goto?url=http://www.degruyter.com" target="_blank">www.degruyter.com</a>/journals/pjbr There are NO submission or publication FEES. 1<ul style="display: flex;"><li style="flex:1">3</li><li style="flex:1">8</li><li style="flex:1">.</li></ul>0Editor-in-Chief: Gregor Schöner, Ruhr-Universität Bochum, Germany Editors-in-Chief: Ugo Gianazza, University of Pavia, Italy Vincenzo Vespri, University of Florence, Italy ISSN: 2081-4836 <a href="/goto?url=http://www.degruyter.com/view/j/pjbr" target="_blank">www.degruyter.com/view/j/pjbr </a> ISSN: 2391-5455 <a href="/goto?url=http://www.openmathematics.com" target="_blank">www.openmathematics.com </a>Editorial contact: <a href="mailto:[email protected]" target="_blank">[email protected] </a>Editorial contact: <a href="mailto:[email protected]" target="_blank">[email protected] </a>Benefits for Authors: fffOpen Access Unlimited and free access for readers No copyright constraints Retain copyright of your work and free use of your article No space constraints No restriction on the length of the papers, figures, tables, and audio/video/animations ffffLanguage-correction services for authors from non-English speaking regions Quick publication after acceptance Continuous publication model Long-term preservation of the content Journals archived in Portico Coverage by leading indexing services: Clarivate Analytics − JCR or SCIE, WoS; Elsevier − Scopus degruyter.com/openaccess $UWȲFLDO ,QWHOOLJHQFH ,QWHUQDWLRQDO &RQIHUHQFH 7DEOH RI &RQWHQWV <ul style="display: flex;"><li style="flex:1">0RFDS DV D 6HUYLFHꢀ 9LGHR 0RWLRQ &DSWXUH 0DNHV +XPDQ 0RWLRQ $QDO\VLV IRU (YHU\RQH </li><li style="flex:1">ꢁ</li></ul>3URIꢀ <RVKLKLNR 1DNDPXUD <ul style="display: flex;"><li style="flex:1">7KH 5ROH RI ,QWHUDFWLRQ DQG (PERGLHG &RJQLWLRQ LQ &RPSXWDWLRQDO 2QWRORJ\ </li><li style="flex:1">ꢂ</li></ul>'Uꢀ 0DUFR 6FKRUOHPPHU <ul style="display: flex;"><li style="flex:1">3OHQDU\ VSHHFK WLWOH B7%' </li><li style="flex:1">ꢃ</li></ul>'Uꢀ 6LOYLD &KLDSSD <ul style="display: flex;"><li style="flex:1">'DWD 6FLHQFH IRU (ɘFLHQW %XLOGLQJ (QHUJ\ 0DQDJHPHQW </li><li style="flex:1">ꢄ</li></ul>'Uꢀ -XDQ *µPH]ꢁ5RPHUR <ul style="display: flex;"><li style="flex:1">6HUYLFH 2SWLPL]DWLRQ RI &KDUJLQJ 6WDWLRQV 8VLQJ 5HLQIRUFHPHQW /HDUQLQJ </li><li style="flex:1">ꢅ</li></ul>'Uꢀ -RQDV +HOOJUHQꢂ 3URIꢀ 6HEDVWLHQ *URV <ul style="display: flex;"><li style="flex:1">$ SDWK SODQQLQJ PHWKRG IRU IDVW WDUJHW VWULNLQJ LQ WHUPLQDO RI WKH FRPEDW DLUFUDIW </li><li style="flex:1">ꢆ</li></ul>0Uꢀ +RQJER ;LQꢂ 'Uꢀ 4LQJ\DQJ &KHQꢂ 'Uꢀ <XMLH :DQJꢂ 'Uꢀ *DRZHL -LDꢂ 3URIꢀ =KRQJ[L +RX <ul style="display: flex;"><li style="flex:1">'HIX]]LȲFDWLRQ IRU SRODU FRRUGLQDWH WUDQVIRUPHG SHULRGLF PHPEHUVKLS IXQFWLRQ </li><li style="flex:1">ꢇ</li></ul>'Uꢀ 7DNDVKL 0LWVXLVKL <ul style="display: flex;"><li style="flex:1">4XDGFRSWHU 6\VWHP $SSOLHG WR 9LVXDO ꢃ' 6/$0 </li><li style="flex:1">ꢈ</li></ul>0Uꢀ +RQJꢁ5DH .LPꢂ 3URIꢀ 7DHꢁ<RQJ .XF <ul style="display: flex;"><li style="flex:1">1RYHO %LRLQIRUPDWLFV $SSURDFKHV WR 8QUDYHO WKH (SLJHQHWLF %DVLV RI &URS 3ODVWLFLW\ </li><li style="flex:1">ꢁꢉ </li></ul>ꢁꢁ ꢁꢂ ꢁꢃ ꢁꢄ ꢁꢌ ꢁꢆ ꢁꢇ 0Uꢀ (VODP ,EUDKLPꢂ 'Uꢀ $EGXO %DWHQꢂ 'Uꢀ 1HGHOMND 5RVLFꢂ 3URIꢀ *UDKDP .LQJ $ VWXG\ RQ KHDW DQG ȳXLG ȳRZ LQ D UHJHQHUDWLYH R[\ꢊIXHO FRPEXVWLRQ V\VWHP XVLQJ GHHS OHDUQLQJ 'Uꢀ 'DHJHXQ +RQJꢂ 0Uꢀ <RQJWDHN /LPꢂ 3URIꢀ &KDQJZRR 3DUN &UHDWLQJ D 0RGHO IRU 3UHGLFWLQJ 1H[W 6HQLRU 3RVLWLRQV 8VLQJ :RUN ([SHULHQFH ,QIRUPDWLRQ LQ 5HVXPHV 0Uꢀ 6HUFDQ ‰DNóUꢂ 0Vꢀ 0HUYH 7XQ©HUꢂ 'Uꢀ $ġNóQ .DUDNDġ 7KH XQLYHUVDO DOJRULWKPLF VROXWLRQ IRU WKH LPSOHPHQWDWLRQ RI D PDFKLQH FRQVFLRXVQHVVꢋ 0Uꢀ 5LFKDUG 3DVWRU $57,),&,$/ ',*,7$/,7< 0Uꢀ .XOGHHS *RKHO ,19,7(' 7$/. ꢊ $, PLJKW RSHUDWH ZLWK IDOVH QRWLRQV DERXW OHDUQLQJ DQG HWKLFV 0Uꢀ &KLWUR 0DMXPGDU ,19,7(' 7$/. ꢊ *HQGHU %LDV LQ 1DWXUDO /DQJXDJH 3URFHVVLQJ 3URIꢀ 0DUWD 5ꢀ &RVWDꢁMXVV¢ >7LPH H[WHQVLRQ IRU WKH LQYLWHG VSHDNHU@ 0Uꢀ &KLWUR 0DMXPGDU LLL $UWȲFLDO ,QWHOOLJHQFH ,QWHUQDWLRQDO &RQIHUHQFH <ul style="display: flex;"><li style="flex:1">7LPH H[WHQVLRQ IRU WKH LQYLWHG VSHDNHU </li><li style="flex:1">ꢁꢈ </li></ul>ꢂꢉ ꢂꢁ ꢂꢂ ꢂꢃ 3URIꢀ 0DUWD 5ꢀ &RVWDꢁMXVV¢ '\QDPLF (WKLFDO 6HWWLQJVꢀ 7HDFKLQJ 0RUDO &RPSURPLVH LQ 0XOWLꢊ$JHQW +XPDQꢊ0DFKLQH 'HFLVLRQV 0Uꢀ &KDUOHV 3HWHUVRQ 5HDGLQJ &KLQDꢀ 0HDVXULQJ 3ROLF\ &KDQJH ZLWK 0DFKLQH /HDUQLQJ 'Uꢀ :HLIHQJ =KRQJ 7UXVW LQ $,ꢀ 7KH UROH RI SULYDWH JRYHUQDQFH 'Uꢀ $VXQFLRQ /HUD 6Wꢀ&ODLUꢂ 'Uꢀ (OLVDEHWK 7UDLJHUꢂ 'Uꢀ $QGUHDV +DIYHUꢂ 0Vꢀ .DMD .YHOORꢂ 'Uꢀ (ULN 6WHQVUXG +RVSLWDOꢊDVVRFLDWHG LQIHFWLRQ FODVVLȲFDWLRQ EDVHG RQ FOLQLFDO QRWHV DQG FRGHV 3URIꢀ 7LDJR $QGUHV 9D]ꢂ 3URIꢀ (OL]DEHWK 2ELQR &LUQHꢁOLPDꢂ 3URIꢀ 5RGULJR 3LUHV 'RV 6DQWRVꢂ 3URIꢀ )HUQDQGD 'RV 6DQWRV 2OLYHLUD <ul style="display: flex;"><li style="flex:1">$IIHFWLYH $PELHQW ,QWHOOLJHQFHꢀ IURP 'RPRWLFV WR $PELHQW ,QWHOOLJHQFH </li><li style="flex:1">ꢂꢅ </li></ul><ul style="display: flex;"><li style="flex:1">0UVꢀ </li><li style="flex:1">0DULD /XL]D 5HFHQD 0HQH]HVꢂ 'Uꢀ </li><li style="flex:1">$QLWD 6DQWȇDQQDꢂ 'Uꢀ </li><li style="flex:1">0LVKD 3DYHOꢂ 'Uꢀ </li><li style="flex:1">+ROO\ -LPLVRQꢂ </li></ul>'Uꢀ )HUQDQGR $ORQVRꢁ)HUQDQGH] <ul style="display: flex;"><li style="flex:1">0DSSLQJ 'LVWULEXWLRQDO 6HPDQWLFV WR 3URSHUW\ 1RUPV ZLWK 0XOWLOD\HU 3HUFHSWURQV </li><li style="flex:1">ꢂꢌ </li></ul>ꢂꢇ ꢂꢈ 'Uꢀ '$1'$1 /,ꢂ 'Uꢀ 'RXJODV 6XPPHUVꢁ6WD\ 7RZDUGV LQFOXVLYH $, LQ 5HFUXLWLQJꢋ 0XOWLꢊDJHQW V\VWHPV DUFKLWHFWXUH IRU HWKLFDO DQG OHJDO FRPSOLDQFH 0Vꢀ &DUPHQ )HUQ£QGH]ꢂ 'Uꢀ $OEHUWR )HUQ£QGH] &RQWH[W EDVHG 7H[WꢊJHQHUDWLRQ XVLQJ /670 QHWZRUNV 0Uꢀ 6LYDVXU\D 6DQWKDQDP 0DFKLQH OHDUQLQJ DQG OHJDO FDXVDOLW\ꢀ $ SURSRVDO IRU WKH OHJDO UHJXODWLRQ RI FULPLQDO OLDELOLW\ LQ WKH FDVH <ul style="display: flex;"><li style="flex:1">RI DFFLGHQWV LQYROYLQJ DXWRQRPRXV YHKLFOHV </li><li style="flex:1">ꢃꢉ </li></ul>3URIꢀ OXFLDQR EXWWL 6L]H 0DWWHUVꢀ $ 6WXG\ RQ WKH ,PSDFW RI 7UDLQLQJ &RUSXV 6L]H ZKHQ (QULFKLQJ :RUG (PEHGGLQJV ZLWK <ul style="display: flex;"><li style="flex:1">7D[RQRPLF ,QIRUPDWLRQ </li><li style="flex:1">ꢃꢁ </li></ul>ꢃꢃ ꢃꢅ ꢃꢌ 'Uꢀ $OIUHGR 0DOGRQDGRꢂ 0Uꢀ )LOLS .OXELÏNDꢂ 3URIꢀ -RKQ .HOOHKHU 4XDOLW\ $VVXUDQFH RI $, 6\VWHPV 0Uꢀ .LVKRUH 'XUJꢂ 0Uꢀ 0DKHVK 9HQNDWDUDPDQꢂ 0Vꢀ 0DOOLND )HUQDQGHV (QJOLVKȂ6SDQLVK 0XOWLȂ'RPDLQ 7UDQVODWLRQꢀ 1HXUDO YVꢋ 6WDWLVWLFDO 0DFKLQH 7UDQVODWLRQ 'Uꢀ %HQ\DPLQ $KPDGQLDꢂ 3URIꢀ -DYLHU 6HUUDQRꢂ 3URIꢀ 3DULVD .RUGMDPVKLGL ,19,7(' 7$/. ꢊ 8QGHUVWDQGLQJ +XPDQ %HKDYLRU 8VLQJ $, Ȃ $ 3UDFWLFDO ([DPSOH 0Uꢀ 5RE .¦OO 0HWKRGRORJ\ IRU 6XEMHFW $XWKHQWLȲFDWLRQ DQG ,GHQWLȲFDWLRQ WKURXJK ((* VLJQDOꢀ HTXLSPHQWȇV DQG SRVLꢊ <ul style="display: flex;"><li style="flex:1">WLRQLQJ DUWLIDFWV </li><li style="flex:1">ꢃꢆ </li></ul>ꢃꢇ 0UVꢀ 0DULD /XL]D 5HFHQD 0HQH]HVꢂ 'Uꢀ $QLWD 6DQWȇDQQDꢂ 'Uꢀ )HUQDQGR $ORQVRꢁ)HUQDQGH] >7LPH H[WHQVLRQ IRU WKH LQYLWHG VSHDNHU@ 0Uꢀ 5RE .¦OO LY $UWȲFLDO ,QWHOOLJHQFH ,QWHUQDWLRQDO &RQIHUHQFH 4XRNNDꢀ D FRPSUHKHQVLYH WRRO IRU UDSLG DQG DFFXUDWH SUHGLFWLRQ RI NLQDVH IDPLO\ꢊVSHFLȲF SKRVSKRU\ODꢊ <ul style="display: flex;"><li style="flex:1">WLRQ VLWHV LQ WKH KXPDQ SURWHRPH </li><li style="flex:1">ꢃꢈ </li></ul>ꢄꢁ 0Uꢀ )X\L /Lꢂ 'Uꢀ -LDQJQLQJ 6RQJ ,19,7(' 7$/. ꢊ ,QYLWHG VSHHFK WLWOH B7%' 0Uꢀ $QJHO (VWHEDQ 6RWR $Q 690ꢊEDVHG HYDOXDWLRQ PHWKRG RI WUDFKHDOꢊLQWXEDWLRQ VNLOO OHYHO EHIRUH DQG DIWHU PHGLFDO H[SHULHQFH <ul style="display: flex;"><li style="flex:1">RI RQH PRQWK </li><li style="flex:1">ꢄꢂ </li></ul>0Uꢀ 6KLQLFKL ,QDJDNLꢂ 'Uꢀ 5\RWD 6DNDPRWRꢂ 3URIꢀ <RVKLKLNR 1RPXUDꢂ 3URIꢀ 0DVDWDND .DPHLꢂ 'Uꢀ <RVXNH 6DNDNXUDꢂ 3URIꢀ 0RWRPX 6KLPDRND <ul style="display: flex;"><li style="flex:1">$ KXPDQ YLVLRQ RQ WKH $, OHDUQLQJ SURFHVV </li><li style="flex:1">ꢄꢄ </li></ul>ꢄꢅ ꢄꢌ ꢄꢆ ꢄꢇ ꢄꢈ 0Uꢀ $QJHO (VWHEDQ 6RWR )X]]\ $QQRWDWHG 6HPDQWLF :HE /DQJXDJHV 3URIꢀ 8PEHUWR 6WUDFFLD 3OHQDU\ VSHHFK WLWOH B7%' 'Uꢀ /OX¯V 0¢UTXH] ,PSRUWDQFH RI ȲHOGꢊVSHFLȲF NQRZOHGJH LQ PDFKLQH OHDUQLQJ DSSOLFDWLRQV LQ ELRORJ\ 'Uꢀ -HDQ )UHG )RQWDLQH 3OHQDU\ VSHHFK WLWOH B7%' 'Uꢀ 0DULDURVDULD 7DGGHR (IIHFWV RI 'DWDVHW FRPSRVLWLRQ RQ WKH WUDLQLQJ RI *HQHUDWLYH $GYHUVDULDO 1HWZRUNV 0Uꢀ ,O\D .DPHQVKFKLNRYꢂ 3URIꢀ 0DWWKLDV .UDXOHGDW &DQFHU 5LVN DQG 7\SH 3UHGLFWLRQ %DVHG RQ &RS\ 1XPEHU 9DULDWLRQV ZLWK /670 DQG 'HHS %HOLHI 1HWZRUNV ꢅꢉ 0Uꢀ 0Gꢀ 5H]DXO .DULPꢂ 0Uꢀ 0G $VKLTXU 5DKPDQꢂ 3URIꢀ 6WHIDQ 'HFNHUꢂ 'Uꢀ 2\D %H\DQ <ul style="display: flex;"><li style="flex:1">&11 EDVHG 0XOWLꢊȳRRU 1DYLJDWLRQ 6\VWHP DSSOLHG LQ UHDOꢊWLPH 6/$0 </li><li style="flex:1">ꢅꢂ </li></ul>ꢅꢃ ꢅꢄ 0Uꢀ /(( 81*+((ꢂ 0Vꢀ /L /LQJꢂ 3URIꢀ 7DH <RQJ .XNꢂ 3URIꢀ -RQJ .X 3DUN 7%' 3URIꢀ 'LPRVWKHQLV .DUDW]DV $GDSWLYH %DFNVWHSSLQJ '\QDPLF &RQWURO EDVHG 9LVXDO 6HUYR IRU 5RERW $UP 0Uꢀ -L 0LQ /LPꢂ 0Uꢀ 6DQJ +\XQ %DHꢂ 3URIꢀ 7DH <RQJ .XNꢂ 3URIꢀ -RQJ .X 3DUN $ 3UREDELOLVWLF 0XOWLFODVV 6XSSRUW 9HFWRU 0DFKLQHV ZLWK (UURU &RUUHFWLQJ 2XWSXW &RGHV $SSOLHG WR <ul style="display: flex;"><li style="flex:1">6SHDNHU 5HFRJQLWLRQꢋ </li><li style="flex:1">ꢅꢅ </li></ul>ꢅꢌ 'Uꢀ 0RXQLD +HQGHOꢂ 3URIꢀ )DWLKD +HQGHO 6LPXODWLRQ RI WKH SURSDJDWLRQ RI ]HURꢊGD\ PDOZDUH XVLQJ FHOOXODU DXWRPDWD RQ JUDSKV 'Uꢀ $QJHO 0DUWLQ GHO 5H\ꢂ 'Uꢀ *HUDUGR 5RGULJXH] 6DQFKH]ꢂ 'Uꢀ $UDFHOL 4XHLUXJD 'LRVꢂ 'Uꢀ $VFHQVLRQ +HUQDQGH] (QFLQDVꢂ 'Uꢀ -HVXV 0DUWLQ 9DTXHUR <ul style="display: flex;"><li style="flex:1">7%' </li><li style="flex:1">ꢅꢆ </li></ul>3URIꢀ ;DYLHU *LUµꢁLꢁQLHWR Y $UWȲFLDO ,QWHOOLJHQFH ,QWHUQDWLRQDO &RQIHUHQFH 6HQWLPHQW $QDO\VLV RI 'HYHORSHU &RPPHQWVꢀ ([SORULQJ ,QȳXHQFLQJ )DFWRUV RQ (PRWLRQDO ([SUHVVLYHQHVV <ul style="display: flex;"><li style="flex:1">LQ 6RIWZDUH (QJLQHHULQJ 3URMHFWV </li><li style="flex:1">ꢅꢇ </li></ul>ꢅꢈ 0UVꢀ /LVD %UDQ]ꢂ 0UVꢀ /LJLD 3DVWUDQ 5HLQDꢂ 0Uꢀ -XOLDQ 5LFKWHUꢂ 0Uꢀ %DVWLDQ :DL]PDQQꢂ 0Vꢀ 3DWULFLD %URFNPDQQ 7UHH:DONꢀ D QRYHO 2SHQ ,QIRUPDWLRQ ([WUDFWLRQ V\VWHP IRU ,WDOLDQ ODQJXDJH 'Uꢀ 0DUWLQD 0DQIULQꢂ 'Uꢀ )LOLSSR 0HODꢂ 'Uꢀ 0DUWLQ &LPPLQRꢂ 'Uꢀ 0DUFR 6LFLOLDQRꢂ 'Uꢀ )UDQFHVFR 3DROR $OEDQRꢂ 'Uꢀ 'LPRV .DSHWLV <ul style="display: flex;"><li style="flex:1">'HHS OHDUQLQJ DSSURDFKHV IRU PHGLFDO LPDJH DQDO\VLV </li><li style="flex:1">ꢌꢉ </li></ul>ꢌꢁ ꢌꢂ 3URIꢀ .DULP /HNDGLU 8QFHUWDLQW\ꢊDZDUH )RRG $QDO\VLV E\ 'HHS /HDUQLQJ 3URIꢀ 3HWLD 5DGHYDꢂ 0Uꢀ (GXDUGR $JXLODUꢂ 0Uꢀ 0DUF %ROD³RV 6RPH &URVVꢊGLVFLSOLQDU\ 6WXGLHV RQ 5HLQIRUFHPHQW /HDUQLQJ 'Uꢀ %RMXQ +XDQJ 9LVLRQꢊEDVHG LQVSHFWLRQ V\VWHP HPSOR\LQJ FRPSXWHU YLVLRQ QHXUDO QHWZRUNV IRU GHWHFWLRQ RI IUDFWXUHV <ul style="display: flex;"><li style="flex:1">LQ PDQXIDFWXUHG FRPSRQHQWV </li><li style="flex:1">ꢌꢃ </li></ul>ꢌꢅ 0Uꢀ 6DUWKDN 6KHWW\ >7LPH H[WHQVLRQ IRU WKH LQYLWHG VSHDNHU@ 'Uꢀ %RMXQ +XDQJ $ OHDS LQWR VWDNHKROGHU SHUFHSWLRQVꢀ DUWLȲFLDO QHXUDO QHWZRUN WR EXLOG D ORQJꢊWHUP VWUDWHJ\ IRU UXUDO <ul style="display: flex;"><li style="flex:1">GHYHORSPHQW </li><li style="flex:1">ꢌꢌ </li></ul>ꢌꢆ ꢆꢉ 'Uꢀ 0DXUL]LR 3URVSHULꢂ 'Uꢀ $QWRQLR /RSROLWR $ 526ꢊEDVHG $XWRQRPRXV 7RXU *XLGH 5RERW ZLWK D 1$2 7ꢁꢄ +XPDQRLG RQ D 0RELOH 3ODWIRUP 'Uꢀ /L\D *UDFH 1Lꢂ 0Uꢀ 0LFKDHO 6DQG\ꢂ 0Uꢀ 6WHSKHQ <RGHUꢂ 0Uꢀ -DQYLHU 8ZDVHꢂ 0Uꢀ -HVXV 0DUWLQ +LJK 5HSUHVHQWDWLRQ EDVHG *$1 GHIHQVH IRU DGYHUVDULDO DWWDFN 0Uꢀ 5LFKDUG (YDQ 6XWDQWRꢂ 3URIꢀ 6XN +R /HH $Q H[SHULPHQWDO HYDOXDWLRQ RI *UDPPDUꢊGLUHFWHG $XWRPDWLF 3URJUDPPLQJ $OJRULWKPV IRU 5RERWLF 0D]H <ul style="display: flex;"><li style="flex:1">([SORUDWLRQ </li><li style="flex:1">ꢆꢁ </li></ul>ꢆꢂ ꢆꢃ ꢆꢅ ꢆꢆ ꢆꢈ 'Uꢀ &KULV +HDGOHDQGꢂ 0Uꢀ 6\HG $VODPꢂ 'Uꢀ :LOOLDP 7HDKDQ 'HHS /HDUQLQJ IRU 6WHUHRꢊ9LVLRQꢊEDVHG 6DWHOOLWH 1DYLJDWLRQ DQG &RQWURO 6\VWHP 0Uꢀ 7DR 6XQꢂ 0Uꢀ =KLFKHQJ ;LHꢂ 'Uꢀ ;LDRIHQJ :X $Q 2UJDQL]DWLRQDO 7KHRU\ %DVHG 0RGHO IRU /RQJꢊ7HUP $GDSWLYLW\ LQ 'LVWULEXWHG ,QWHOOLJHQW 6\VWHPV 0Uꢀ $UWXUV $UGDYVꢂ 0Vꢀ 0DUD 3XGDQHꢂ 'Uꢀ (JRQV /DYHQGHOLVꢂ 'Uꢀ $JULV 1LNLWHQNR 8VLQJ &RQYROXWLRQDO 1HXUDO 1HWZRUNV WR 'LVWLQJXLVK WKH 'HDIꢊ%OLQG $OSKDEHW 0Uꢀ 6WHSKHQ *UHHQꢂ 3URIꢀ ,YDQ 7\XNLQꢂ 3URIꢀ $OH[DQGHU *RUEDQ ([SHULHQWLDO 5RERW /HDUQLQJ ZLWK $FFHOHUDWHG 1HXURHYROXWLRQ 0Uꢀ $KPHG $O\ꢂ 3URIꢀ -RDQQH 'XJDQ 'HHS /HDUQLQJ IRU WKH $XWRQRPRXV 2UELW DQG $WWLWXGH &RUUHFWLRQ RI D VDWHOOLWH 0Uꢀ 6DPDQYD\ .DUDPEKHꢂ 'Uꢀ ;LDRIHQJ :X YL $UWȲFLDO ,QWHOOLJHQFH ,QWHUQDWLRQDO &RQIHUHQFH <ul style="display: flex;"><li style="flex:1">+HWHURJHQHRXV 5RERW 0DS 0HUJLQJꢀ 6WDWH RI WKH $UW </li><li style="flex:1">ꢇꢉ </li></ul>ꢇꢁ ꢇꢂ ꢇꢃ ꢇꢄ ꢇꢅ ꢇꢌ 'Uꢀ ,O]H $QGHUVRQH ,QWHOOLJHQW &ROODERUDWLYH 6\VWHPV DQG WKHLU $SSOLFDWLRQ WR (PHUJHQF\ 5HVFXH 6FHQDULRV 3URIꢀ 3DWULFN 'RKHUW\ +XPDQ $XWKHQWLFDWLRQ 8VLQJ )DFLDO &XHV 'Uꢀ )HUQDQGR $ORQVRꢁ)HUQDQGH] 3OHQDU\ VSHHFK B7%' 0Uꢀ (QULF 'HOJDGR 1HXURPRUSKLF FRPSXWLQJ ZLWK HPHUJLQJ PHPRU\ GHYLFHV 3URIꢀ 'DQLHOH ,HOPLQL ,19,7(' 7$/. ꢊ :K\ '\QDPLF 3ULFLQJ LV WKH ZLQQLQJ XVH FDVH LQ $, 'Uꢀ 0DQX &DUULFDQR 0HPULVWLYH %DVHG ([SODLQDEOH 3DWWHUQ 5HFRJQLWLRQ 3URIꢀ 0DUWLQ .OLPRꢂ 'Uꢀ 2QGUHM ĢXFKꢂ 'Uꢀ 2QGUHM 6NYDUHNꢂ 'Uꢀ .DURO )UēKOLFKꢂ 'Uꢀ 0LODQ ĦDSDMQDꢂ 0Uꢀ ,YDQ .XQGUDWDꢂ 'Uꢀ 0DULDQ 3UHFQHU <ul style="display: flex;"><li style="flex:1">>7LPH H[WHQVLRQ IRU WKH LQYLWHG VSHDNHU@ </li><li style="flex:1">ꢇꢇ </li></ul>ꢇꢈ ꢈꢁ 'Uꢀ 0DQX &DUULFDQR &DQ DGYDQFHG PDFKLQH OHDUQLQJ WHFKQLTXHV KHOS WR UHFRQVWUXFW EDUQ VZDOORZVȇ ORQJꢊGLVWDQFH PLJUDWRU\ SDWKV" 0Uꢀ 0DWWLD 3DQFHUDVDꢂ 0Uꢀ 0DWWHR 6DQJLRUJLRꢂ 3URIꢀ 'DYLG :DUG :LQNOHUꢂ 3URIꢀ 5REHUWR $PEURVLQLꢂ 3URIꢀ 1LFROD 6DLQRꢂ 3URIꢀ 5HQDWR &DVDJUDQGL 3UHGLFWLYH 0DLQWHQDQFH DOJRULWKP IRU ZRRGZRUNLQJ ,QGXVWULDO 0DFKLQHV 'Uꢀ PDWWHR FDODEUHVHꢂ 'Uꢀ 'LPRV .DSHWLVꢂ 'Uꢀ 0DUWLQ &LPPLQRꢂ 'Uꢀ 'RQDWR &RQFLOLRꢂ 'Uꢀ *LXVHSSH 7RVFDQRꢂ 'Uꢀ *LDQFDUOR 3DFFDSHOLꢂ 'Uꢀ 0DUFR 6LFLOLDQRꢂ 'Uꢀ $QGUHD )RUODQLꢂ 'Uꢀ $OEHUWR &DUURWWD <ul style="display: flex;"><li style="flex:1">/HDUQLQJ (PEHGGLQJ 6SDFH IRU &OXVWHULQJ )URP 'HHS 5HSUHVHQWDWLRQV </li><li style="flex:1">ꢈꢂ </li></ul>ꢈꢄ ꢈꢌ 0Uꢀ 3DUDV 'DKDO $, DQG 0DFKLQH /HDUQLQJ GULYHQ 7HVWLQJ ꢊ WUDQVIRUPDWLRQ WR 4XDOLW\ (QJLQHHULQJ 0Uꢀ 0DKHVK 9HQNDWDUDPDQꢂ 0Uꢀ .LVKRUH 'XUJ 'HWHFWLRQ RI ([RPRRQ &DQGLGDWHV LQ /LJKW &XUYHV 8VLQJ ꢁ' &RQY1HW ZLWK 7RWDO 9DULDWLRQ /RVV 'Uꢀ 5DVKD $O 6KHKKL &RPSDULVRQ RI WKH SHUIRUPDQFH RI IRXU GLIIHUHQW PDFKLQH OHDUQLQJ ELQDU\ FODVVLȲFDWLRQ DOJRULWKPV IRU SUHGLFWLQJ ORFRUHJLRQDO UHFXUUHQFHV LQ HDUO\ꢊVWDJH RUDO WRQJXH FDQFHU 0Uꢀ 5DVKHHG $ODELꢂ 3URIꢀ 0RKDPPHG (OPXVUDWL ꢈꢆ 3UHFLSLWDWLRQ 0HDVXUHPHQW %DVHG RQ 5DLQGURS ,PDJLQJ $QDO\VLV ZLWK +LJKꢊVSHHG &DPHUD DQG $UWLȲFLDO <ul style="display: flex;"><li style="flex:1">,QWHOOLJHQFH </li><li style="flex:1">ꢈꢇ </li></ul>'Uꢀ &KLKꢁ<HQ &KHQꢂ 3URIꢀ &KLꢁ:HQ +VLHKꢂ 0Uꢀ 3Rꢁ:HL &KLꢂ 'Uꢀ &KXQꢁMHQ :HQJꢂ 'Uꢀ /LMXDQ :DQJ <ul style="display: flex;"><li style="flex:1">$ 3DWK 3ODQQLQJ $SSURDFK %DVHG RQ WKH 0RWLRQ 3UHGLFWLRQ RI '\QDPLF 2EVWDFOHV </li><li style="flex:1">ꢁꢉꢉ </li></ul>0Uꢀ $QWRQLR $OHMDQGUR 0DWWDꢁ*µPH]ꢂ 'Uꢀ -RQD\ 7RP£V 7ROHGR &DUULOORꢂ 'Uꢀ /HRSROGR $FRVWD YLL $UWȲFLDO ,QWHOOLJHQFH ,QWHUQDWLRQDO &RQIHUHQFH <ul style="display: flex;"><li style="flex:1">0XOWLꢊ0HUJH %XGJHW 0DLQWHQDQFH IRU &RRUGLQDWH $VFHQW 690 7UDLQLQJ </li><li style="flex:1">ꢁꢉꢂ </li></ul>ꢁꢉꢄ ꢁꢉꢌ ꢁꢉꢇ ꢁꢉꢈ ꢁꢁꢉ ꢁꢁꢁ ꢁꢁꢂ ꢁꢁꢃ 0Vꢀ 6DKDU 4DDGDQꢂ 'Uꢀ 7RELDV *ODVPDFKHUV

Open Computer Science

Details

Download

Copyright

We respect the copyrights and intellectual property rights of all users. All uploaded documents are either original works of the uploader or authorized works of the rightful owners.

Support