Advances in Computational Intelligence: Proceedings of Second International Conference on Computational Intelligence 2018 PDF
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Advances in Intelligent Systems and Computing 988 Sudip Kumar Sahana Vandana Bhattacharjee Editors Advances in Computational Intelligence Proceedings of Second International Conference on Computational Intelligence 2018 Advances in Intelligent Systems and Computing Volume 988 Series Editor Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland Advisory Editors Nikhil R. Pal, Indian Statistical Institute, Kolkata, India Rafael Bello Perez, Faculty of Mathematics, Physics and Computing, Universidad Central de Las Villas, Santa Clara, Cuba Emilio S. Corchado, University of Salamanca, Salamanca, Spain Hani Hagras, Electronic Engineering, University of Essex, Colchester, UK László T. Kóczy, Department of Automation, Széchenyi István University, Gyor, Hungary Vladik Kreinovich, Department of Computer Science, University of Texas at El Paso, El Paso, TX, USA Chin-Teng Lin, Department of Electrical Engineering, National Chiao Tung University, Hsinchu, Taiwan Jie Lu, Faculty of Engineering and Information Technology, University of Technology Sydney, Sydney, NSW, Australia Patricia Melin, Graduate Program of Computer Science, Tijuana Institute of Technology, Tijuana, Mexico NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro, Rio de Janeiro, Brazil Ngoc Thanh Nguyen, Faculty of Computer Science and Management, Wrocław University of Technology, Wrocław, Poland Jun Wang, Department of Mechanical and Automation Engineering, The Chinese University of Hong Kong, Shatin, Hong Kong Theseries“AdvancesinIntelligentSystemsandComputing”containspublications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing.Virtuallyalldisciplinessuchasengineering,naturalsciences,computer and information science, ICT, economics, business, e-commerce, environment, healthcare,lifesciencearecovered.Thelistoftopicsspansalltheareasofmodern intelligentsystemsandcomputingsuchas:computationalintelligence,softcomput- ingincludingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusion of these paradigms, social intelligence, ambient intelligence, computational neuro- science, artificial life, virtual worlds and society, cognitive science and systems, Perception and Vision, DNA and immune based systems, self-organizing and adaptive systems, e-Learning and teaching, human-centered and human-centric computing, recommender systems, intelligent control, robotics and mechatronics including human-machine teaming, knowledge-based paradigms, learning para- digms,machineethics,intelligentdataanalysis,knowledgemanagement,intelligent agents, intelligent decision making and support, intelligent network security, trust management,interactiveentertainment,Webintelligenceandmultimedia. The publications within “Advances in Intelligent Systems and Computing” are primarily proceedings of important conferences, symposia and congresses. They cover significant 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-wide distribution. This permits a rapid and broad dissemination of research results. ** Indexing: The books of this series are submitted to ISI Proceedings, EI-Compendex, DBLP, SCOPUS, Google Scholar and Springerlink ** More information about this series at http://www.springer.com/series/11156 Sudip Kumar Sahana Vandana Bhattacharjee (cid:129) Editors Advances in Computational Intelligence Proceedings of Second International Conference on Computational Intelligence 2018 123 Editors SudipKumar Sahana VandanaBhattacharjee Department ofComputer Science Department ofComputer Science andEngineering andEngineering Birla Institute of Technology, Mesra Birla Institute of Technology, Mesra Ranchi, Jharkhand, India Ranchi, Jharkhand, India ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-981-13-8221-5 ISBN978-981-13-8222-2 (eBook) https://doi.org/10.1007/978-981-13-8222-2 ©SpringerNatureSingaporePteLtd.2020 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 authors or the editors give a warranty, expressed or implied, with respect to the material contained hereinorforanyerrorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregard tojurisdictionalclaimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface This book constitutes the proceedings of the Second International Conference on Computational Intelligence (ICCI 2018) held during December 10–11, 2018, at BirlaInstituteofTechnology,Mesra,Ranchi,India.ICCI2018wasaninternational gathering for the researchers working on all aspects of computational intelligence and provided a high-level academic forum for the participants to disseminate their newresearchfindingsintheemergingareasofresearch.Italsocreatedastimulating environment for the participants to interact and exchange information on future challenges and opportunities in the field of computational intelligence. The definition of computational intelligence was introduced by Bezdek (1994) as:asystemiscalledcomputationallyintelligentifitdealswithlow-leveldatasuch as numerical data, has a pattern-recognition component, and does not use knowl- edge in the artificial intelligence sense. Additionally, Bezdek and Marks (1993) clearly mentioned that computational intelligence should be based on soft com- puting methods. And the principal constituents of soft computing (SC) are fuzzy logic (FL), neural computing (NC), evolutionary computation (EC), machine learning(ML),andprobabilisticreasoning(PR).Inthisbook,wetargetedtocover the recent trends, developments, and future possibilities of these soft computing techniques. Additionally, we also cover the bio-inspired computing techniques, which have become widely popular in recent times, in this book. Computational intelligence has a rational theoretical part as well as an experi- mental wing. In this proceedings, we try to balance theory and experiments by selecting papers from both the new theoretical findings in different concepts of computationalintelligenceandtheapplicationpaperswhicharefullofexperiments for exploring new possibilities where the computational intelligence technique is superior. This book is divided into seven parts, namely Soft Computing, Evolutionary ComputingandBioInspiredAlgorithms,ImageProcessingandCognitionSystems, DataMining,IntelligentSystemsandModelling,InterdisciplinaryApplicationsand Other Applications of Computational Intelligence. v vi Preface ICCI 2018 received 86 submissions from different countries in the world. Each submissionwasreviewedbyatleasttworeviewers.Basedontherigorousreviews by the reviewers, 28 high-quality papers were selected for the publication with an acceptance rate of 32.55%. Ranchi, India Sudip Kumar Sahana Vandana Bhattacharjee Acknowledgements International Conference on Computational Intelligence (ICCI 2018) was a watershed event enriched with contributions from researchers all over the country andalsofromothercountries.Wewereprivilegedtoprovidethemwithaplatform toexpresstheirscientificintellect.ItwasthesecontributionsthatmadeICCIareally successful endeavor. We are grateful to every single author who sent their sub- missions to the conference. ICCI 2018 would definitely not have been possible without the constant and untiringeffortsofeverysinglepersonintheorganizingcommittee.Wearethankful to them for making the conference the success that it was. Our special gratitude is toward the wonderful members of the program com- mittee and reviewers who were our guiding light and led us in the right direction whenever we stood at crossroads during the organization of the conference. The highstandardsetbythepapersisareflectionoftheeffortsthathadbeenputbythe reviewers. We would also like to thank the members of the editorial board of Springer publicationsforgivingshapetotheseproceedingsandfructifyingtheeffortsputin by all involved in ICCI 2018. It is only through their zeal and encouragement that we have been able to assimilate these proceedings in a timely manner. ICCI 2018 expresses its sincere gratitude to one and all who contributed to making the event the grand success that it was. Dr. Sudip Kumar Sahana Dr. Vandana Bhattacharjee vii Contents Part I Soft Computing An Adaptive Neuro-Fuzzy Inference System-Based Intelligent Grid-Connected Photovoltaic Power Generation . . . . . . . . . . . . . . . . . . 3 Neeraj Priyadarshi, Farooque Azam, Amarjeet Kumar Sharma and Monika Vardia Efficient Energy Management in Hybrid Electric Vehicles Using DRBF Networks. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15 Ralli Sangno, Siba Prasada Panigrahi and Saurav Kumar Torque and Current Noise Reduction of BLDC Motor Using Fuzzy Logic Control Strategy. . . . . . . . . . . . . . . . . . . . . . . . . . . . 23 Goutam Goswami and P. R. Thakura Part II Evolutionary Computing and Bio Inspired Algorithms Bi-objective Optimization of a Reconfigurable Supply Chain Using a Self-organizing Migration Algorithm. . . . . . . . . . . . . . . . . . . . . 39 L. N. Pattanaik, Paras Agarwal, Saloni Ranjan and Urja Narayan Part III Image Processing and Cognition Systems Infected Area Segmentation and Severity Estimation of Grapevine Using Fuzzy Logic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 57 Reva Nagi and Sanjaya Shankar Tripathy Image Encryption Using Modified Rubik’s Cube Algorithm . . . . . . . . . 69 Rupesh Kumar Sinha, Iti Agrawal, Kritika Jain, Anushka Gupta and S. S. Sahu ix x Contents Part IV Data Mining Decision Support System for Business Intelligence Using Data Mining Techniques: A Case Study. . . . . . . . . . . . . . . . . . . . . . . . . . . . . 81 Pankaj Gupta and Bharat Bushan Sagar Target Marketing Using Feedback Mining. . . . . . . . . . . . . . . . . . . . . . . 95 Ritesh Kumar and Partha Sarathi Bishnu Part V Intelligent Systems and Modelling A Comparative Study Among Different Signaling Schemes of Optical Burst Switching (OBS) Network for Real-Time Multimedia Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 107 Manoj Kr. Dutta Performance Analysis of Deflection Routing and Segmentation Dropping Scheme in Optical Burst Switching (OBS) Network: A Simulation Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119 Manoj Kr. Dutta Secure Anti-Void Energy-Efficient Routing (SAVEER) Protocol for WSN-Based IoT Network. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129 Ayesha Tabassum, Sayema Sadaf, Ditipriya Sinha and Ayan Kumar Das MathematicalAnalysisofEffectivenessofSecurityPatchesinSecuring Wireless Sensor Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 143 Apeksha Prajapati A Novel Debugger for Windows-Based Applications . . . . . . . . . . . . . . . 157 J.AnirudhSharma,ParthaSarthyBanerjee,HritikaPanchratanandAyush Nudge-Based Hybrid Intelligent System for Influencing Buying Decision . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 165 Vivek Gupta and Sudip Kumar Sahana Reputation-Based Reinforcement Algorithm for Motivation in Crowdsourcing Platform . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 175 A. Vijayalakshmi and Chittaranjan Hota A Hardware-in-a-Loop Setup for Benchmarking Robot Controllers. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 187 Shiladitya Biswas, Arun Dayal Udai and Gaurav Kumar Assembling Multi-Robots Along a Boundary of a Region with Obstacles—A Performance Upgradation . . . . . . . . . . . . . . . . . . . . 201 Rahul Kumar Singh, Madhumita Sardar and Deepanwita Das
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