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Advances in Intelligent Systems and Computing
Volume 562
Series editor
Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Polande-mail: [email protected]
About this Series
The series “Advances in Intelligent Systems and Computing” contains publications on theory,applications, and design methods of Intelligent Systems and Intelligent Computing. Virtuallyall disciplines such as engineering, natural sciences, computer and information science, ICT,economics, business, e-commerce, environment, healthcare, life science are covered. The listof topics spans all the areas of modern intelligent systems and computing.The publications within “Advances in Intelligent Systems and Computing” are primarily
textbooks and proceedings of important conferences, symposia and congresses. They coversignificant recent developments in the field, both of a foundational and applicable character.An important characteristic feature of the series is the short publication time and world-widedistribution. This permits a rapid and broad dissemination of research results.
Advisory Board
Chairman
Nikhil R. Pal, Indian Statistical Institute, Kolkata, Indiae-mail: [email protected]
Members
Rafael Bello Perez, Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cubae-mail: [email protected]
Emilio S. Corchado, University of Salamanca, Salamanca, Spaine-mail: [email protected]
Hani Hagras, University of Essex, Colchester, UKe-mail: [email protected]
László T. Kóczy, Széchenyi István University, Győr, Hungarye-mail: [email protected]
Vladik Kreinovich, University of Texas at El Paso, El Paso, USAe-mail: [email protected]
Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwane-mail: [email protected]
Jie Lu, University of Technology, Sydney, Australiae-mail: [email protected]
Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexicoe-mail: [email protected]
Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazile-mail: [email protected]
Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Polande-mail: [email protected]
Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Konge-mail: [email protected]
More information about this series at http://www.springer.com/series/11156
Ramesh K. Choudhary • Jyotsna Kumar MandalDhananjay BhattacharyyaEditors
Advanced Computingand CommunicationTechnologiesProceedings of the 10th ICACCT, 2016
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EditorsRamesh K. ChoudharyAsia Pacific Institute of InformationTechnology
Panipat, HaryanaIndia
Jyotsna Kumar MandalDepartment of Computer Scienceand Engineering
Faculty of Engineering, Technologyand Management
Kalyani UniversityKalyani, West BengalIndia
Dhananjay BhattacharyyaComputational Science DivisionSaha Institute of Nuclear PhysicsKolkata, West BengalIndia
ISSN 2194-5357 ISSN 2194-5365 (electronic)Advances in Intelligent Systems and ComputingISBN 978-981-10-4602-5 ISBN 978-981-10-4603-2 (eBook)https://doi.org/10.1007/978-981-10-4603-2
Library of Congress Control Number: 2017940607
© Springer Nature Singapore Pte Ltd. 2018This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or partof 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 transmissionor information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilarmethodology now known or hereafter developed.The use of general descriptive names, registered names, trademarks, service marks, etc. in thispublication does not imply, even in the absence of a specific statement, that such names are exempt fromthe 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 thisbook are believed to be true and accurate at the date of publication. Neither the publisher nor theauthors or the editors give a warranty, express or implied, with respect to the material contained herein orfor any errors or omissions that may have been made. The publisher remains neutral with regard tojurisdictional claims in published maps and institutional affiliations.
Printed on acid-free paper
This Springer imprint is published by Springer NatureThe registered company is Springer Nature Singapore Pte Ltd.The registered company address is: 152 Beach Road, #21-01/04GatewayEast, Singapore 189721, Singapore
Preface
This AISC volume contains selected papers presented at the 10th InternationalConference on Advanced Computing and Communication Technologies (10thICACCT 2016), technically sponsored by Institution of Electronics andTelecommunication Engineers (India), held during November 18–20, 2016 at AsiaPacific Institute of Information Technology, Panipat, India.
The technical program at 10th ICACCT 2016 featured inaugural addresses byProf. Lalit M. Patnaik, National Institute of Advanced Studies, IISc, Bangalore andMr. V. Ramagopal, Executive Director, Panipat Refinery and Petrochemicals, IndianOil Corporation Ltd., Panipat; followed by six contributed paper sessions; InvitedPaper Sessions and a valedictory session. The technical sessions were chaired byProf. J.K. Mandal, Kalyani University; Prof. Dhananjay Bhattacharyya, SahaInstitute of Nuclear Physics, Kolkata; Prof. Anu Mehra, AMITY University, Noida;Dr. Surya P. Singh, Indian Institute of Technology, Delhi; Mr. R. Ramamurthy,Dy. General Manager, Panipat Refinery and Petrochemicals, Indian Oil CorporationLtd., Panipat; and Prof. Pradosh K. Roy, Asia Pacific Institute of InformationTechnology, Panipat.
Out of the contributed papers, 150 papers were shortlisted for second and thirdrounds of review by the expert panel after content evaluation and anti-plagiarism checkusing Turnitin®. After a rigorous review process, the final selection of 31 papers,corresponding to an acceptance rate of 20% was determined by these evaluationprocess. The selected papers cover a wide range of topics spanning theory, systems,applications, and case studies that could provide insights for using and enhancingadvanced computing systems, communication technologies, services, and facilities.
A review of the state-of-the-art research work together with a discussion onCORDA as a computational model with reference to the problem of multi-robotarea coverage has been enlightened in the invited paper.
The development of computational intelligence, it may be recalled, was inspiredby observable and imitable aspects of intelligent activity of human being andnature. In the recent years, many hybrid techniques using the theories of compu-tational intelligence are being applied in many fields of engineering and have manyother practical implementations. Conforming to the theme of the conference, the
v
volume includes systems based on computational intelligence on data of variousnature, e.g., text mining, image thresholding and encryption, target coverage andlocalization in wireless sensor networks, dynamic facility layout, human activityrecognition, software defect prediction, interactive recommender system, genesmediating leukemia, and glaucoma diagnosis for retinal images. The other chaptersrelate to knowledge representation and deep learning, innovations in data encryp-tion, reliability in MANET, active filters, innovative antenna design, micro elec-tromechanical (MEM) systems design, quantum dot cellular automata, wave digitalfilters, heterogeneous distributed computing systems, big data analysis and aseminal paper on statistical machine translation of Bodo language.
We would like to thank members of the advisory and the program committee,especially Prof. Nikhil Ranjan Pal, Indian Statistical Institute, Calcutta; Prof. SubirSarkar, Jadavpur University, Calcutta; Prof. Partha P. Bhattacharya, ModyUniversity, Sikar, Rajasthan; Prof. AlokK. Rastogi, Institute for Excellence in HigherEducation, Bhopal; Prof. Siddhartha Bhattacharya, RCC Institute of InformationTechnology, Calcutta; Prof. Bijay Baran Pal, University of Kalyani, West Bengal;Prof. R.R.K. Sharma, Indian Institute of Technology,Kanpur; Prof. SarmisthaNeogy,Jadavpur University, Calcutta; Dr. Nitin Auluck, IIT Ropar, Rupnagar; Dr. SuryaPrakash Singh, Indian Institute of Technology, Delhi; Dr. Srabani Mukhopadhyaya,BIT Mesra Kolkata Extension Centre, Calcutta; Dr. Mahavir Jhawar, AshokaUniversity, Sonepat, Haryana; Dr. Tandra Pal, National Institute of Technology,Durgapur; Prof. Atul Sharma, Thapar University, Patiala; Prof. Moirangthem MarjitSingh, Northeast Regional Institute of Science and Technology, Itanagar, ArunachalPradesh, for their enormous contributions towards the success of this conference. Theauthors of all contributed papers, the session chairs, and the session coordinatorsdeserve our special thanks. We are thankful to the authors of the selected papers forsuitably incorporating the modifications suggested by the reviewers and the sessionchairs in the scheduled time frame.
Acceptance of the proposal submitted to Springer Science+Business MediaSingapore Pte. Ltd. for publication of the proceedings is gratefully acknowledged.We are grateful to the Institution of Electronics and Telecommunication Engineers(India) for technically sponsoring the conference. We are indebted to Mr. AnindaBose, Senior Editor, Springer India Pvt. Ltd., New Delhi, for his valuable advice onsimilarity index and the review process. Financial support from Panipat Refineryand Petrochemicals, IOCL, India, in organizing the conference is gratefullyacknowledged.
The Organizing Committee patronized by the Managing Committee ofAPIIT SD India, viz., Mr. Vinod Gupta, Chairman; Mr. Umesh Aggarwal, ViceChairman; and Mr. Shrawan Mittal, Auditor; supervised by Prof. VirendraK. Srivastava and the Convener, Prof. Sachin Jasuja did a wonderful job in coor-dinating various activities.
It is our duty to acknowledge the inspiring guidance of Conference GeneralChair, Prof. Lalit M. Patnaik, Adjunct Professor, National Institute of AdvancedStudies, Indian Institute of Science, Bangalore, India, in maintaining the highstandards of the conference.
vi Preface
We would also like to thank the student volunteers for their unforgettable,tireless, and diligent efforts.
We hope the proceedings will inspire more research in computation, commu-nication technologies particularly in computational intelligence and metaheuristicalgorithms, in the near future.
Panipat, India Ramesh K. ChoudharyKalyani, India Jyotsna Kumar MandalKolkata, India Dhananjay BhattacharyyaDecember 2016
Preface vii
Conference Organization
Conference General Chair
Lalit M. Patnaik,INSA Senior Scientist and Adjunct Professor, Consciousness Studies Program,National Institute of Advanced Studies, IISc Campus, Bangalore, 560012 India
Advisory Committee
Nikhil Ranjan Pal, Indian Statistical Institute, Calcutta, IndiaPradeep K. Sinha, International Institute of Information Technology, Naya Raipur,IndiaSmt. Smriti Dagur, Institution of Electronics and Telecommunication Engineers,New Delhi, IndiaSubir Sarkar, Jadavpur University, Calcutta, IndiaH.A. Nagarajaram, Centre of Computational Biology, CDFD Hyderabad, IndiaN. Seetharamakrishna, Intel India Pvt. Ltd. Bangalore, IndiaP.N. Vinaychandran, Indian Institute of Science, Bangalore, IndiaAnthony Atkins, Staffordshire University, UKAdrian Low, Staffordshire University, UKSubhansu Bandopadhyay, University of Calcutta, Calcutta, IndiaKTV Reddy, Institution of Electronics and Telecommunication Engineers, IndiaRaees Ahmed Khan, B.R. Ambedkar University, Lucknow, IndiaManish Bali, NVIDIA Graphics Pvt. Ltd., Bangalore, IndiaCai Wen, Guandong University of Technology, ChinaYang Chunyan, Chinese Association of AI, ChinaLi Xingsen, Nigbo Institute of Technology, ChinaAdrian Olaru, University Politechnica of Baucharest, RomaniaNicole Pop, UniversitateaTehnica, Romania
ix
Luige Vladareanu, Romanian Academy, Institute of Solid Mechanics, RomaniaAndy Seddon, APIIT Malaysia, Kuala Lumpur, MalaysiaS. Venkatraman, University of Ballarat, AustraliaYashwant K. Malaiya, Colarado State University, USAAjay Kumar, Purnima University, Jaipur, IndiaB.S. Bodla, IMS, Kurukshetra University, IndiaDinesh Khanduja, National Institute of Technology, Kurukshetra, IndiaRachit Garg, Lovely Professional University, Phagwara, IndiaSawtantar Singh, B.M. Singh College of Engineering, Muktsar, Punjab, IndiaEkta Walia, South Asian University, New Delhi, IndiaE.G. Rajan, Pentagram Research Centre, Hyderabad, IndiaPradosh K. Roy, Asia Pacific Institute of Information Technology, Panipat, India
Editorial Board
Ramesh K. Choudhary, Asia Pacific Institute of Information Technology, Panipat,IndiaJyotsna K. Mandal, University of Kalyani, Kalyani, IndiaDhananjay Bhattacharyya, Saha Institute of Nuclear Physics, Department ofAtomic Energy, Calcutta, India
Technical Program Committee
A. Mondal, Burdwan University, Burdwan, IndiaA.K. Bhattacharya, National Institute of Technology, DurgapurA.K. Mittal, NetajiSubhas Institute of Technology, Delhi, IndiaAjanta Das, BIT Mesra Kolkata Extension Centre, Kolkata, IndiaAkhilesh Swaroop, National Institute of Technology, Kurukshetra, IndiaAkhilesh Tiwari, Madhav Institute of Technology and Science, Gwalior, IndiaAkhilesh Upadhyay, Sagar Institute of Research, Technology and Science, BhopalAlamgir Hossain, University of Northumbria at Newcastle, UKAlok K. Rastogi, Institute for Excellence in Higher Education, Bhopal, IndiaAmbar Dutta, BIT Mesra Kolkata Extension Centre, Kolkata, IndiaAnimesh Ray, Keck Graduate Institute, California, USAnirban Mukhopadhyay, Kalyani University, Kalyani, IndiaB.K. Tripathy, Vellore Institute of Technology, Vellore, IndiaB. Basu, OPSIS System, Sector V, Salt Lake, Kolkata, IndiaB.B. Goyal, University Business School, Punjab University, Chandigarh, IndiaB.K. Dey, Tripura University, Agartala, IndiaBalaram Bhattacharya, VishvaBharati, Shantiniketan, India
x Conference Organization
Bijay Baran Pal, Kalyani University, Kalyani, IndiaBrahmjeet Singh, National Institute of Technology, Kurukshetra, IndiaC. Rosen, University of Derby, Derby, UKChandreyee Chowdhury, Jadavpur University, Calcutta, IndiaCheki Dorji, Royal University of Bhutan, BhutanChowdhury Mofizur Rahman, United International University, DhakaD.K. Pratihar, Indian Institute of Technology, Kharagpur, IndiaD. Garg, Thapar University, Patiala, IndiaD.D. Sinha, University of Kolkata, Kolkata, IndiaDebasish Jana, TEOCO Software Pvt. Limited, Kolkata, IndiaDeepanwita Das, National Institute of Technology, Durgapur, IndiaDhananjay Kulkarni, APIIT, Sri LankaIngrid Rugge, University of Bremen, GermanyJ.P. Choudhury, Kalyani Government Engineering College, IndiaJaya Sil, Indian Institute of Engineering Science and Technology, Shibpur, IndiaJustin Champion, Staffordshire University, UKK. Dasgupta, Kalyani Government Engineering College, IndiaK.R. Parpasani, M.A. National Institute of Technology, Bhopal, IndiaKalyani Mali, University of Kalyani, Kalyani, IndiaKanwalvir Singh Dhindsa, B.B.S.B. Engineering College, Punjab, IndiaKrishnendu Mukhopadhyay, Indian Statistical Institute, Calcutta, IndiaM. Sandirigam, University of Peradeniya, Peradeniya, Sri LankaM.K. Bhowmik, Tripura University, Agartala, IndiaM.K. Naskar, Jadavpur University, Kolkata, IndiaMahavir Jhawar, Ashoka University, Murthal, IndiaMatteo Savino, University of Sannio, ItalyMd.U. Bokhari, Aligarh Muslim University, Aligarh, IndiaMeenakshi D’Souza, Indian Institute of Information Technology, Bangalore, IndiaN.R. Manna, North Bengal University, Siliguri, IndiaNitin Auluck, Indian Institute of Technology Ropar, Rupnagar, IndiaP. Jha, Indian School of Mines, Dhanbad, IndiaP.K. Jana, North Bengal University, Siliguri, IndiaP.P. Sarkar, Purbanchal University, Koshi, NepalParamartha Dutta, Visvabharati University, Shantiniketan, IndiaPartha P. Bhattcharya, Mody University, Sikar, IndiaPartha S. Mandal, Indian Institute of Technology, Guwahati, IndiaPitipong Yodmongkon, Chiang Mai University, ThailandR.K. Jena, Institute of Management Technology, Nagpur, IndiaR.K. Samanta, North Bengal University, Siliguri, IndiaRajendra Sahu, IIIT, Hyderabad, IndiaRajib K. Das, University of Calcutta, Kolkata, IndiaRameshwar Rijal, Kantipur Engineering College, NepalRohit Kamal Chatterjee, BITMesra, Kolkata Extension Centre, Kolkata, IndiaS. Dutta, B.C. Roy Engineering College, Durgapur, IndiaS. Mal, Kalyani Government Engineering College, India
Conference Organization xi
S. Mukherjee, Burdwan University, Burdwan, IndiaS. Muttoo, Delhi University, Delhi, IndiaS. Shakya, Tribhuvan University, NepalS.K. Mondal, Kalyani Government Engineering College, IndiaSarmishtha Neogy, Jadavpur University, Kolkata, IndiaSergei Silvestrov, Mälardalen University, SwedenShankar Duraikannan, APIIT Kualalumpur, MalaysiaShuang Cang, Bournemouth University, UKSiddhartha Bhattachryya, RCC Institute of Information Technology, Calcutta, IndiaSrabani Mukhopadhyaya, BIT Kolkata Campus, Kolkata, IndiaSubhamoy Changder, National Institute of Technology, Durgapur, IndiaSudip Roy, Shell Technology Centre, Bangalore, IndiaSurya P. Singh, Indian Institute of Technology, New Delhi, IndiaSzabo Zoltan, Corvinus University of Budapest, HungaryTandra Pal, National Institute of Technology, Durgapur, IndiaTeresa Goncalves, Universidade de Évora, PortugalTrupti R. Lenka, National Institute of Technology, Silchar, IndiaUjjal Maulik, Jadavpur University, Calcutta, IndiaUtpal Sharma, Tezpur University, Tezpur, IndiaVinay G. Vaidya, KPIT Technologies Ltd., Pune, IndiaVirendra K. Srivastava, Asia Pacific Institute of Information Technology, Panipat,IndiaYacine Ouzrout, Université Lumiere Lyon2, France
Reviewers
Ajanta Das, BIT Mesra Kolkata Extension Centre, Kolkata, IndiaAkash K. Tayal, I G Delhi Technical University for Women, New Delhi, IndiaAlok K. Rastogi, Institute for Excellence in Higher Education, Bhopal, IndiaAmbar Dutta, BIT Mesra Kolkata Extension Centre, Kolkata, IndiaAnimesh Ray, Keck Graduate Institute, California, USB.K. Tripathy, Vellore Institute of Technology, Vellore, IndiaBijay Baran Pal, University of Kalyani, Kalyani, IndiaChandreyee Chowdhury, Jadavpur University, Calcutta, IndiaD.K. Pratihar, Indian Institute of Technology, Kharagpur, IndiaDebasish Jana, TEOCO Software Pvt. Limited, Kolkata, IndiaDeepanwita Das, National Institute of Technology, Durgapur, IndiaDhananjay Bhattacharyya, Saha Institute of Nuclear Physics, Calcutta, IndiaHimadri Sekhar Dutta, Kalyani Government Engineering College, Kalyani, IndiaJustin Champion, Staffordshire University, UKJyotsna K. Mandal, University of Kalyani, Kalyani, IndiaKrishnendu Mukhopadhyaya, Indian Statistical Institute, Calcutta, India
xii Conference Organization
Madhurima Chattopadhyay, Heritage Institute of Technology, Calcutta, IndiaMahavir Jhawar, Ashoka University, Sonepat, IndiaNitin Auluck, Indian Institute of Technology Ropar, Rupnagar, IndiaParamartha Dutta, Visvabharati University; Shantiniketan, IndiaPartha P. Bhattcharya, College of Engineering and Technology, Mody University,Sikar, IndiaPartha Sarathi Mandal, Indian Institute of Technology, Guwahati, IndiaPradosh K. Roy, Asia Pacific Institute of Information Technology, Panipat, IndiaR.K. Amit, Indian Institute of Technology, Madras, IndiaR.R.K. Sharma, Indian Institute of Technology, Kanpur, IndiaRajib K. Das, University of Calcutta, Kolkata, IndiaRohit Kamal Chatterjee, BIT Mesra Kolkata Extension Centre, Kolkata, IndiaSarbani Roy, Jadavpur University, Calcutta, IndiaSarmishtha Neogy, Jadavpur University, Calcutta, IndiaSiddhartha Bhattachryya, RCC Institute of Information Technology, Calcutta, IndiaSomnath Mukherjee, Calcutta Business School, Calcutta, IndiaSrabani Mukhopadhyaya, BIT Mesra Kolkata Extension Centre, Calcutta, IndiaSubhamoy Changder, National Institute of Technology, Durgapur, IndiaSubho Chaudhuri, BIT Mesra Kolkata Extension Centre, Kolkata, IndiaSubir Sarkar, Jadavpur University, Calcutta, IndiaSumer Singh, Indian Institute of Technology, Delhi, IndiaSunandan Sen, University of Calcutta, IndiaSurya P. Singh, Indian Institute of Technology, New Delhi, IndiaTandra Pal, National Institute of Technology, Durgapur, IndiaUjjal Maulik, Jadavpur University, Calcutta, IndiaUtpal Biswas, Kalyani University, Kalyani, IndiaUtpal Sharma, Tezpur University, Tezpur
Conference Organization xiii
Organizing Committee
Patrons
Vinod GuptaChairman, Asia Pacific Institute of Information Technology, Panipat
Umesh AggarwalVice Chairman, Asia Pacific Institute of Information Technology, Panipat
Shrawan MittalAiditor, Asia Pacific Institute of Information Technology, Panipat
ConvenerSachin Jasuja, Department of Mechatronics and EE Engineering, APIIT, Panipat
Session CoordinatorsArun K. Choudhary, Department of Computer Science and Engineering, APIIT,PanipatGeeta Nagpal, Department of Computer Science and Engineering, APIIT, PanipatGaurav Gambhir, Department of Computer Science and Engineering, APIIT,PanipatShipra Chaudhuri, Department of Management, APIIT, PanipatPradeep Singla, Department of Electronics Engineering, APIIT, PanipatMahima Goel, Department of Electronics Engineering, APIIT, PanipatParveen Kumar, Sanjeev Sharma (Technical Support)
Sponsorship and FinanceShipra Chaudhuri, Department of Management, APIIT, PanipatSanjeev Jawa, Department of Finance and Accounting, APIIT, Panipat
Website ManagementSachin Jain, Multi Media Management Unit, APIIT, Panipat
RegistrationRajesh Tiwari, Department of Management, APIIT, PanipatVirender Mehla, Department of Electronics Engineering, APIIT, Panipat
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Geetanjali, Librarian, APIIT, PanipatPriyanka Sachdeva, Department of Computer Science and Engineering, APIIT,Panipat
Hospitality, Transport, AccommodationPardeep Singla, Department of Electronics Engineering, APIIT, PanipatAfzal Khan, Administrative Officer, APIIT, Panipat
Inventory in ChargeArun Choudhary, Department of Computer Science and Engineering, APIIT,PanipatRajesh Tiwari, Department of Management, APIIT, PanipatRajender Khurana, Material Management Unit, APIIT, Panipat
xvi Organizing Committee
Message from the General Chair
The 10th International Conference on Advanced Computing and CommunicationTechnologies (10th ICACCT 2016) organized by the Asia Pacific Institute ofInformation Technology (APIIT) at Panipat during November 18–20, 2016 wasprimarily aimed at promoting early research on a wide range of topics in computingsystems, communication technologies, and facilities. Theories of computationalintelligence, it may be recalled, are being applied in many fields of science andengineering and have many other practical implementations. Therefore, the con-ference also aimed to enable collaborative efforts among researchers with differentexpertise and backgrounds.
The accepted papers were subjected to pre- and post-presentation plagiarismcheck and technical review. To ensure that the similarity percentage is consistentlymaintained within permissible limits, final versions of papers to appear in theproceedings volume were again subjected to similarity index check by Springerindependently.
The Editorial Board, Advisory and Program Committee members, reviewers,invited speakers, session chairs, session coordinators, and student volunteers havedone their jobs excellently towards the success of the technical program.As General Chair of Conference, I convey my profuse thanks to Prof. Virendra K.Srivastava for providing all the excellent support from the APIIT SD IndiaManagement, which has been very generous in strongly encouraging thisConference. I would like to thank Prof. Nikhil R. Pal, Indian Statistical Institute,Calcutta; Prof. Jyotsna K. Mandal, Kalyani University; Prof. DhananjayBhattacharyya, Saha Institute of Nuclear Physics; Prof. Subir Sarkar, JadavpurUniversity; Prof. Partha P. Bhattacharya, Mody University, Sikar; Prof. Alok K.Rastogi, Institute for Excellence in Higher Education, Bhopal; Dr. SrabaniMukhopadhyay, BIT Mesra, Kolkata Extension Centre; Prof. Sarmistha Neogy,Jadavpur University; Prof. Siddhartha Bhattacharya, RCC Institute of InformationTechnology, Calcutta; Dr. Nitin Auluck, IIT Ropar, Rupnagar; Dr. Surya P. Singh,IIT Delhi; Prof. Atul Sharma, Thapar University, Patiala; Prof. Marjit M. Singh,NERIST, Itanagar for their valuable time and efforts in organizing the conference
xvii
successfully. Finally, my special appreciation goes to Mr. Aninda Bose, SeniorEditor, Springer India Pvt. Ltd., New Delhi for his advice.
We are grateful to the Institution of Electronics and TelecommunicationEngineers for being the technical sponsors and Panipat Refinery andPetrochemicals, Indian Oil Corporation Ltd., Panipat, for partial financial support.
I am sure this volume will be indispensable for the researchers engaged incomputing and communication technologies.
Bangalore, India Lalit M. PatnaikDecember 2016 INSA Senior Scientist and Adjunct Professor
Conference General Chair, 10th ICACCT 2016Consciousness Studies Program
www.lmpatnaik.in
xviii Message from the General Chair
Contents
Part I Advanced Computing: Computational Intelligence
Suitability of CORDA Model for Area Coverage Problem . . . . . . . . . . . 3Deepanwita Das and Srabani Mukhopadhyaya
A Hybrid of Fireworks and Harmony Search Algorithmfor Multilevel Image Thresholding. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 11Shivali, Lalit Maurya, Ekta Sharma, Prasant Mahapatraand Amit Doegar
Performance Evaluation of New Text Mining Method Basedon GA and K-Means Clustering Algorithm . . . . . . . . . . . . . . . . . . . . . . . . 23Neha Garg and R.K. Gupta
Modeling Stochastic Dynamic Facility Layout Using HybridFireworks Algorithm and Chaotic Simulated Annealing: A Caseof Indian Garment Industry . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31Akash Tayal and Surya Prakash Singh
Transition-Aware Human Activity Recognition Using eXtremeGradient Boosted Decision Trees . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41Kunal Gusain, Aditya Gupta and Bhavya Popli
Software Defect Prediction: A Comparison Between ArtificialNeural Network and Support Vector Machine . . . . . . . . . . . . . . . . . . . . . 51Ishani Arora and Anju Saha
Random Selection of Crossover Operation with Mutationfor Image Encryption––A New Approach . . . . . . . . . . . . . . . . . . . . . . . . . 63Jalesh Kumar and S. Nirmala
User-Interactive Recommender System for Electronic Products UsingFuzzy Numbers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73Shalini Sharma, C. Rama Krishna, Shano Solanki, Khushleen Kaurand Sharandeep Kaur
xix
Selection of Genes Mediating Human Leukemia, UsingBoltzmann Machine . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 83Sougata Sheet, Anupam Ghosh and Sudhindu Bikash Mandal
Survey of Classification Approaches for Glaucoma Diagnosisfrom Retinal Images . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91Niharika Thakur and Mamta Juneja
Discovering Optimal Patterns for Forensic Pattern Warehouse . . . . . . . 101Vishakha Agarwal, Akhilesh Tiwari, R.K. Gupta and Uday Pratap Singh
Part II Advanced Computing: Distributed Computing
Comparative Study of Scheduling Algorithms in HeterogeneousDistributed Computing Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 111Mamta Padole and Ankit Shah
Part III Advanced Computing: Knowledge Representation
Knowledge Reasoning for Decision Support (KRDS) in HealthcareEnvironment . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 125Nawaf Alharbe, Lizong Zhang and Anthony S. Atkins
Object Detection from Video Sequences Using Deep Learning:An Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 137Dweepna Garg and Ketan Kotecha
A Framework for Improved Cooperative Learning Algorithmswith Expertness (ICLAE) . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 149Deepak A. Vidhate and Parag Kulkarni
Part IV Advanced Computing: Data Encryption
Bicubic Interpolation Based Audio Authentication (BIAA) . . . . . . . . . . . 163Uttam Kr. Mondal and Jyotsna Kumar Mandal
Hierarchical Metadata-Based Secure Data Retrieval Techniquefor Healthcare Application . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175Sayantani Saha, Priyanka Saha and Sarmistha Neogy
Intelligent Multiple Watermarking Schemes for the Authenticationand Tamper Recovery of Information in Document Image . . . . . . . . . . . 183K.R. Chetan and S. Nirmala
Part V Advanced Computing: Big Data
Research of Access Optimization of Small Files on Basis of B + Treeon Hadoop . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197Yan Wang, YuQiang Li, YuWen Li, Yilong Shi and Weiwei Li
xx Contents
Part VI Advanced Computing: Machine Translation
English to Bodo Phrase-Based Statistical Machine Translation . . . . . . . . 207Md. Saiful Islam and Bipul Syam Purkayastha
Part VII Advanced Computing: Case Study
Modelling Sustainable Procurement: A Case of IndianManufacturing Firm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 221Harpreet Kaur and Surya Prakash Singh
Part VIII Advanced Computing: Miscellaneous—Social Networks
Key Author Analysis in Research Professionals’ CollaborationNetwork Based on Collaborative Index . . . . . . . . . . . . . . . . . . . . . . . . . . . 233Anand Bihari and Sudhakar Tripathi
Part IX Communication Technologies
Localization in Wireless Sensor Networks Using Invasive WeedOptimization Based on Fuzzy Logic System . . . . . . . . . . . . . . . . . . . . . . . 245Gaurav Sharma, Ashok Kumar, Prabhleen Singhand Mohammad Jibran Hafeez
Genetic Algorithm-Based Heuristic for Solving Target CoverageProblem in Wireless Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . 257Manju, Deepti Singh, Satish Chand and Bijendra Kumar
Target Coverage Heuristics in Wireless Sensor Networks . . . . . . . . . . . . 265Manju, Deepti Singh, Satish Chand and Bijendra Kumar
Effect of Black Hole Attack on MANET Reliability in DSR RoutingProtocol . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275Moirangthem Marjit Singh and Jyotsna Kumar Mandal
Part X Microelectronics and Antenna Design
Noise Performance and Design Optimization of a PiezoresistiveMEMS Accelerometer Used in a Strapdown Medical DiagnosticSystem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 287Sonali Biswas and Anup Kumar Gogoi
Current Mode Universal Filter Realization Employing CCIIIand OTA-A Minimal Realization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 297Tajinder Singh Arora
On the Design of Hexagon-Slotted Circular Fractal Antennafor C Band Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307Harpreet Kaur and Jagtar Singh
Contents xxi
An Efficient Single-Layer Crossing Based 4-Bit Shift RegisterUsing QCA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 315Trailokya Nath Sasamal, Ashutosh Kumar Singh and Umesh Ghanekar
Wave Digital Realization of Current Conveyor Family . . . . . . . . . . . . . . 327Richa Barsainya, Tarun Kumar Rawat and Rachit Mahendra
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335
xxii Contents
About the Editors
Ramesh K. Choudhary, former Director, Asia Pacific Institute of InformationTechnology, Panipat, obtained Ph.D. from VMU, Salem, has co-authored ‘Testing ofFault Tolerance Techniques’ published by Lambert Academic Publishing, Germany.He was the Indian Coordinator, Featured EUrope and South Asia MObility Network(FUSION), an ERUSMUSMUNDUS (EU) project to foster partnerships of emergingAsian countries with the EU countries reinforcing the existing collaborationsdeveloped through the EU funded projects. He had also significantly contributed tothe EU-ASIA mutual recognition of studies in engineering, management, andinformatics. He is Fellow of Institution of Engineers (India), IETE, and Members ofIEEE, ACM, and Chinese Association for Artificial Intelligence.
Jyotsna Kumar Mandal, former Dean, Faculty of Engineering, Technology andManagement, is Senior Professor, Department of Computer Science andEngineering, University of Kalyani, India. He has obtained Ph.D. (Engg.) fromJadavpur University. Professor Mandal has co-authored six books, viz.,Algorithmic Design of Compression Schemes and Correction Techniques—APractical Approach; Symmetric Encryption—Algorithm, Analysis andApplications: Low Cost-based Security; Steganographic Techniques andApplication in Document Authentication—An Algorithmic Approach;Optimization-based Filtering of Random Valued Impulses—An AlgorithmicApproach; and Artificial Neural Network Guided Secured CommunicationTechniques: A Practical Approach; all published by Lambert Academic Publishing,Germany. He has authored more than 350 papers on a wide range of topics ininternational journals and proceedings. His profile is included in the 31st edition ofMarque’s World Who’s Who published in 2013. His areas of research includecoding theory, data and network security, remote sensing and GIS-based applica-tions, data compression, error correction, visual cryptography and steganography,distributed and shared memory parallel programming. He is Fellow of Institution ofElectronics and Telecommunication Engineers, and Members of IEEE, ACM, andComputer Society of India.
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Dhananjay Bhattacharyya , Head of Computer Sciences Division, Saha Instituteof Nuclear Physics, Calcutta, India, obtained Ph.D. from Indian Institute of Science,Bangalore, and is a postdoctoral fellow from National Institutes of Health,Bethseda, Maryland, USA. Dr. Bhattacharyya’s research interest is in understand-ing structure–function relationship of biological macromolecules, particularlynucleic acids. In this context, he utilizes available crystallographic data to carry outmolecular dynamics simulation and ab initio quantum chemical calculations tounderstand structural stabilization of nucleic acid bases and recognition of nucleicacid by other ligands. In order to understand different structural features of nucleicacids, the CS division at Saha Institute of Nuclear Physics has developed fewsoftware tools under his guidance, such as NUPARM, BPFIND, PyrHB Find, etc.Using some of these tools, the CS division has classified structures of differentnon-canonical base pairs appearing in RNA crystal structures. Dr. Bhattacharyyahas successfully guided several doctoral candidates on computational biology andbioinformatics.
xxiv About the Editors
