Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019) PDF
Preview Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019)
Advances in Intelligent Systems and Computing 1182 Ajith Abraham M. A. Jabbar Sanju Tiwari Isabel M. S. Jesus Editors Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019) Advances in Intelligent Systems and Computing Volume 1182 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, School of Computer Science and 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 Ajith Abraham M. A. Jabbar (cid:129) (cid:129) Sanju Tiwari Isabel M. S. Jesus (cid:129) Editors Proceedings of the 11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019) 123 Editors Ajith Abraham M.A.Jabbar ScientificNetwork forInnovation Department ofComputer Science andResearch Excellence andEngineering MachineIntelligence Research Labs (MIR) Vardhaman Collegeof Engineering Auburn,WA,USA Hyderabad, Telangana,India SanjuTiwari Isabel M.S. Jesus Departamento deInteligencia Artificial ISEP - Instituto SuperiordeEngenharia Universidad PolitécnicadeMadrid doPorto Madrid,Spain Porto, Portugal ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-030-49344-8 ISBN978-3-030-49345-5 (eBook) https://doi.org/10.1007/978-3-030-49345-5 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicense toSpringerNatureSwitzerlandAG2021 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuseof illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. 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. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Welcome Message WelcometoVardhamanCollegeofEngineering,Hyderabad,India,andtothe11th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2019) and 11th World Congress on Nature and Biologically Inspired Computing (NaBIC 2019). In 2018, SoCPaR was held at Instituto Superior de Engenharia do Porto (ISEP), Portugal, during December 13–15 and NaBIC at VIT University, Vellore, India, during December 06–08. SoCPaR2019 isorganizedtobring togetherworldwideleadingresearchers and practitioners interested in advancing the state of the art in soft computing and pattern recognition, for exchanging knowledge that encompasses a broad range of disciplines among various distinct communities. It is hoped that researchers and practitioners will bring new prospects for collaboration across disciplines and gain inspiration to facilitate novel breakthroughs. The themes for this conference are thus focused on “Innovating and Inspiring Soft Computing and Intelligent Pattern Recognition.” SoCPaR 2019 received submissions from 16 countries, and each paper was reviewed by at least five reviewers in a standard peer review process. Based on the recommendation by five independent referees, finally 24 papers will be presented during the conference (acceptance rate of 35%). The 11th World Congress on Nature and Biologically Inspired Computing (NaBIC 2019) brings together international researchers, developers, practitioners, and users. The aim of NaBIC is to serve as a forum to present current and future work as well as to exchange research ideas in this field. The conference theme is “NurturingIntelligentComputingTowardsAdvancementofMachineIntelligence.” NaBIC2019receivedsubmissionsfrom10countries,andeachpaperwasreviewed by at least five reviewers in a standard peer review process. Based on the recom- mendationbyfiveindependentreferees,finallyfivepaperswillbepresentedduring the conference (acceptance rate of 30%). Conference proceedings are published by Springer Verlag, Advances in Intelligent Systems and Computing Series, which is now indexed by ISI Proceedings, DBLP, SCOPUS, etc. Many people have collaborated and worked hard to produce this year successful SoCPaR–NaBIC conferences. First and fore- most, we would like to thank all the authors for submitting their papers to the v vi WelcomeMessage conference, for their presentations and discussions during the conference. Our thanks to Program Committee members and reviewers, who carried out the most difficult work by carefully evaluating the submitted papers. We are grateful to our five plenary speakers for their wonderful talks: (cid:129) Prof. Dr. Arturas Kaklauskas, Vilnius Gediminas Technical University, Lithuania (cid:129) Prof. Dr. Pawan Lingras, Saint Mary’s University, Canada (cid:129) Prof. Dr. Stephen Huang, University of Houston, USA (cid:129) Prof. Dr. Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexico (cid:129) Prof. Dr. Oscar Castillo, Tijuana, Institute of Technology, Tijuana, Mexico Thanks to the Springer Publication team for the wonderful support for the publication of these proceedings. We express our sincere thanks to the session chairs and local organizing committee chairs for helping us to formulate a rich technical program. We are thankful to the Management of Vardhaman College of Engineering for hosting SoCPaR–NaBIC 2019 Conferences, Computer Society Chapter of IEEE Hyderabad for the great local organization. Enjoy reading the proceedings. Ajith Abraham M. A. Jabbar General Chairs Laura Garcia-Hernandez Isabel M. S. Jesus Rajanikanth Aluvalu Program Chairs Organization SoCPaR–NaBIC 2019 Organization Chief Patrons T. Vijender Reddy Vardhaman College of Engineering, Hyderabad, (Chairman) India M. Rajasekhar Reddy Vardhaman College of Engineering, Hyderabad, (Vice chairman) India T.UpenderReddy(Secretary) Vardhaman College of Engineering, Hyderabad, India E. Prabhakar Reddy Vardhaman College of Engineering, Hyderabad, (Treasurer) India Patrons K. Mallikharjuna Babu Vardhaman College of Engineering, Hyderabad, (Director) India Honorary Chairs B. L. Deekshatulu Distinguished Fellow, IDRBT, Hyderabad and Ex-Director, NRSA Ketan Kotecha (Dean) Faculty of Engineering, Symbiosis International (Deemed University) and Director, Symbiosis Institute of Technology General Chairs Ajith Abraham MachineIntelligenceResearchLabs(MIRLabs), USA M. A. Jabbar Vardhaman College of Engineering, Hyderabad, India vii viii Organization Program Chairs Laura Garcia-Hernandez University of Cordoba, Spain Isabel Jesus Instituto Superior de Engenharia do Porto, Portugal Rajanikanth Aluvalu Vardhaman College of Engineering, Hyderabad, India SoCPaR Program Committee Janos Abonyi University of Pannonia Ajith Abraham Machine Intelligence Research Labs (MIR Labs) Laurence Amaral Federal University of Uberlandia Babak Amiri The University of Sydney José Everardo Bessa Maia State University of Ceará-UECE János Botzheim Budapest University of Technology and Economics Joseph Alexander Brown Innopolis University Alberto Cano Virginia Commonwealth University Paulo Carrasco Univ. Algarve Oscar Castillo Tijuana Institute of Technology Turgay Celik University of the Witwatersrand Isaac Chairez UPIBI-IPN Lee Chang-Yong Kongju National University MarioGiovanniC.A.Cimino University of Pisa Phan Cong-Vinh Nguyen Tat Thanh University Gloria Cerasela Crisan “Vasile Alecsandri” University of Bacau Alfredo Cuzzocrea ICAR-CNR and University of Calabria Haikal El Abed German International Cooperation (GIZ) GmbH El-Sayed M. El-Alfy KingFahd UniversityofPetroleum andMinerals Carlos Fernandez-Llatas Universitat Politècnica de València Amparo Fuster-Sabater Institute of Applied Physics (C.S.I.C.), Serrano 144, 28006 Madrid, Spain Xiao-Zhi Gao Aalto University Alexander Gelbukh Instituto Politécnico Nacional Elizabeth Goldbarg Federal University of Rio Grande do Norte Thomas Hanne University of Applied Sciences Northwestern Switzerland Biju Issac Teesside University Isabel Jesus Institute of Engineering of Porto Kyriakos Kritikos Institute of Computer Science, FORTH Jerry Chun-Wei Lin Western Norway University of Applied Sciences Simone Ludwig North Dakota State University Kun Ma . Ana Madureira Departamento de Engenharia Informática Jabbar Meerja jntu Organization ix Efrén Mezura-Montes University of Veracruz Jolanta Mizera-Pietraszko Wroclaw University of Technology Paulo Moura Oliveira UTAD University Diaf Moussa UMMTO Akila Muthuramalingam KPR Institute of Engineering and Technology Janmenjoy Nayak Aditya Institute of Technology and Management (AITAM) C. Alberto Ochoa-Zezatti Universidad Autónoma de Ciudad Juárez Varun Ojha University of Reading Konstantinos Parsopoulos University of Ioannina Carlos Pereira ISEC Eduardo Pires UTAD University Dilip Pratihar Department of Mechanical Engineering Radu-Emil Precup Politehnica University of Timisoara Héctor Quintián University of A Coruña Meera Ramadas University College of Bahrain Keun Ho Ryu Chungbuk National University Ozgur Koray Sahingoz Istanbul Kultur University Neetu Sardana Jaypee Institute of Information technology Hirosato Seki Osaka University Mansi Sharma Indian Institute of Technology, Delhi Mohammad Shojafar University of Surrey Patrick Siarry Universit de Paris 12 Antonio J. Tallón-Ballesteros University of Huelva Shing Chiang Tan Multimedia University Jose Tenreiro Machado ISEP Sanju Tiwari National Institute of Technology Kurukshetra Eiji Uchino Yamaguchi University Leonilde Varela University of Minho Gai-Ge Wang School of Computer Science and Technology, Jiangsu Normal University Lin Wang University of Jinan Frantisek Zboril Brno University of Technology SoCPaR Additional Reviewers Das Sharma, Kaushik Diniz, Thatiana Menezes, Matheus Márquez Grajales, Aldo Rahul, Mayur Ramos, Octavio Santiago-Valentín, Eric
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