Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018) PDF
Preview Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018)
Advances in Intelligent Systems and Computing 942 Ana Maria Madureira Ajith Abraham Niketa Gandhi Catarina Silva Mário Antunes Editors Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018) Advances in Intelligent Systems and Computing Volume 942 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 Ana Maria Madureira Ajith Abraham (cid:129) (cid:129) Niketa Gandhi Catarina Silva (cid:129) (cid:129) á M rio Antunes Editors Proceedings of the Tenth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018) 123 Editors Ana Maria Madureira Ajith Abraham Schoolof Engineering MachineIntelligence Research Labs (MIR) Instituto Superior deEngenharia (ISEP/IPP) Auburn,WA,USA Porto, Portugal NiketaGandhi Catarina Silva MachineIntelligence Research Labs (MIR Politécnico deLeiria Labs) Leiria, Portugal Auburn,WA,USA Mário Antunes Politécnico deLeiria Leiria, Portugal ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-3-030-17064-6 ISBN978-3-030-17065-3 (eBook) https://doi.org/10.1007/978-3-030-17065-3 LibraryofCongressControlNumber:2019936516 ©SpringerNatureSwitzerlandAG2020 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. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland Preface Welcome to Porto, Portugal, and to the tenth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2018) and the fourteenth InternationalConferenceonInformationAssuranceandSecurity(IAS2018)heldat Instituto Superior de Engenharia do Porto (ISEP) during December 13–15, 2018. SoCPaR2018 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 disciplinesamongvariousdistinctcommunities.Thethemesforthisconferenceare thus focused on “Innovating and Inspiring Soft Computing and Intelligent Pattern Recognition.” The conference is expected to provide an opportunity for the researchers to meet and discuss the latest solutions, scientific results, and methods in solving intriguing problems in the fields of soft computing and pattern recog- nition. SoCPaR 2018 received submissions from 16 countries, and each paper was reviewedbyatleastfivereviewersinastandardpeer-reviewprocess.Basedonthe recommendation by five independent referees, finally 22 papers were accepted for the conference (acceptance rate of 47%). Information assurance and security have become an important research issue in the networked and distributed information sharing environments. Finding effective waystoprotectinformationsystems,networksandsensitivedatawithinthecritical information infrastructure is challenging even with the most advanced technology and trained professionals. IAS 2018 aims to bring together researchers, practi- tioners, developers, and policy makers involved in multiple disciplines of infor- mationsecurityandassurancetoexchangeideasandtolearnthelatestdevelopment in this important field. The conference provided an opportunity for the researchers to meet and discuss the latest solutions, scientific results, and methods in solving intriguing problems in the fields of IAS. IAS 2018 received submissions from 12 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 16 papers were accepted for the conference (acceptance rate of 45%). v vi Preface Conference proceedings are published by Springer Verlag, Advances in Intelligent Systems and Computing Series. Many people have collaborated and worked hard to produce this year successful SoCPaR-IAS 2018 conference. First and foremost, we would like to thank all the authors for submitting their papers to the 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 three plenary speakers: * Petia Georgieva, University of Aveiro, Portugal * J. A. Tenreiro Machado, Polytechnic of Porto, Portugal * Henrique M. Dinis Santos, University of Minho, Portugal Our special thanks to the Springer Publication team for the wonderful support for the publication of these proceedings. Enjoy reading! Ana Maria Madureira Ajith Abraham General Chairs Catarina Silva Mário Antunes Oscar Castillo Simone Ludwig Program Chairs Organization General Chairs Ana Maria Madureira Instituto Superior de Engenharia do Porto, Portugal Ajith Abraham MachineIntelligenceResearchLabs(MIRLabs), USA Program Chairs Catarina Silva Politécnico de Leiria, Portugal Mário Antunes Politécnico de Leiria, Portugal Oscar Castillo Tijuana Institute Technology, Mexico Simone Ludwig North Dakota State University, USA Advisory Board Members Albert Zomaya University of Sydney, Australia Andre Ponce de Leon F. University of Sao Paulo at Sao Carlos, Brazil de Carvalho Bruno Apolloni University of Milan, Italy Imre J. Rudas Óbuda University, Hungary Janusz Kacprzyk Polish Academy of Sciences, Poland Marina Gavrilova University of Calgary, Canada Patrick Siarry Université Paris-Est Créteil, France Ronald Yager Iona College, USA Salah Al-Sharhan Gulf University for Science and Technology, Kuwait vii viii Organization Sebastian Ventura University of Cordoba, Spain Vincenzo Piuri Universita’ degli Studi di Milano, Italy Francisco Herrera University of Granada, Spain Sankar Kumar Pal ISI, Kolkota, India Publication Chairs Niketa Gandhi MachineIntelligenceResearchLabs(MIRLabs), USA Azah Kamilah Muda Universiti Teknikal Malaysia Melaka, Malaysia Web Services Kun Ma Jinan University, China Publicity Committee Bruno Cunha Instituto Superior de Engenharia do Porto, Portugal Diogo Braga Instituto Superior de Engenharia do Porto, Portugal Santoso Wibowo CQUniversity Melbourne, Australia Nesrine Baklouti University of Sfax, Tunisia Isabel Jesus Institute of Engineering of Porto, Portugal Marjana Prifti Skenduli University of New York, Tirana Local Organizing Committee Ana Maria Madureira Instituto Superior de Engenharia do Porto, Portugal Diogo Braga Instituto Superior de Engenharia do Porto, Portugal Duarte Coelho Instituto Superior de Engenharia do Porto, Portugal André Santos Instituto Superior de Engenharia do Porto, Portugal Organization ix Judite Ferreira Instituto Superior de Engenharia do Porto, Portugal Luis Coelho Instituto Superior de Engenharia do Porto, Portugal Isabel Sampaio Instituto Superior de Engenharia do Porto, Portugal Ricardo Almeida Instituto Superior de Engenharia do Porto, Portugal Marina Sousa Instituto Superior de Engenharia do Porto, Portugal Technical Program Committee Ahmad Samer Wazan Paul Sabatier University, France A. Galicia Pablo de Olavide University, Spain Akira Asano Kansai University, Japan Alessio Merlo DIBRIS, University of Genoa, Italy Alberto Cano University of Córdoba, Spain Alberto Fernández University of Granada, Spain Alicia Troncoso Universidad Pablo de Olavide, Spain Amparo Fuster-Sabater Institute of Physical and Information Technologies (CSIC), Spain Ana Madureira Instituto Superior de Engenharia do Porto, Portugal Angel Arroyo UBU, Spain Arash Habibi Lashkari University of New Brunswick (UNB), Canada Andries Engelbrecht University of Pretoria, South Africa Antonio Bahamonde Universidad de Oviedo, Gijón, Asturias, Spain Arun Kumar Sangaiah Vellore Institute of Technology, India Aswani Kumar Cherukuri Vellore Institute of Technology, India Atta Rahman University of Dammam, Dammam, Saudi Arabia Azah Muda UTeM, Malaysia Candelaria Hernández-Goya Universidad de La Laguna, Spain Carlos Pereira ISEC, Portugal Chian C. Ho National Yunlin University of Science and Technology, Taiwan Clay Palmeira Francois Rabelais University of Tours, France Constantino Malagón Nebrija University, Spain Christian Veenhuis HELLA Aglaia Mobile Vision GmbH, Germany Corrado Mencar University of Bari “A. Moro,” Italy Daniela Zaharie West University of Timisoara, Romania Donato Impedovo Dipartimento di Informatica, UNIBA, Italy
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