Advances in Intelligent Systems and Computing 846 M. Arun Bhaskar  Subhransu Sekhar Dash  Swagatam Das · Bijaya Ketan Panigrahi Editors International Conference on Intelligent Computing and Applications Proceedings of ICICA 2018 Advances in Intelligent Systems and Computing Volume 846 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,lifesciencearecovered.Thelistoftopicsspansallthe areasofmodernintelligentsystemsandcomputingsuchas:computationalintelligence,softcomputing includingneuralnetworks,fuzzysystems,evolutionarycomputingandthefusionoftheseparadigms, social intelligence, ambient intelligence, computational neuroscience, 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 paradigms,machineethics,intelligent data analysis, knowledge management, intelligent agents, intelligent decision making and support, intelligentnetworksecurity,trustmanagement,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 researchresults. AdvisoryBoard Chairman NikhilR.Pal,IndianStatisticalInstitute,Kolkata,India e-mail:[email protected] Members RafaelBelloPerez,UniversidadCentral“MartaAbreu”deLasVillas,SantaClara,Cuba e-mail:[email protected] EmilioS.Corchado,UniversityofSalamanca,Salamanca,Spain e-mail:[email protected] HaniHagras,UniversityofEssex,Colchester,UK e-mail:[email protected] LászlóT.Kóczy,SzéchenyiIstvánUniversity,Győr,Hungary e-mail:[email protected] VladikKreinovich,UniversityofTexasatElPaso,ElPaso,USA e-mail:[email protected] Chin-TengLin,NationalChiaoTungUniversity,Hsinchu,Taiwan e-mail:[email protected] JieLu,UniversityofTechnology,Sydney,Australia e-mail:[email protected] PatriciaMelin,TijuanaInstituteofTechnology,Tijuana,Mexico e-mail:[email protected] NadiaNedjah,StateUniversityofRiodeJaneiro,RiodeJaneiro,Brazil e-mail:[email protected] NgocThanhNguyen,WroclawUniversityofTechnology,Wroclaw,Poland e-mail:[email protected] JunWang,TheChineseUniversityofHongKong,Shatin,HongKong e-mail:[email protected] Moreinformationaboutthisseriesathttp://www.springer.com/series/11156 M. Arun Bhaskar Subhransu Sekhar Dash (cid:129) Swagatam Das Bijaya Ketan Panigrahi (cid:129) Editors International Conference on Intelligent Computing and Applications Proceedings of ICICA 2018 123 Editors M.Arun Bhaskar Swagatam Das Department ofElectrical Electronics andCommunication andElectronics Engineering SciencesUnit Velammal Engineering College Indian Statistical Institute Chennai, Tamil Nadu,India Kolkata, West Bengal, India Subhransu SekharDash Bijaya Ketan Panigrahi Department ofElectrical Department ofElectrical Engineering andElectronics Engineering Indian Institute of Technology Delhi Government Collegeof Engineering NewDelhi, Delhi, India Keonjhar,Odisha, India ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-981-13-2181-8 ISBN978-981-13-2182-5 (eBook) https://doi.org/10.1007/978-981-13-2182-5 LibraryofCongressControlNumber:2018950951 ©SpringerNatureSingaporePteLtd.2019 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. 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Theregisteredcompanyaddressis:152BeachRoad,#21-01/04GatewayEast,Singapore189721, Singapore Preface ThisAISCvolumecontainsthepaperspresentedattheInternationalConferenceon IntelligentComputingandApplications(ICICA)heldonFebruary2and3,2018,at Velammal Engineering College, Chennai, India. ICICA 2018 received 286 paper submissions from various countries across the globe. After a rigorous peer review process, 126 full-length articles were accepted for oral presentation at the confer- ence.Thiscorrespondstoanacceptancerateof44%andisintendedformaintaining the high standards of the conference proceedings. The papers included in this LNAISC volume cover a wide range of topics on genetic algorithms, evolutionary programming, and evolution strategies such as AIS, DE, PSO, ACO, BFA, HS, SFLA,artificialbeesandfirefliesalgorithm,parallelcomputation,membrane,grid, cloud, DNA, mobile computing, computer networks and security, data structures and algorithms, data compression, data encryption, data mining, digital signal processing, digital image processing, watermarking, security and cryptography, AI methods in telemedicine and eHealth, document classification and information retrieval, optimization techniques, and their applications for solving problems in these areas. In the conference, separate sessions were arranged for delivering the keynote address by eminent members from various academic institutions and industries. Four keynote lectures were given on February 2 and 3, 2018. On the first day, Dr. Ivan Zelinka gave a talk on “Recent Advances and Progress in Evolutionary Algorithms and its Dynamics,” and in the post-lunch session, Dr. Swagatam Das, AssistantProfessor,ElectronicsandCommunicationSciencesUnit,IndianStatistical Institute, Kolkata, gave his lecture on “Deep Machine Learning” and clarified the queriesraisedbytheparticipants.Onthesecondday,Dr.DeeptiPrasadMukherjee, ProfessorandHead,ElectronicsandCommunicationSciencesUnit,IndianStatistical Institute,Kolkata,gavehistalkon“Whatisthisobject?”aninsightintoresearchideas, productandpatentapplications,andinthepost-lunchsession,Dr.KyungTaeKim, Professor Emeritus, Hannam University, Republic of Korea, gave a lecture on “4th Industrial Revolution and what do we have to prepare?” All these lectures generated great interest among the participants of ICICA 2018 in paying more attentiontotheseimportanttopicsintheirresearchwork. v vi Preface Wetakethisopportunitytothanktheauthorsofallthesubmittedpapersfortheir hard work, adherence to the deadlines, and suitably incorporating the changes suggestedbythereviewers.Thequalityofarefereedvolumedependsmainlyonthe expertise and dedication of the reviewers. We are indebted to the Program Committee members for their guidance and coordination in organizing the review process. We are indebted to the Chairman, Chief Executive Officer, Advisor, Principal, faculty members, and administrative personnel of Velammal Engineering College, Chennai,forencouragingustoorganizetheconferenceonagrandscale.Wewould like to thank all the participants for their interest and enthusiastic involvement. Finally, we would like to thank all the volunteers whose tireless efforts in meeting thedeadlinesandarrangingeverydetailmeticulouslymadesurethattheconference could run smoothly. We hope the readers of these proceedings find the papers useful, inspiring, and enjoyable. Chennai, India M. Arun Bhaskar Keonjhar, India Subhransu Sekhar Dash Kolkata, India Swagatam Das New Delhi, India Bijaya Ketan Panigrahi May 2018 Organizing Committee Chief Patrons Thiru. M. V. Muthuramalingam, Chairman, VET Thiru. M. V. M. Velmurugan, CEO, VET Patrons Dr. M. Balasubramanian, Advisor, VEC Dr. N. Duraipandian, Principal, VEC Dr. B. Venkatalakshmi, Vice Principal, VEC General Chairs Dr. Bijay Ketan Panigrahi, IIT Delhi Dr. Swagatam Das, ISI, Kolkata Program Chairs Dr. S. S. Dash, Government College of Engineering, Keonjhar, Odisha Dr. M. Arun Bhaskar, VEC Organizing Chairs Dr. S. Srinath, HOD/EEE, VEC Dr. Ramazan Bayindir, Gazi University, Turkey Dr. S. Premalatha, VEC Special Session Chairs Dr. P. N. Suganthan, NTU, Singapore Prof. Ing. Ivan Zelinka, VSB-TUO, Czech Republic Dr. Bolanle Tolulope Abe, TUT, South Africa vii viii OrganizingCommittee Publication Chairs Dr. Suresh Chandra Satapathy, ANITS, India Dr. C. Subramani, SRM University, Chennai Dr. Adisa Jimoh, TUT, South Africa International Advisory Committee Dr. Ahmed Faheem Zobaa, BU, UK Dr. Akhtar Kalam, VU, Australia Dr. Alfredo Vaccaro, US, Italy Dr. David Yu, UWM, US Dr. Dmitri Vinnikov, TUT, Estonia Dr. Gorazd Štumberger, UM, Slovenia Dr. Hussain Shareef, UKM, Malaysia Dr. Joseph Olorunfemi Ojo, TTU, USA Dr. Junitamohamad-Saleh, US, Malaysia Dr. Mohamed A. Zohdy, OU, MI Dr. Murad Al-Shibli, Head, EMET, Abu Dhabi Dr. Nesimi Ertugrul, UA, Australia Dr. Omar Abdel-Baqi, UWM, USA Dr. Richard Blanchard, LBU, UK Dr. Shashi Paul, DM, UK Dr. Zhao Xu, HKPU, Hong Kong National Advisory Committee Dr. Kumar Pradhan, IIT Kharagpur Dr. Bhim Singh, IIT Delhi Dr. Ganapati Panda, IIT Bhubaneswar Dr. S. Jeevananthan, PEC, Puducherry, India Dr. C. Christober Asir Rajan, PEC, Puducherry, India Dr. Debashish Jena, NITK, India Dr. N. P. Padhy, IIT Roorkee Dr. M. Somasundaram, AU, Chennai, India Dr. Sidhartha Panda, VSSUT EC, Burla Dr. K. Vijayakumar, SRM University, Chennai Dr. N. Veerappan, AVIT, Chennai Dr. S. K. Patnaik, Anna University Dr. G. Uma, Anna University Dr. M. Mohanthy, SOA University, Odisha Dr. S. N. Bhuyan, SOA University, Odisha Contents A Novel IDS to Detect Multiple DoS Attacks with Network Lifetime Estimation Based on Learning-Based Energy Prediction Algorithm for Hierarchical WSN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 N. Dharini, N. Duraipandian and Jeevaa Katiravan On Static Control of the Differential Evolution . . . . . . . . . . . . . . . . . . . 19 Lukas Tomaszek and Ivan Zelinka Ensuring Security in Sharing of Information Using Cryptographic Technique. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 33 J. Sathya Priya, V. Krithikaa, S. Monika and P. Nivethini Efficient Collaborative Key Management Protocol for Secure Mobile Cloud Data Storage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41 L. Shakkeera and A. Saranya A Comprehensive Analysis of Key Management Models in the Cloud: Design, Challenges, and Future Directions . . . . . . . . . . . . 53 S. Ahamed Ali, M. Ramakrishnan and N. Duraipandian Identification of Fronto-Temporal Dementia Using Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 63 N. Sandhya and S. Nagarajan Strength and Swelling Characteristics of Expansive Soils Treated with Calcium Carbide Residue. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73 K. Divya Krishnan, P. T. Ravichandran and P. Sreekanth Reddy OFDM-Based on Trellis-Coded Modulation for Optical Wireless Communication . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79 Harshita Mathur and T. Deepa Cardiac Failure Detection Using Neural Network Model with Dual-Tree Complex Wavelet Transform. . . . . . . . . . . . . . . . . . . . . 87 Ipsita Mohapatra, Priyabrata Pattnaik and Mihir Narayan Mohanty ix