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699 Pages·2018·19.601 MB·English
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Advances in Intelligent Systems and Computing 564 Khalid Saeed Nabendu Chaki Bibudhendu Pati Sambit Bakshi Editors Durga Prasad Mohapatra Progress in Advanced Computing and Intelligent Engineering Proceedings of ICACIE 2016, Volume 2 Advances in Intelligent Systems and Computing Volume 564 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] The series “Advances in Intelligent Systems and Computing” contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered.Thelistoftopicsspansalltheareasofmodernintelligentsystemsandcomputing. Thepublicationswithin“AdvancesinIntelligentSystemsandComputing”areprimarily textbooksandproceedingsofimportantconferences, symposiaandcongresses.Theycover significantrecentdevelopmentsinthefield,bothofafoundationalandapplicablecharacter. Animportantcharacteristicfeatureoftheseriesistheshortpublicationtimeandworld-wide distribution. Thispermitsarapid andbroaddissemination ofresearch results. Advisory Board Chairman Nikhil R. Pal,Indian Statistical Institute,Kolkata, India e-mail: [email protected] Members Rafael Bello Perez,UniversidadCentral “Marta Abreu”deLasVillas,Santa Clara, Cuba e-mail: [email protected] Emilio S.Corchado, University of Salamanca, Salamanca, Spain e-mail: [email protected] HaniHagras, University of Essex, Colchester, UK e-mail: [email protected] LászlóT. Kóczy, SzéchenyiIstván University, Győr,Hungary e-mail: [email protected] VladikKreinovich, University of Texasat ElPaso, ElPaso, USA e-mail: [email protected] Chin-Teng Lin, National ChiaoTung University,Hsinchu, Taiwan e-mail: [email protected] JieLu,University of Technology, Sydney,Australia e-mail: [email protected] Patricia Melin,Tijuana Institute of Technology,Tijuana, Mexico e-mail: [email protected] Nadia Nedjah,State University of RiodeJaneiro,RiodeJaneiro,Brazil e-mail: [email protected] Ngoc ThanhNguyen, Wroclaw University of Technology,Wroclaw,Poland e-mail: [email protected] JunWang, The ChineseUniversity of Hong Kong,Shatin,Hong Kong e-mail: [email protected] More information about this series at http://www.springer.com/series/11156 ⋅ Khalid Saeed Nabendu Chaki ⋅ Bibudhendu Pati Sambit Bakshi Durga Prasad Mohapatra Editors Progress in Advanced Computing and Intelligent Engineering Proceedings of ICACIE 2016, Volume 2 123 Editors KhalidSaeed Sambit Bakshi Faculty of Computer Science Department ofComputer Science Bialystok University of Technology andEngineering Białystok National Institute ofTechnology, Rourkela Poland Rourkela, Odisha India NabenduChaki Department ofComputer Science Durga PrasadMohapatra andEngineering Department ofComputer Science University of Calcutta andEngineering Kolkata National Institute ofTechnology, Rourkela India Rourkela, Odisha India Bibudhendu Pati C. V.RamanCollegeof Engineering Bhubaneswar, Odisha India ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-981-10-6874-4 ISBN978-981-10-6875-1 (eBook) https://doi.org/10.1007/978-981-10-6875-1 LibraryofCongressControlNumber:2017955277 ©SpringerNatureSingaporePteLtd.2018 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart 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 orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publicationdoesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfrom therelevantprotectivelawsandregulationsandthereforefreeforgeneraluse. 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 authorsortheeditorsgiveawarranty,expressorimplied,withrespecttothematerialcontainedhereinor for any errors or omissions that may have been made. The publisher remains neutral with regard to jurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. Printedonacid-freepaper ThisSpringerimprintispublishedbySpringerNature TheregisteredcompanyisSpringerNatureSingaporePteLtd. Theregisteredcompanyaddressis:152BeachRoad,#21-01/04GatewayEast,Singapore189721,Singapore Preface This volume contains the papers presented at International Conference on Advanced Computing and Intelligent Engineering (ICACIE 2016) that was held during December 23–25, 2016, at the C. V. Raman College of Engineering, Bhubaneswar, India (www.icacie.com). There were 638 submissions and each qualified submission was reviewed by a minimum of two Technical Program Committee members using the criteria of relevance, originality, technical quality, and presentation. The committee accepted and published in proceedings 136 full papers for oral presentation at the conference and the overall acceptance rate is 21.32%. ICACIE is an initiative focusing on research and applications on several topics of advanced computing and intelligent engineering. The focus was also to present state-of-the-art scientific results, disseminate modern technologies, and promote collaborative research in advanced computing and intelligent engineering. The accepted papers were chosen based on their research excellence, presenta- tion quality, novelty, and the state-of-the-art representation. Researchers presented theirworkandhadanexcellentopportunitytointeractwitheminentprofessorsand scholars in their area of research. All participants benefitted from discussions that facilitated the emergence of innovative ideas and approaches. Many distinguished professors, well-known scholars, industry leaders, and young researchers partici- pated in making ICACIE 2016 an immense success. We organized a special session named as Women in Engineering (WiE) on the topic “Empowerment of Women in the field of Engineering and Management” to encourageyoungwomeninthefieldofengineeringandmanagementtoparticipate in the discussion. We had also industry and academia panel discussion and we invited people from software industries like TCS and Infosys. We thank the Technical Program Committee members and all reviewers/ sub-reviewers for their timely and thorough participation in the reviewing process. We express our sincere gratitude to Shri Sanjib Kumar Rout, Chairman, C.V.RamanGroupofInstitutions,forallowingustoorganizeICACIE2016onthe campus. We also thank Prof. B. Bhattacharya, Principal, C. V. Raman College of Engineering, for his moral support. We thank Dr. Manmath Narayan Sahoo, NIT v vi Preface Rourkela,ProgramChair,forhisvaluableandtimelysupport.Weespeciallythank Dr.ChhabiRaniPanigrahi,C.V.RamanCollegeofEngineering,forhersupportin local arrangement to make ICACIE 2016 a grand success. We appreciate the time and efforts put in by the members of the local organizing team at C. V. Raman College of Engineering, Bhubaneswar, especially the student volunteers, adminis- trativestaff,accountsectionstaff,andhostelmanagementstaff,whodedicatedtheir time and efforts to ICACIE 2016. We thank Mr. Swagat Ranjan Sahoo for designing and maintaining ICACIE 2016 website. We are very grateful to all our sponsors, especially DRDO and other local supporters, for their generous support toward ICACIE 2016. Finally, we acknowledge the help of EasyChair in the submission, review, and proceedings creation processes. We are very pleased to express our sincere thanks to Springer, especially Mr. Anil Chandy, Mr. Harmen van Paradijs, Mr. Aninda Bose, and the editorial staff, for their support in publishing the proceedings of ICACIE 2016. Białystok, Poland Khalid Saeed Kolkata, India Nabendu Chaki Bhubaneswar, India Bibudhendu Pati Rourkela, India Sambit Bakshi Rourkela, India Durga Prasad Mohapatra Organizing Committee Advisory Board Laxmi Narayan Bhuyan, FIEEE, FACM, FAAAS, University of California, Riverside, USA Shyam Sundar Pattnaik, SMIEEE, FIETE, Biju Patnaik University of Technology, Odisha, India Israel Koren, FIEEE, University of Massachusetts, USA Katina Michael, SMIEEE, University of Wollongong, Australia L.M. Patnaik, FIEEE, FINSA, FIETE, FIE, Indian Institute of Science, India Rajib Mall, SMIEEE, Indian Institute of Technology Kharagpur, India Prasant Mohapatra, FIEEE, University of California, USA Abhay Bansal, SMIEEE, FIETE, FIET, Amity School of Engineering and Tech- nology, India Arun Somani, FIEEE, Iowa State University, USA Atulya Nagar, Liverpool Hope University, UK Brijesh Verma, SMIEEE, Central Queensland University, Australia Debajyoti Mukhopadhyay, SMIEEE, FIE, Maharashtra Institute of Technology, India George A. Tsihrintzis, University of Piraeus, Greece Hugo Proenca, SMIEEE, University of Beira Interior, Portugal Janusz Kacprzyk, FIEEE, Polish Academy of Sciences, Poland Kenji Suzuki, SMIEEE, The University of Chicago, USA Khalid Saeed, SMIEEE, AGH University of Science and Technology, Poland Klaus David, University of Kassel, Germany Gautam Das, FIEEE, University of Texas at Arlington, USA Ganapati Panda, SMIEEE, IIT Bhubaneswar, India Nabanita Das, SMIEEE, Indian Statistical Institute, Kolkata, India Rama Krishna Challa, SMIEEE, NITTTR, Chandigarh, India Biswanath Mukherjee, FIEEE, University of California, Davis, USA Subhankar Dhar, FIEEE, San Jose State University, USA vii viii OrganizingCommittee Ashutosh Dutta, SMIEEE, AT&T Lab, USA Kuan-Ching Li, FIET, SMIEEE, Providence University, Taiwan Maode Ma, FIET, SMIEEE, Nanyang Technological University, Singapore Massimo Tistarelli, FIAPR, SMIEEE, University of Sassari, Italy Mohammad S. Obaidat, FIEEE, Monmouth University, USA Sudip Misra, SMIEEE, Indian Institute of Technology Kharagpur, India Michele Nappi, University of Salerno, Italy Nishchal K. Verma, SMIEEE, Indian Institute of Technology Kanpur, India Ouri E. Wolfson, FIEEE, FACM, University of Illinois at Chicago, USA Pascal Lorenz, SMIEEE, FIARIA, University of Haute Alsace, France Pierre Borne, FIEEE, Central School of Lille, France Raj Jain, FIEEE, FACM, FAAAS, Washington University in St. Louis, USA Rajkumar Buyya, SMIEEE, LMACM, The University of Melbourne, Australia Raouf Boutaba, FIEEE, University of Waterloo, Canada Saman Halgamuge, SMIEEE, University of Melbourne, Australia Sansanee Auephanwiriyakul, SMIEEE, Chiang Mai University, Thailand SubhashSaini,TheNationalAeronauticsandSpaceAdministration(NASA),USA Arun Pujari, SMIEEE, Central University of Rajasthan, India Sudhir Dixit, FIEEE, HP Lab, USA Sanjay Mohapatra, Vice President, CSI, India Chief Patron Shri. Sanjib Kumar Rout, Chairman, C. V. Raman Group of Institutions, India Patron Smt. Shailja Rout, Managing Director, SSEPL Skills Pvt. Ltd, Odisha, India Honorary General Chairs Prasant Mohapatra, University of California, Davis, USA Rajib Mall, Indian Institute of Technology Kharagpur, India Sudip Misra, Indian Institute of Technology Kharagpur, India Steering Committee Kartik Chandra Patra, C. V. Raman College of Engineering, Odisha, India Bhabes Bhattacharya, C. V. Raman College of Engineering, Odisha, India Debdas Mishra, C. V. Raman College of Engineering, Odisha, India OrganizingCommittee ix General Chairs Bibudhendu Pati, C. V. Raman College of Engineering, Odisha, India Pankaj K. Sa, National Institute of Technology Rourkela, Odisha, India Organizing Chairs Chhabi Rani Panigrahi, C. V. Raman College of Engineering, Odisha, India Sambit Bakshi, National Institute of Technology Rourkela, Odisha, India Special Session Chairs Rachita Mishra, C. V. Raman College of Engineering, Odisha, India Brojo Kishore Mishra, C. V. Raman College of Engineering, Odisha, India Program Chairs ManmathNarayanSahoo,NationalInstituteofTechnologyRourkela,Odisha,India Subhas Chandra Misra, Indian Institute of Technology Kanpur, India Publication Chairs Sukant Kishoro Bisoy, C. V. Raman College of Engineering, Odisha, India Soubhagya S. Barpanda, C. V. Raman College of Engineering, Odisha, India Finance Chair Mohit Ranjan Panda, C. V. Raman College of Engineering, Odisha, India Website Chair Swagat Ranjan Sahoo, C. V. Raman College of Engineering, Odisha, India Registration Chair Priyadarshini Nayak, C. V. Raman College of Engineering, Odisha, India

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