Innovations in Computational Intelligence : Best Selected Papers of the Third International Conference on REDSET 2016 PDF
Preview Innovations in Computational Intelligence : Best Selected Papers of the Third International Conference on REDSET 2016
Studies in Computational Intelligence 713 Brajendra Panda Sudeep Sharma Usha Batra Editors Innovations in Computational Intelligence Best Selected Papers of the Third International Conference on REDSET 2016 Studies in Computational Intelligence Volume 713 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland e-mail: [email protected] The series “Studies in Computational Intelligence” (SCI) publishes new develop- mentsandadvancesinthevariousareasofcomputationalintelligence—quicklyand with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the worldwide distribution, which enable both wide and rapid dissemination of research output. More information about this series at http://www.springer.com/series/7092 Brajendra Panda Sudeep Sharma (cid:129) Usha Batra Editors Innovations in Computational Intelligence Best Selected Papers of the Third International Conference on REDSET 2016 123 Editors Brajendra Panda Usha Batra Department ofComputer Scienceand Department ofComputer Science Computer Engineering Engineering, Schoolof Engineering University of Arkansas GDGoenka University Fayetteville, AR Gurgaon,Haryana USA India Sudeep Sharma Schoolof Engineering GDGoenka University Gurgaon,Haryana India ISSN 1860-949X ISSN 1860-9503 (electronic) Studies in Computational Intelligence ISBN978-981-10-4554-7 ISBN978-981-10-4555-4 (eBook) https://doi.org/10.1007/978-981-10-4555-4 LibraryofCongressControlNumber:2017946032 ©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 Computation leads the path toward a realm of creation and the product that is even- tually developed, which is a blend of intelligence, logic, and network. Many decades have been spent in developing the methods and tools of Computational Intelligence such as Artificial Neural Networks, Evolutionary Computation, Fuzzy Logic, Computational Swarm Intelligence, and Artificial Immune Systems. However, their applications are not disseminated as exhaustively as they could be. Computational intelligencecanbeusedtoprovidesolutionstomanyreal-lifeproblemswhichcouldbe translated into binary languages for computers to process it. These problems spread across different fields such as robotics, bioinformatics, computational biology, including gene expression, cancer classification, protein function prediction, which could be solved using techniques of computational intelligence involving applied mathematics, informatics statistics, computer science, artificial intelligence, cognitive informatics, connectionism, data mining, graphical methods, intelligent agents and intelligent systems, knowledge discovery in data (KDD), machine intelligence, machine learning, natural computing, parallel distributed processing, and pattern recognition. In recent times, it has become more important to study subjects in an interdisciplinarywayandprovidecomputationallyintelligentsolutionstoourscientific and engineering ideas. Promotion of this approach is rapidly picking up pace in developed countries where curriculum and research frameworks are designed around this theme and a lot of research has been going on in this field. Present conference, REDSET (Recent Developments in Science, Engineering and Technology—2016)inassociationwithSpringer,isourhumbleeffortinthisdirection. Promotion of inquiry-based education has been the core competence of the School of EngineeringatGDGoenkaUniversitysinceitsinceptionandpresentconferenceisyet another step forward. We aim to promote the interdisciplinary nature of scientific enquiry, which leads to engineering efforts to develop scientific and technologically innovative solutions to benefit society as a whole. We received more than 500 papers from 11 different counties including India, USA., Brunei Darussalam, Bangladesh, Canada, Japan, Nigeria, Gabon, Qatar, United Arab Emirates, and Saudi Arabia. After undergoing a rigorous peer-review v vi Preface process following international standards, the acceptance rate was 35%. Selection wasbaseduponoriginalityofidea,innovation,andrelevancetotheconferencetheme and relation to the latest trends in respective domains. The articles include various disciplines of physics, chemistry, mathematics, electronics and electrical engineering, mechanical,civilandenvironmentalengineering,andcomputerscienceandengineering. Thesepapersarefromscientists,practicingengineersaswellasyoungstudentsfrommore than105universitiesallovertheglobe.Wehopethattheideasandsubsequentdiscussions presentedintheconferencewillhelptheglobalscientificcommunitytodrivetowarda nationallyandgloballyresponsiblesociety.Wealsohopethatyoungmindswillderive inspirationfromtheireldersandcontributetowarddevelopingsustainablesolutionsforthe nationandtheworldasawhole. This conference proceeding volume contains the contributions presented during the3rdInternational Conference onRecentDevelopments inScience, Engineering and Technology (REDSET-16), which took place at the GD Goenka University campus on 21 and 22 October, 2016. We thank Springer for being our publication partner for this conference. This new book series on “Studies in Computational Intelligence”consistsof21contributedchaptersafterrigorousreviewbythesubject matter experts. Fayetteville, USA Brajendra Panda Gurgaon, India Sudeep Sharma Gurgaon, India Usha Batra Acknowledgements It is with distinct pleasure that we present to you this book titled Innovations in ComputationalIntelligencethatcrownedtheREDSET2016(RecentDevelopments in Science, Engineering and Technology) conference, which was held at the GD GoenkaUniversity,Sohna,Gurgaon,India,fromOctober21to22,2016.Thisbook containssome ofthe best papers presentedatthe REDSET 2016 and hadtheclear objectiveofmovingforwardInnovationsinComputationalIntelligencetothenext level. Given that people from every segment of our society, from academia to industry, fromgovernmenttogeneralpublic,areinundatedwithmassiveamountofinformation, whetheritcomesthroughwirednetworksorwireless,computersorhandhelddevices,it isvitalthatcomputationalmethodologiesaredevelopedtodissectallthatdata,filterout noise, and build knowledge thathelps in decision making. This aspect of computation has resulted in moving away from the old-fashioned data analysis and stimulated nature-inspired activities including learning, adapting, and evolving computational methodologies.Thus,ComputationalIntelligencehasassumedamajorroleinScience, Technology, Engineering, and Mathematics (STEM) research and is driving the future oftechnology.Itisourstrongbeliefthatthisfieldwillcontinuetomatureintoanarea thatiscriticaltotoday’shigh-technologyenvironmentandwillbecomeakeypillarof our information-dominated society. At REDSET 2016, we witnessed a highly enthusiastic group of researchers, developers, and practitioners from academiaand industry come together to present their research findings on various topics related to Computational Intelligence and its applications. From the glorious success of REDSET, it was evident that this budding conference is evolving into a leading conference in India where eminent researchers from around the world would converge to share their research results with the STEM community. The papers presented at the conference were of high qualitywithdiscernablescientificmeritsandsignificantresearchcontributions.For this book, we have picked some of best papers that were deemed visionary and cutting edge. vii viii Acknowledgements ComputationalIntelligenceisanareathatwillgainincreasingemphasisinthefuture. The papers presented in this book will provide a treasure trove to academicians, researchers,andinformationtechnologypractitionersintheirquestforscholarship.Thus, we hope the readers will find the book a valuable source of learning and reference for their ongoing and future research and development endeavors. TheglorioussuccessofREDSET2016becamepossiblebecauseofthepersistent efforts made by program chair, members-program chair, and entire organizing committee.Wewouldliketoexpresssinceregratitudefortheconstantsupportmade by GD Goenka University Management, hon’ble Vice-Chancellor Prof. (Dr.) DeependraKumarJha,RegistrarDr.NiteshBansal,andadministratorofGDGoenka education city Major Kartikey Sharma. A special thanks to University of Arkansas, for being associated and for participating in REDSET 2016. We wish to express our sincere appreciation to the members of the technical program committee and the reviewers who helped in the paper selection process. We also thank the authors for their contributions that made us assemble such an exceptional technical set of papers. Our heartiest and special thanks go to the editorial staff at Springer Ms. Suvira, Ms. Nidhi, and Mr. Praveen Kumar for their outstanding services and support. Contents Neoteric Iris Acclamation Subtlety . .... .... .... .... .... ..... .... 1 Zafar Sherin and Mehta Deepa Performance Comparison of Hampel and Median Filters in Removing Deep Brain Stimulation Artifact .... .... .... ..... .... 17 Manjeet Dagar, Nirbhay Mishra, Asha Rani, Shivangi Agarwal and Jyoti Yadav Review on Text Recognition in Natural Scene Images.. .... ..... .... 29 Deepti Kaushik and Vivek Singh Verma Novel Approach of Spoofing Attack in VANET Location Verification for Non-Line-of-Sight (NLOS)... .... .... .... ..... .... 45 Babangida Zubairu An Enhanced Method for Privacy-Preserving Data Publishing.... .... 61 Shivam Agarwal and Shelly Sachdeva Computational Algorithmic Procedure of Integrated Mixture Distribution Inventory Model with Errors in Inspection .... ..... .... 77 R. Uthayakumar and M. Ganesh Kumar Texture Analysis of Ultrasound Images of Liver Cirrhosis Through New Indexes... .... ..... .... .... .... .... .... ..... .... 93 Karan Aggarwal, Manjit Singh Bhamrah and Hardeep Singh Ryait Neoteric RA Approach for Optimization in ZRP.. .... .... ..... .... 103 Mehta Deepa, Kashyap Indu and Zafar Sherin Proposed Better Sequence Alignment for Identification of Organisms Using DNA Barcode . .... .... .... .... .... ..... .... 115 Sandeep Kaur, Sukhamrit Kaur and Sandeep K. Sood ix
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