Communications in Computer and Information Science 836

Commenced Publication in 2007 Founding and Former Series Editors: Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Dominik Ślęzak, and Xiaokang Yang

Editorial Board Simone Diniz Junqueira Barbosa Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Krishna M. Sivalingam Indian Institute of Technology Madras, Chennai, India Takashi Washio Osaka University, Osaka, Japan Junsong Yuan University at Buffalo, The State University of New York, Buffalo, USA Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Jyotsna Kumar Mandal • Devadatta Sinha (Eds.)

Social Transformation – Digital Way 52nd Annual Convention of the Computer Society of India, CSI 2017 Kolkata, India, January 19–21, 2018 Revised Selected Papers

123 Editors Jyotsna Kumar Mandal Devadatta Sinha Kalyani University University of Calcutta Kalyani Kolkata India India

ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer and Information Science ISBN 978-981-13-1342-4 ISBN 978-981-13-1343-1 (eBook) https://doi.org/10.1007/978-981-13-1343-1

Library of Congress Control Number: 2018950770

© Springer Nature Singapore Pte Ltd. 2018 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This Springer imprint is published by the registered company Springer Nature Singapore Pte Ltd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Foreword

The Computer Society of India organized its 52nd Annual Convention on the Theme “Social Transformation- Digital Way” during January 18–21, 2018 at Science City, Kolkata. Pre-Convention Tutorial was held on January 18. 2018. Over six hundred delegates, from all walks of lifle from academic institutions, government departments, industry houses and other stake holders were attend the Convention. The Annual Convention of CSI is always an important and prestigious event of the Computer Society of India being held since the year 1966 when CSI-66 the first Annual Convention with the theme “An Ideal Computer Map for India” was held at Kolkata. Since then this annul mega event of the Society has been held at different cities having infrastructure facilities for organizing such events. This year the event was organized at the Science City, Kolkata, India which pro- vided, required infrastructure with. its ideal environment. As is followed every year, there were invited addresses and general speeches of interest, paper presentations, and panel discussions in multiple tracks/ sessions, covering diverse topics of interest. Proceedings of selected papers are being published by Springer in COS series indexed by SCIMago, Scopus. DBLP etc. The theme was on the social transformation through different digital ways. Connectivity, with governments, both at the central and state levels is using technology to make this transformation to achieve doorstep connectivity with its citizens. There were exhibition stalls where state-of- the- art and enlarging products and services were showcased and demonstrated to the interested delegates. Extensive opportunities were there to encourage interaction and build everlasting relationship among all the participants in the Convention at all levels and also with the number of sponsors/partners at different levels. This Convention contributed actively towards the holistic development of the Society and makes the digital mission and social transformation in the years to come. This international conference connected face to face with 600+ professionals representing some of the top corporate in the country. The CSI 2017 organized by Computer Society of India Kolkata Chapter is involving various International Researchers and Academicians, and industry Dignitaries. Digni- taries and eminent technical speakers from premier academic and research institutes in India namely, Indian institute of Science Bangalore, Indian Institute of Technology Kharagpur, Indian Statistical Institute Kolkata, Indian Institute of Management Ban- galore, Jadavpur University, Calcutta University, TCS, Medical colleges, Kansas University etc. were participated. In addition, some leading academic and research luminaries representing Universities/Institutes of International repute from abroad have participated in the event. This volume contains chapters like Signal Processing, Microwave and Communi- cation Engineering, Circuits and Systems, Data Science and Data Analytics, Bio Computing, Social Computing, Mobile, Nano and Quantum Computing, Data Mining, Security and Forensics, Digital image Processing and Computational Intelligence. VI Foreword

Some papers in this volume are on Diabetes Mellitus risk factor prediction, eye tracking with evolutionary head movement for vision based rehabilitation, evaluation of bacterial blight in a rice plant, digital photo trichogram for hair fall diagnosis, identification of Benign and Malignant cells from cytological images. PV cell operated motor to drive fans and pumps in rural areas. Mobile governance using Sanskrit grammar etc. Easy Chair scoring scheme has been adopted to select best 59 papers based on double blind reviews using Easy Chair. Papers were received from IITs, ISI, IIITs, JU, CU, KU along with some papers from USA and UK. Presented papers were modified as per suggestions of session judges and modified papers were uploaded into the Springer after checking similarities again. Springer scrutinized all uploaded papers and finally they have selected the papers for publication. Hope this volume will be a very good value added material in the field of Computer Science, IT and transformation of social system into digital form. Researchers and academicians will he benefited from this volume as a state-of-the-art value added source of information.

Atal Chaudhuri Preface

The Computer Society of India organized the 52nd Annual Convention on the theme “Social Transformation-Digital Way” during January 19–21, 2018, at Science City, Kolkata. The pre-convention tutorial was organized on January 18, 2018, at the Technology Campus of the University of Calcutta. The response was overwhelming and 370 enthusiastic participants came all the way from Gourbanga University, Malda and the colleges of Bankura, West Midnapur, Durgapur, Haldia, Kalyani, and Hooghly, in addition to various universities and institutes within the territory of Kolkata. Over 600 delegates, from all walks of life (academic institutions, government departments, industry houses, and other stake holders) attended the conference. This is an important and prestigious event of the Society and has been held since 1966, when CSI-66, the first annual convention cum conference with the theme “An Ideal Computer Map for India,” was held at Kolkata. Since then, this annual mega event of the Society has been held at different cities of India. The Kolkata Chapter has hosted this event eight times in 1966, 1978, 1986, 1990, 1994, 2001, 2006, and 2012. This was the ninth time that Kolkata hosted this conference. The conference had an interesting combination of keynote addresses, motivational talk, invited talks, general speeches of interest, talks from industries, paper presenta- tions, and panel discussions in multiple sessions, covering diverse topics of interest. The proceedings of the selected and presented papers was published in the CCIS series of Springer Nature, free of cost. We are thankful to the authority of Springer for their active association with CSI. Three best paper awards of 250 Euro, 200 Euro and 150 Euro in the form of eBook vouchers were also given by Springer. The papers were checked for similarities multiple times through iThenticate, access of which was provided by Springer. The EasyChair scoring scheme was adopted to select the best papers (59 in all) out of 157 submissions based on reviews using EasyChair. We received papers from IITs, ISI, IIITs, JU, CU, KU, along with some papers from the USA and UK. The presented papers were modified as per the sug- gestions of the session judges and modified papers were uploaded to the Springer system after rechecking for similarities. We are grateful to the contributors and reviewers for their efforts. The theme of the conference was well deliberated upon and the organizers unani- mously decided on “Social Transformation” through different digital ways. This was primarily because the central and state governments at their respective levels were using technology to make this transformation possible by ensuring connectivity with its citizens. In line with the theme, the conference was organized in such a manner that participants could get extensive opportunities to explore and build everlasting networks at different levels. VIII Preface

We hope that this volume was useful and contributed extensively towards a holistic development of the Society, while fulfilling the digital mission of bringing on social transformation in the years to come. This volume aims to definitely be a value-addition for academicians, researchers, and budding engineers and scientists.

August 2018 Jyotsna Kumar Mandal Devadatta Sinha Organization

Patrons

Taranjit Singh JIS Group, India Saikat Maitra Maulana Abul Kalam Azad University of Technology, India Subhansu Bandopadhyay Brainware University, India Dilip Kumar Sinha Visva-Bharati, India Rajat Bose Kolkata Doordarshan Kendra, India Manas Pratim Das All India Radio, India Dwijesh Dutta Majumder Computer Society of India, India Nirajit Kanta Roy Computer Society of India, India Debabrata Ghosh Dastidar Computer Society of India, India Shyam Sundar Aggarwal Computer Society of India, India Samir Kumar Bandopadhyay Computer Society of India, India Devaprasanna Sinha Computer Society of India, India Debesh Kumar Das Computer Society of India, India Subimal Kundu Computer Society of India, India Rabindra Nath Lahiri Computer Society of India, India Sibsankar Daspal Computer Society of India, India Devadatta Sinha Computer Society of India, India Dipti Prasad Mukherjee Computer Society of India, India Sanjay Mahapatra Computer Society of India, India Gautam Mahapatra Computer Society of India, India A. K. Nayak Computer Society of India, India Manas Ranjan Pattnaik Computer Society of India, India Anirban Basu Computer Society of India, India

Advisory Board

Amiya Nayak Ottawa University, Canada Sajal Das University of Texas at Arlington, USA Santosh Mohanty TCS, India A. Damodaram Jawaharlal Nehru Technological University, India A. K. Nayek Secretary, CSI, India A. Kaykobad Bangladesh University of Engineering and Technology, Bangladesh Aditya Bagchi RKM University, India Anirban Basu Immediate Past President, CSI, India Arun Baran Samaddar National Institute of Technology, Sikkim, India Atal Chowdhury Jadavpur University, India Atulya Nagar Liverpool Hope University, UK X Organization

Aynur Unal Stanford University, USA B. K. Panigrahi Indian Institute of Technology Delhi, India Barin Kumar De Tripura University, India Basabi Chakraborty Iwate Prefectural University, Japan Bidyut Baran Chaudhuri Indian Statistical Institute Kolkata, India Girijasankar Mallik University of Western Sydney, Australia Hyeona Lim Mississippi State University, USA K. V. Arya Indian Institute of Information Technology and Management Gwalior, India Kalyanmoy Deb Michigan State University, USA Millie Pant Indian Institute of Technology Roorkee, India Mrinal Kanti Naskar Jadavpur University, India Nandini Mukhopadhyay Jadavpur University, India Prith Banerjee Schneider Electric, USA R. N. Lahiri CSI, Kolkata Chapter, India Rahul Kala Indian Institute of Information Technology Allahabad, India Rajkumar Buyya University of Melbourne, Australia S. Bandopadhyay Calcutta University, India Shikharesh Majumdar Carleton University, Canada Siddhartha Bhattacharjee RCC Institute of Information Technology, India Somnath Mukhopadhay Texas University, USA Subarna Shakya Tribhuvan University, Nepal Subhansu Bandyopadhyay Calcutta University, India Ujjwal Maulik Jadavpur University, India Valentina E. Balas Aurel Vlaicu University of Arad, Romania Y. Narahari Indian Institute of Science Bengaluru, India Zbigniew Michalewicz University of Adelaide, Australia Manas Ranjan Pattnaik Treasurer, CSI, India Sanjay Mahapatra President, CSI, India Suresh Chandra Satapathy PVPSIT, India

Conference Chair

Goutam Mahapatra CSI, India (Vice President)

Convener

Devaprasanna Sinha, CSI, India (Regional Vice-President I)

Editorial Board

Jyotsna Kumar Mandal University of Kalyani, India Devadatta Sinha University of Calcutta, India Organization XI

Organizing Committee

Phalguni Mukherjee (Chair) CSI, India Subir Lahiri (Co-chair) CSI, India

Program Committee

Jyotsna Kumar Mandal (Chair) Devadatta Sinha (Co-chair)

Exhibition Committee

Sib Daspal (Chair) Gautam Hajra (Co-chair)

Finance Committee

Alakananda Rao Sourav Chakraborty

Tutorial Committee

Amlan Chakrabarti Debasish Dey Somenath Mukhopadhyay

Event Committee

Samir Kr. Bandyopadhyay Asish Kumar Mukhopadhyay

Registration Committee

Aniruddha Nag Abhijit Sarkar

Hospitality Committee

Indranil Ghosh Manas Kumar Sanyal Subhranshu Roy XII Organization

Publicity Committee

Subhobrata Roychaufhuri Kaushik Roy

Souvenir Committee

Madhumita Sengupta

Technical Program Committee

Arindam Pal TCS Innovation Lab, India Anindita Roy B. P. Poddar Institute of Management and Technology, India A. C. Mondal University of Burdwan, India A. Chattopadhyay Siliguri Institute of Technology, India A. Bagchi Swami Vivekananada University, India A. M. Sudhakara University of Mysore, India Abhishek Bhattacharya Institute of Engineering and Management, India Ambar Dutta Computer Society of India, Kolkata Chapter, India Amiya Kumar Rath Veer Surendra Sai University of Technology, India Amlan Chakrabarti Calcutta University, India Andrew M. Lynn Jawaharlal Nehru Technological University, India Angshuman Bhttacharyya National Institute of Technology Durgapur, India Angsuman Sarkar Kalyani Government Engineering College, India Anirban Guha Jadavpur University, India Anupam Baliyan Bharati Vidyapeeth’s Institute of Computers Applications and Management, India Anuradha Banerjee Kalyani Government Engineering College, India Arnab K. Laha Indian Institute of Management Ahmedabad, India Arpita Chakraborty Techno India Salt Lake, India Arun K. Pujari University of Hyderabad, India Arundhati Bagchi Misra Saginaw Valley State University, USA Asad A. M. Al-Salih University of Bagdad, Iraq Ashok Kumar Rai Gujarat University, India Asif Ekbal Indian Institute of Technology Patna, India Asok Kumar MCKV Institute of Engineering, India Atanu Kundu Heritage institute of Technology, India Ayan Datta IACS, Kolkata, India B. B. Pal University of Kalyani, India Balakrushna Tripathy Vellore Institute of Technology, India Banshidhar Majhi National Institute of Technology Rourkela, India Bhaba R. Sarker Louisiana State University, USA Bhabani P. Sinha Indian Statistical Institute Kolkata, India Bhagvati Chakravarthy University of Hyderabad, India Organization XIII

Bhaskar Sardar Jadavpur University, India Bibhas Chandra Dhara Jadavpur University, India Biplab K. Sikdar Indian Institute of Engineering Science and Technology Shibpur, India Brojo Kishore Mishra C. V. Raman College of Engineering, India Buddhadeb Manna University of Calcutta, India C. K. Chanda Indian Institute of Engineering Science and Technology, India C. Srinivas Kakatiya Institute of Technology and Science, India Carlos A. Bana e Costa Universidade de Lisboa, Portugal Chandan Bhar Indian School of Mines, India Chandreyee Chowdhury Jadavpur University, India Chilukuri K. Mohan Syracuse University, USA Chintan Mandal Jadavpur University, India R. K. Samanta Siliguri Institute of Technology, India Dakshina Ranjan Kisku National Institute of Technology Durgapur, India Debashis De Maulana Abul Kalam Azad University of Technology, India Debasish Nandi National Institute of Technology Durgapur, India Debdatta Kandar North East Hill University, India Debesh Das Jadavpur University, India Debidas Ghosh National Institute of Technology Durgapur, India Debotosh Bhattacharjee Jadavpur University, India Deepak Khemani Indian Institute of Technology Madras, India Deepak Kumar Amity University, India Dhananjay Bhattacharyya Saha Institute of Nuclear Physics, India Dhananjay Kumar Singh Global ICT Standardization Forum for India (GISFI), India Diganta Goswami Indian Institute of Technology Guwahati, India Dilip Kumar Pratihar Indian Institute of Technology Kharagpur, India Dipanwita Roychowdhury Indian Institute of Technology Kharagpur, India Dulal Acharjee Purushottam Institute of Engineering and Technology, India Durgesh Kumar Mishra Computer Society of India, India Esteban Alfaro Cortés University of Castilla-La Mancha, Spain Ganapati Panda Indian Institute of Technology Bhubaneswar, India Goutam Sarker National Institute of Technology Durgapur, India Goutam Sanyal National Institute of Technology Durgapur, India Govinda K. Vellore Institute of Technology, India Gunamani Jena Roland Institute of Technology, India H. S. Lalliel University of Derby, UK Hirak Maity College of Engineering and Management Kolaghat, India Indrajit Bhattacharjee Kalyani Government Engineering College, India Indrajit Saha National Institute of Technical Teachers’ Training and Research Kolkata, India XIV Organization

J. V. R. Murthy Jawaharlal Nehru Technological University Kakinada, India Jimson Mathew University of Bristol, UK Jyoti Prakash Singh National Institute of Technology Patna, India K. K. Bagchi University of Texas at El Paso, USA K. Kannan Nagaland University, India K. Srujan Raju CMR Group of Institutions, India K. Suresh Basu Jawaharlal Nehru Technological University, India Kameswari Chebrolu Indian Institute of Technology Bombay, India Kandarpa Kumar Sarma Gauhati University, India Kartick Chandra Mandal Jadavpur University, India Kausik Dasgupta Kalyani Government Engineering College, India Koushik Majumder Maulana Abul Kalam Azad University of Technology, India Kui Yu University of South Australia, Australia Kunal Das Narula Institute of Technology, India Lothar Thiele Swiss Federal Institute of Technology Zurich, Switzerland M. Ali Akber Dewan Athabasca University, Canada M. S. Prasad Babu Andhra University, India M. Sandirigama University of Peradenia, Sri Lanka Malay Bhattacharyya Indian Institute of Engineering Science and Technology, India Malay Pakhira Kalyani Government Engineering College, India Manas Kumar Bera Haldia Institute of Technology, India Manas Ranjan Senapati Centurion University of Technology and Management, India Manish Kumar Kakhani Mody University, India Massimo Pollifroni University of Turin, Italy Md. Iftekhar Hussain North East Hill University, India Mohammad Ubadullah Bokhari Aligarh Muslim University, India Mohd Nazri Ismail Universiti Pertahanan Nasional Malaysia, Malaysia N. V. Ramana Rao Jawaharlal Nehru Technological University, India Nabendu Chaki Calcutta University, India Nibaran Das Jadavpur University, India Nilanjan Dey Techno India College of Technology, India P. Premchand Osmania University Hyderabad, India P. S. Neelakanta Florida Atlantic University, India Parag Kulkarni iknowlation Research Labs Pvt. Ltd., India Parama Bhaumik Jadavpur University, India Partha Pratim Sahu Tezpur University, India Pawan Kumar Jha Purbanchal University, Nepal Pawan Lingras St. Mary’s University, Canada Pradosh K. Roy Asia Pacific Institute of Information Technology, India Pramod Kumar Meher Nanyang Technological University, Singapore Organization XV

Pranab K. Dan Indian Institute of Technology Kharagpur, India Prasanta K. Jana Indian School of Mines Dhanbad, India Prashant R. Nair Computer Society of India, India Pratyay Kuila National Institute of Technology Sikkim, India Priya Ranjan Sinha Mahapatra University of Kalyani, India R. K. Pal University of Calcutta, India Radha Krishna Bar FIEM, India R. DattaGupta Jadavpur University, India R. K. Jana Indian Institute of Social Welfare and Business Management, India R. N. Lahiri Batanagar Institute of Engineering Management and Science, India R. Sankararama Krishnan Indian Institute of Technology Kanpur, India Rajeeb Dey National Institute of Technology Silchar, India Ram Sarkar Jadavpur University, India Rameshwar Dubey South University of Science and Technology of China, China Ranjan Kumar Gupta West Bengal State University, India Ray Zhong University of Auckland, New Zealand Rober Hans Tshwane University of Technology, South Africa S. V. K. Bharathi Symbiosis International University, India S. D. Dewasurendra University of Peradenia, Sri Lanka S. G. Deshmukh Indian Institute of Technology, Mumbai, India S. K. Behera National Institute of Technology Rourkela, India S. P. Bhattacharyya Texas A&M University, USA Saikat Chakrabarti CSIR-IICB, Kolkata, India Samar Sen Sarma University of Calcutta, India Samiran Chattopadhyay Jadavpur University, India Sandip Rakshit Kaziranga University, India Sanjib K. Panda Berkeley Education Alliance for Research in Singapore Limited, Singapore Sankar Chakraborty Jadavpur University, India Sankar Duraikannan Asia Pacific University of Technology and Innovation, Malaysia Santi P. Maity Indian Institute of Engineering Science and Technology Shibpur, India Sarbani Roy Jadavpur University, India Satish Narayana Srirama University of Tartu, Estonia Saurabh Dutta Dr. B.C. Roy Engineering College Durgapur, India Seba Maity College of Engineering and Management Kolaghat, India Shangping Ren Illinois Institute of Technology, USA Soma Barman University of Calcutta, India Somdatta Chakraborty MKAUT, India Soumya Pandit University of Calcutta, India Sripati Mukhopadhyay Burdwan University, India XVI Organization

Sruti Gan Chaudhuri Jadavpur University, India Subhadip Basu Jadavpur University, India Subho Chaudhuri BIT Mesra Kolkata, India Subhranil Som Amity University Noida, India Subir Sarkar Jadavpur University, India Subrata Banerjee National Institute of Technology Durgapur, India Sudhakar Sahoo Institute of Mathematics and Applications, India Sudhakar Tripathi National Institute of Technology Patna, India Sudip Kumar Adhikari Cooch Behar Government Engineering College, India Sudip Kumar Das Calcutta University, India Sudip Kundu Calcutta University, India Sudipta Roy Assam University, India Sukumar Nandi Indian Institute of Technology Guwahati, India Sumit Kundu National Institute of Technology Durgapur, India Sunirmal Khatua Calcutta University, India Supratim Sengupta Indian Institute of Engineering Science and Technology, Shibpur, India Sushmita Mitra Indian Statistical Institute Kolkata, India Suvamoy Changder National Institute of Technology Durgapur, India Swagatam Das Indian Statistical Institute Kolkata, India Swapan Kumar Mandal Kalyani Government Engineering College, India Syed Samsul Alam Aliah University, India T. K. Kaul Sikkim University, India Tamaghna Acharya Indian Institute of Engineering, Science and Technology, India Tandra Pal National Institute of Technology, Durgapur, India Tanushyam Chattopadhyay TCS Innovation Lab, India Tapan K. Ghosh West Bengal University of Animal and Fishery Sciences, India Tushar Kanti Bera Yonsei University, South Korea U. Dinesh Kumar Indian Institute of Management Bangalore, India Utpal Biswas University of Kalyani, India V. Prithiviraj Pondicherry Engineering College, India Vikrant Bhateja Shri Ram Swaroop Memorial Group of Professional Colleges, India Vladimir A. Oleshchuk University of Agder, Norway Yoshihiro Kilho Shin University of Hyogo, Japan Zaigham Mahmood University of Derby, UK Muheet Ahmed Butt University of Kashmir, India Arijit Chowdhury TCS Innovation Lab, India Hemanta Dey Techno India College of Technology, India Samir Malakar Asutosh College, India Snehasis Banerjee TCS Innovation Lab, India Organization XVII

List of MC/NC 2017–2018 of Computer Society of India, Kolkata Chapter Chairman Subir Kumar Lahiri

Vice Chairman Ambar Dutta

Secretary Subho Chaudhuri

Treasurer Madhumita Sengupta

Immediate Past Chairman Jyotsna Kumar Mandal

MC Members

Sanjoy Kumar Saha Ajanta Das Nabendu Chaki Abhik Mukherjee Sumanta Bhattacharya Manas Kumar Sanyal Abhijit Sarkar Asish Kumar Mukhopadhyay

NC Members

Indranil Ghosh Radha Krishna Bar Bidyut Chakrabort

Additional Reviewers

A. Bagchi Swami Vivekananada University, India A. C. Mondal University of Burdwan, India A. Chattopadhyay Siliguri Institute of Technology, India A. M. Sudhakara University of Mysore, India Abhishek Bhattacharya Institute of Engineering and Management, India Ambar Dutta Computer Society of India Kolkata Chapter, India Amiya Kumar Rath Veer Surendra Sai University of Technology, India Amlan Chakrabarti Calcutta University, India Andrew M. Lynn Jawaharlal Nehru Technological University, India Angshuman Bhttacharyya National Institute of Technology Durgapur, India XVIII Organization

Angsuman Sarkar Kalyani Government Engineering College, India Anindita Roy B. P. Poddar Institute of Management and Technology, India Anirban Guha Jadavpur University, India Anupam Baliyan Bharati Vidyapeeth’s Institute of Computers Applications and Management, India Anuradha Banerjee Kalyani Government Engineering College, India Arindam Pal TCS Innovation Lab, India Arnab K. Laha Indian Institute of Management Ahmedabad, India Arpita Chakraborty Techno India Salt Lake, India Arun K. Pujari University of Hyderabad, India Arundhati Bagchi Misra Saginaw Valley State University, USA Asad A. M. Al-Salih University of Bagdad, Iraq Ashok Kumar Rai Gujarat University, India Asif Ekbal Indian Institute of Technology Patna, India Asok Kumar MCKV Institute of Engineering, India Atanu Kundu Heritage institute of Technology, India Ayan Datta IACS, Kolkata, India B. B. Pal University of Kalyani, India Balakrushna Tripathy Vellore Institute of Technology, India Banshidhar Majhi National Institute of Technology Rourkela, India Bhaba R. Sarker Louisiana State University, USA Bhabani P Sinha Indian Statistical Institute Kolkata, India Bhagvati Chakravarthy University of Hyderabad, India Bhaskar Sardar Jadavpur University, India Bibhas Chandra Dhara Jadavpur University, India Biplab K. Sikdar Indian Institute of Engineering Science and Technology Shibpur, India Brojo Kishore Mishra C. V. Raman College of Engineering, India Buddhadeb Manna University of Calcutta, India C. K. Chanda Indian Institute of Engineering Science and Technology Shibpur, India C. Srinivas Kakatiya Institute of Technology and Science, India Carlos A. Bana e Costa Universidade de Lisboa, Portugal Chandan Bhar Indian School of Mines, India Chandreyee Chowdhury Jadavpur University, India Chilukuri K. Mohan Syracuse University, USA Chintan Mandal Jadavpur University, India Dakshina Ranjan Kisku National Institute of Technology Durgapur, India Debashis De Maulana Abul Kalam Azad University of Technology, India Debasish Nandi National Institute of Technology Durgapur, India Debdatta Kandar North East Hill University, India Debesh Das Jadavpur University, India Debidas Ghosh National Institute of Technology Durgapur, India Debotosh Bhattacharjee Jadavpur University, India Organization XIX

Deepak Khemani Indian Institute of Technology Madras, India Deepak Kumar Amity University, India Dhananjay Bhattacharyya Saha Institute of Nuclear Physics, Kolkata India Dhananjay Kumar Singh Global ICT Standardization Forum for India (GISFI), India Diganta Goswami Indian Institute of Technology Guwahati, India Dilip Kumar Pratihar Indian Institute of Technology Kharagpur, India Dipanwita Roychowdhury Indian Institute of Technology Kharagpur, India Dulal Acharjee Purushottam Institute of Engineering and Technology, India Durgesh Kumar Mishra Computer Society of India, India Esteban Alfaro Cortés University of Castilla-La Mancha, Spain, Ganapati Panda Indian Institute of Technology Bhubaneswar, India Goutam Sanyal National Institute of Technology Durgapur, India Goutam Sarker National Institute of Technology Durgapur, India Govinda K. Vellore Institute of Technology, India Gunamani Jena Roland Institute of Technology, India H. S. Lalliel University of Derby, UK Hirak Maity College of Engineering and Management Kolaghat, India Indrajit Bhattacharjee Kalyani Government Engineering College, India Indrajit Saha National Institute of Technical Teachers’ Training and Research Kolkata, India J. V. R. Murthy Jawaharlal Nehru Technological University Kakinada, India Jimson Mathew University of Bristol, UK Jyoti Prakash Singh National Institute of Technology Patna, India K. K. Bagchi University of Texas at El Paso, USA K. Kannan Nagaland University, India K. Srujan Raju CMR Group of Institutions, India K. Suresh Basu Jawaharlal Nehru Technological University, India Kameswari Chebrolu Indian Institute of Technology Bombay, India Kandarpa Kumar Sarma Gauhati University, India Kartick Chandra Mandal Jadavpur University, India Koushik Majumder Maulana Abul Kalam Azad University of Technology, India Kui Yu University of South Australia, Australia Kunal Das Narula Institute of Technology, India Lothar Thiele Swiss Federal Institute of Technology Zurich, Switzerland M. Ali Akber Dewan Athabasca University, Canada M. S. Prasad Babu Andhra University, India M. Sandirigama University of Peradenia, Sri Lanka Malay Bhattacharyya Indian Institute of Engineering Science and Technology, India Manas Kumar Bera Haldia Institute of Technology, India XX Organization

Manas Ranjan Senapati Centurion University of Technology and Management, India Manish Kumar Kakhani Mody University, India Massimo Pollifroni University of Turin, Italy Md. Iftekhar Hussain North East Hill University, India Mohd Nazri Ismail University Pertahanan National Malaysia, Malaysia N. V. Ramana Rao Jawaharlal Nehru Technological University, India Nabendu Chaki Calcutta University, India Nibaran Das Jadavpur University, Kolkata, India Nilanjan Dey Techno India College of Technology, India P. Premchand Osmania University Hyderabad, India P. S. Neelakanta Florida Atlantic University, India Parama Bhaumik Jadavpur University, India Partha Pratim Sahu Tezpur University, India Pawan Kumar Jha Purbanchal University, Nepal Pawan Lingras St. Mary’s University, Canada Pradosh K. Roy Asia Pacific Institute of Information Technology, India Pramod Kumar Meher Nanyang Technological University, Singapore Pranab K. Dan Indian Institute of Technology Kharagpur, India Prasanta K. Jana Indian School of Mines Dhanbad, India Prashant R. Nair Computer Society of India, India Pratyay Kuila National Institute of Technology Sikkim, India Priya Ranjan Sinha Mahapatra University of Kalyani, India R. Datta Gupta Jadavpur University, India R. K. Pal University of Calcutta, India R. K. Jana Indian Institute of Social Welfare and Business Management, India R. N. Lahiri Batanagar Institute of Engineering Management and Science, India R. Sankararama Krishnan Indian Institute of Technology Kanpur, India R. K. Samanta Siliguri Institute of Technology, India Rajeeb Dey National Institute of Technology Silchar, India Ram Sarkar Jadavpur University, India Rameshwar Dubey South University of Science and Technology of China, China Ranjan Kumar Gupta West Bengal State University, India Ray Zhong University of Auckland, New Zealand Rober Hans Tshwane University of Technology, South Africa S. V. K. Bharathi Symbiosis International University, India S. D. Dewasurendra University of Peradenia, Sri Lanka S. G. Deshmukh Indian Institute of Technology, Mumbai, India S. K. Behera National Institute of Technology Rourkela, India S. P. Bhattacharyya Texas A&M University, USA Saikat Chakrabarti CSIR-IICB, Kolkata, India Samar Sen Sarma University of Calcutta, India Organization XXI

Samiran Chattopadhyay Jadavpur University, India Sandip Rakshit Kaziranga University, India Sanjib K. Panda Berkeley Education Alliance for Research in Singapore Limited, Singapore Sankar Chakraborty Jadavpur University, India Sankar Duraikannan Asia Pacific University of Technology and Innovation, Malaysia Santi P. Maity Indian Institute of Engineering Science and Technology Shibpur, India Sarbani Roy Jadavpur University, India Satish Narayana Srirama University of Tartu, Estonia Saurabh Dutta Dr. B.C. Roy Engineering College Durgapur, India Seba Maity College of Engineering and Management Kolaghat, India Shangping Ren Illinois Institute of Technology, USA Soma Barman University of Calcutta, India Soumya Pandit University of Calcutta, India Sripati Mukhopadhyay Burdwan University, India Sruti Gan Chaudhuri Jadavpur University, India Subhadip Basu Jadavpur University, India Subho Chaudhuri BIT Mesra Kolkata, India Subhranil Som Amity University Noida, India Subir Sarkar Jadavpur University, India Subrata Banerjee National Institute of Technology Durgapur, India Sudhakar Sahoo Institute of Mathematics and Applications, India Sudhakar Tripathi National Institute of Technology Patna, India Sudip Kumar Adhikari Cooch Behar Government Engineering College, India Sudip Kumar Das Calcutta University, India Sudip Kundu Calcutta University, India Sudipta Roy Assam University, India Sukumar Nandi Indian Institute of Technology Guwahati, India Sumit Kundu National Institute of Technology Durgapur, India Sunirmal Khatua Calcutta University, India Sushmita Mitra Indian Statistical Institute Kolkata, India Swapan Kumar Mandal Kalyani Government Engineering College, India Syed Samsul Alam Aliah University, India T. K. Kaul Sikkim University, India Tamaghna Acharya Indian Institute of Engineering, Science and Technology, India Tandra Pal National Institute of Technology, Durgapur, India Tanushyam Chattopadhyay Innovation Lab TCS Kolkata, India Tapan K. Ghosh West Bengal University of Animal and Fishery Sciences, India Tushar Kanti Bera Yonsei University, South Korea U. Dinesh Kumar Indian Institute of Management Bangalore, India XXII Organization

Utpal Biswas University of Kalyani, India V. Prithiviraj Pondicherry Engineering College, India Vladimir A. Oleshchuk University of Agder, Norway Yoshihiro Kilho Shin University of Hyogo, Japan Zaigham Mahmood University of Derby, UK Arijit Chowdhury TCS Innovation Lab Kolkata, India Muheet Ahmed Butt University of Kashmir, India Samir Malakar Asutosh College, Kolkata, India Snehasis Banerjee TCS Innovation Lab, India Contents

Signal Processing, Microwave and Communication Engineering

Localization of Sensors in Wireless Sensor Networks ...... 3 Pritee Parwekar and Anusha Vangala

Analytical Investigation of Tunneling Current in Nano-MOSFET Using BSIM4 Model for Low Power VLSI Applications ...... 11 Anal Roy Chowdhury, Krishnendu Roy, Palak Saha, and Arpan Deyasi

Optimization of InP HEMT Using Multilayered Cap and Asymmetric Gate Recess ...... 19 Kumar Ankit, Rohan Kumar, Om Prakash, and Aminul Islam

Phase Velocity Compensation in Compact Coupled-Line Bandpass Filter with Square Corrugations...... 29 Tarun Kumar Das and Sayan Chatterjee

Segregation of Speech and Songs - A Precursor to Audio Interactive Applications ...... 42 Himadri Mukherjee, Santanu Phadikar, and Kaushik Roy

A Theoretical Framework of Lifetime Prediction of Wireless Sensor Networks...... 50 Sudakshina Dasgupta and Paramartha Dutta

Verification of OAuth 2.0 Using UPPAAL...... 58 K. S. Jayasri, K. P. Jevitha, and B. Jayaraman

Utility of Data Aggregation Technique for Wireless Sensor Network: Detailed Survey Report ...... 68 Kaustuv Sarangi and Indrajit Bhattacharya

A VDIBA Based Voltage-Mode Highpass and Bandpass Filter ...... 83 Pallavi Singh, Vikash Kumar, Lakshmi Pujitha Patnaik, and Aminul Islam

A Novel Solution for Controller Based Software Defined Network (SDN) ...... 90 Parinita Dutta and Rajeev Chatterjee

A Novel Approach to Lossless Audio Compression (LAC)...... 99 Uttam Kr. Mondal XXIV Contents

Extending Lifetime of a Network by Load Sharing in AODV Routing Protocol...... 107 Radha Krishna Bar, Jyotsna Kumar Mandal, Tanmoy Kanti Halder, and Somnath Mukhopadhyay

Circuits and Systems

An Electronically-Tuneable VDTA Based Sinusoidal Oscillator ...... 115 Indrajit Pal, Vikash Kumar, Sagnik Saha, Soham Banerjee, and Aminul Islam

Multi-functional Active Filter Design Using Three VDTAs ...... 124 Anushka Gon, Vikash Kumar, Saumya Pandey, and Aminul Islam

Robustness Study of Muller C-element ...... 131 Komal Agrawal, Sneha Chowdhury, Shashank Kumar Dubey, and Aminul Islam

Automated Cobb Angle Computation from Scoliosis Radiograph ...... 140 Raka Kundu, Amlan Chakrabarti, and Prasanna Lenka

Nonvolatile Write Driver for Spin Transfer Torque Memory and Logic Design ...... 156 Sagnik Saha, Shashank Kumar Dubey, Soham Banerjee, Indrajit Pal, and Aminul Islam

Optimal Equipment Positioning and Technology Selection for RFID Enabled Warehouses ...... 167 Sandeep Kumar Singh, Arun Kumar Biswal, Sonu Kumar, Tanya Singh, and Mamata Jenamani

Data Science and Data Analytics

Comparative Study Between Classification Algorithms Based on Prediction Performance ...... 185 A. G. Hari Narayanan, Megha Prabhakar, B. Lakshmi Priya, and J. Amar Pratap Singh

Determination of Connectivity Using Minimum Connected Dominating Set Based on the Measure of Eigen Centrality in a Heterogeneous IoT Network...... 197 Partha Sarathi Banerjee, Satyendra Nath Mandal, and Biswajit Maiti

Diabetes Mellitus Risk Factor Prediction Through Resampling and Cost Analysis on Classifiers ...... 212 S. Poonkuzhali, J. Jeyalakshmi, and S. Sreesubha Contents XXV

Parallel Fuzzy Cognitive Map Using Evolutionary Feature Reduction for Big Data Classification Problem...... 226 M. V. Judy and Gayathri Soman

Cluster Optimization in Wireless Sensor Networks Using Particle Swarm Optimization ...... 240 S. R. Deepa and D. Rekha

Bio Computing

Identification of Benign and Malignant Cells from Cytological Images Using Superpixel Based Segmentation Approach...... 257 Shyamali Mitra, Soumyajyoti Dey, Nibaran Das, Sukanta Chakrabarty, Mita Nasipuri, and Mrinal Kanti Naskar

Identifying MicroRNA Markers From Expression Data: A Network Analysis Based Approach...... 270 Paramita Biswas and Anirban Mukhopadhyay

Eye Tracking with Involuntary Head Movements for a Vision-Based Rehabilitation System ...... 285 Arpita Ray Sarkar, Goutam Sanyal, and Somajyoti Majumder

Importance of Thermal Features in the Evaluation of Bacterial Blight in Rice Plant ...... 300 Ishita Bhakta, Santanu Phadikar, and Koushik Majumder

An Automated Approach Towards Digital Photo-Trichogram for Hair Fall Diagnosis ...... 314 Naren Debnath, Nibaran Das, Somenath Sarkar, and Mita Nasipuri

Advanced Diagnosis of Deadly Diseases Using Regression and Neural Network ...... 330 Sumit Das, Manas Kumar Sanyal, and Debamoy Datta

Social Computing

A Scheme of PV Cell Operated BLDC Motor to Drive Fans and Pumps in Rural Areas ...... 355 Santanu Mondal and Madhurima Chattopadhyay

Development of a Power Efficient Hearing Aid Using MEMS Microphone...... 369 Souvik Mallik, Debjyoti Chowdhury, and Madhurima Chattopadhyay XXVI Contents

Leveraging ICT for Food Security: An Analysis in the Context of PDS in India ...... 376 Arun Kumar Biswal and Mamata Jenamani

Mobile, Nano, Quantum Computing

Calculating Transmittance and Field Enhancement of n-Layer MIM Surface Plasmon Structure for Detection of Biological Nano-Objects...... 393 Arpan Deyasi, Pratibha Verma, and Angsuman Sarkar

A Comparative Analysis of CNF and XOR-AND Representations for QCA Majority Gate Estimation ...... 402 Ayan Chaudhuri, Mahamuda Sultana, Diganta Sengupta, Chitrita Chaudhuri, and Atal Chaudhuri

Logic Design and Quantum Mapping of a Novel Four Variable Reversible s2c2 Gate ...... 416 Mahamuda Sultana, Ayan Chaudhuri, Diganta Sengupta, and Atal Chaudhuri

A Design and Application Case Study of Binary Semaphore Using 2 Dimensional 2 Dot 1 Electron Quantum Dot Cellular Automata ...... 428 Sunanda Mondal, Mili Ghosh, Kakali Datta, Debarka Mukhopadhyay, and Paramartha Dutta

A Novel Approach Towards Optimized Synthesis of Four Variable Reversible Function Using Toffoli-Fredkin Based Mixed Templates ...... 449 Kushal Shaw, Subham Pal, Sinjini Banerjee, Priyabrata Sahoo, and Atal Chaudhuri

Data Mining

An Improved and Intelligent Boolean Model for Scientific Text Information Retrieval ...... 465 Amarnath Pathak and Partha Pakray

Categorization of Bangla Web Text Documents Based on TF-IDF-ICF Text Analysis Scheme ...... 477 Ankita Dhar, Niladri Sekhar Dash, and Kaushik Roy

Load Balancing of Unbalanced Matrix Problem with More Machines ...... 485 Ranjan Kumar Mondal, Payel Ray, Enakshmi Nandi, Biswajit Biswas, Manas Kumar Sanyal, and Debabrata Sarddar

An HMM Based POS Tagger for POS Tagging of Code-Mixed Indian Social Media Text ...... 495 Partha Pakray, Goutam Majumder, and Amarnath Pathak Contents XXVII

Multistage Preprocessing Approach for Software Defect Data Prediction . . . . 505 Meetesh Nevendra and Pradeep Singh

Load Balancing with Inadequate Machines in Cloud Computing Networks...... 516 Payel Ray and Debabrata Sarddar

Improvement of Electronic Governance and Mobile Governance in Multilingual Countries with Digital Etymology Using Sanskrit Grammar ...... 523 Arijit Das and Diganta Saha

Security and Forensics

A Robust Video Steganographic Scheme Using Sudoku Puzzle for Secured Data Hiding ...... 533 Sunanda Jana, Arnab Kumar Maji, and Rajat Kumar Pal

Identifying Soft Biometric Traits Through Typing Pattern on Touchscreen Phone...... 546 Soumen Roy, Utpal Roy, and Devadatta Sinha

A Homomorphism Based Zero Knowledge Proof of Authentication for Chinese Remainder Theorem Based Secret Sharing ...... 562 Parthajit Roy

An Approach Towards Design and Analysis of a New Block Cipher Based Cryptographic System Using Modular Encryption and Decryption Technique (MEDT)...... 573 Debajyoti Guha, Rajdeep Chakraborty, and Jyotsna Kumar Mandal

Energy Efficient Secured Sharing of Intraoral Gingival Information in Digital Way (EESS-IGI)...... 584 Arindam Sarkar, Joydeep Dey, Anirban Bhowmik, Jyotsna Kumar Mandal, and Sunil Karforma

Digital Image Processing

A Novel Hierarchical Classification Scheme for Adaptive Quadtree Partitioning Based Fractal Image Coding ...... 603 Utpal Nandi and Jyotsna Kumar Mandal

Multi-dimensional Encryption and Decryption Model for Grayscale Images to Secure the Images in Public Cloud Storage...... 616 D. Boopathy and M. Sundaresan XXVIII Contents

Image Denoising Using Fractal Hierarchical Classification ...... 631 Swalpa Kumar Roy, Nilavra Bhattacharya, Bhabatosh Chanda, Bidyut B. Chaudhuri, and Soumitro Banerjee

Optimal Geometric Active Contours: Application to Human Brain Segmentation ...... 646 Ankur Biswas, Santi P. Maity, and Paritosh Bhattacharya

Computational Intelligence

Classification of Library Resources in Recommender System Using Machine Learning Techniques ...... 661 Snehalata B. Shirude and Satish R. Kolhe

Fog-Based Hierarchical Search Optimization ...... 674 Sudipta Sahana, Rajesh Bose, and Debabrata Sarddar

A Novel Approach for Product Prediction Using Artificial Neural Networks...... 682 Soma Bandyopadhyay, S. S. Thakur, and Jyotsna Kumar Mandal

PSO-GA Hybrid Approach in Image Encryption ...... 692 Subhajit Das, Satyendra Nath Mandal, and Manas Shynal

A Modified Real-Coded Extended Line Crossover for Genetic Algorithm . . . 702 Prabhash Kumar Singh

Interpretable Semantic Textual Similarity Using Lexical and Cosine Similarity ...... 717 Goutam Majumder, Partha Pakray, and David Eduardo Pinto Avendaño

Author Index ...... 733