Frontiers in Intelligent Computing: Theory and Applications: Proceedings of the 7th International Conference on FICTA (2018), Volume 2 PDF
Preview Frontiers in Intelligent Computing: Theory and Applications: Proceedings of the 7th International Conference on FICTA (2018), Volume 2
Advances in Intelligent Systems and Computing 1014 Suresh Chandra Satapathy Vikrant Bhateja Bao Le Nguyen Nhu Gia Nguyen Dac-Nhuong Le Editors Frontiers in Intelligent Computing: Theory and Applications Proceedings of the 7th International Conference on FICTA (2018), Volume 2 Advances in Intelligent Systems and Computing Volume 1014 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 Suresh Chandra Satapathy Vikrant Bhateja (cid:129) (cid:129) Bao Le Nguyen Nhu Gia Nguyen (cid:129) (cid:129) Dac-Nhuong Le Editors Frontiers in Intelligent Computing: Theory and Applications Proceedings of the 7th International Conference on FICTA (2018), Volume 2 123 Editors SureshChandra Satapathy VikrantBhateja Schoolof Computer Engineering Department ofElectronics KIIT Deemed tobeUniversity andCommunication Engineering Bhubaneswar, Odisha, India SRMGPC Lucknow, Uttar Pradesh, India BaoLe Nguyen DuyTan University NhuGia Nguyen Da Nang,Vietnam Graduate School DuyTan University Dac-Nhuong Le Da Nang,Vietnam Faculty of Information Technology HaiPhong University HaiPhong,Vietnam ISSN 2194-5357 ISSN 2194-5365 (electronic) Advances in Intelligent Systems andComputing ISBN978-981-13-9919-0 ISBN978-981-13-9920-6 (eBook) https://doi.org/10.1007/978-981-13-9920-6 ©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 Organization Honorary Chairs Le Cong Co, DTU, Vietnam Steering Committee Nguyen Thanh Thuy, University of Engineering and Technology, Vietnam Masahiro Inuiguchi, Osaka University, Japan Suresh Chandra Satapathy, KIIT, Bhubaneswar, India Le Duc Toan, Duy Tan University, Vietnam General Chairs Bao Le Nguyen, Duy Tan University, Vietnam Suresh Chandra Satapathy, KIIT, Bhubaneswar, India Organizing Chairs Nhu Gia Nguyen, Duy Tan University, Vietnam v vi Organization Program Chairs Thanh Binh Nguyen, IIASA, Austria Jolanda G. Trompn, Duy Tan University, Vietnam Nhu Gia Nguyen, Duy Tan University, Vietnam Do Nang Toan, VNU, Vietnam Vikrant Bhateja, SRMGPC, Lucknow (UP), India Le Hoang Son, Vietnam National University, Vietnam Publicity Chairs Son Van Phan, Duy Tan University, Vietnam Anand Nayyar, Duy Tan University, Vietnam Chung Van Le, Duy Tan University, Vietnam Conference Secretaries Ha Nhu Hang, Duy Tan University, Vietnam Vikram Puri, Duy Tan University, Vietnam Web Chair Nguyen Trong Thanh, Duy Tan University, Vietnam Special Session Chairs Advances in Camera Based Document Recognition: V. N. Manjunath Aradhya, SJCE, Mysuru, India Blockchain Technologies: Challenges, Solutions and Applications: Chintan Bhatt, Charotar University of Science and Technology, Gujarat, India; Dac-Nhuong Le, Haiphong University, Haiphong, Vietnam; Abhishek Kumar Pandey, Aryabhatta College of Engineering and Research Centre, Ajmer, Rajasthan, India Emerging Trends in Cognitive Computing and Deep Learning: B. Janakiramaiah and G. Kalyani, PVP Siddhartha Institute of Technology, Vijayawada, Andhra Pradesh, India Organization vii Emerging Trends & Technologies in Computing & Management: Hardeep Singh, FCET, Ferozepur, Punjab, India Machine Learning and Artificial Intelligence inFinancial Services,Agriculture: K. Srujan Raju, CMRTC, Hyderabad, India, and M. Ramakrishna Murty, ANITS, Visakhapatnam, India ComputationalIntelligenceinBiomedicalImaging:Yu-DongZhang,Universityof Leicester, UK Application of Soft Computing in Software Engineering: A Multidisciplinary Domains: Neelamadhab Padhy, GIET, Gunupur, India Technical Program Committee/International Reviewer Board Huynh Thanh Binh, HUT, Vietnam Amira S. Ashour, Tanta University, Egypt Sarwar Kamal, East West University, Bangladesh Taras Kotyk, Ivano-Frankivsk National Medical University, Ivano-Frankivsk, Ukraine Do Nang Toan, Vietnam National University, Vietnam Le Hoang Son, Vietnam National University, Vietnam Chu Dinh Toi, HANU, Vietnam Pham Van Hai, Hanoi University of Science and Technology, Vietnam Dac-Nhuong Le, Hai Phong University, Vietnam Binh Nguyen, Duy Tan University, Vietnam; IIASA, Austria Nhu Gia Nguyen, Duy Tan University, Vietnam Anand Nayyar, Duy Tan University, Vietnam Tri Gia Nguyen, KKU, Thailand Sourav Samanta, University Institute of Technology, India Evgenia Gospodinova, Bulgarian Academy of Sciences, Bulgaria Sayan Chakraborty, BCET, India Nobuchika Sakata, Nara Institute of Science and Technology, Ikoma, Japan Mark Billinghurst, University of South Australia, Adelaide, Australia Han Cheng, BCET, India Sayan Chakraborty, School of Computer Science and Technology, Changchun University of Science and Technology, Changchun, China Jude Hemanth D., Karunya University, India Santosh Kumar Swain, KIIT University Bhubaneswar, India Monideepa Roy, KIIT University Bhubaneswar, India Dilip Kumar Sharma, GLA University, Mathura, India K. Srujan Raju, CMRIT Campus, Hyderabad B. N. Biswal, BEC, Bhubaneswar Sanjay Sengupta, CSIR, New Delhi viii Organization Naeem Hanoon, Malaysia Kailash C. Patidar, South Africa Suma V., Bangalore Siressha Rodda, GITAM, Vizag Lalitha Bhaskari, Andhra University, Vizag J. V. R. Murthy, JNTU, Kakinada A. Govardhan, JNTU, Hyderabad A. Sai Hanuman, GRIET, Hyderabad Lavanya Kumari, Andhra University, Vizag Horse Nageswar Rao, AU, Vizag P. Sanjeevikumar, India S. Ratan Kumar, ANITS, Vizag Sunita Y., ANITS, Vizag Suresh Limkar, Pune Suberna Kumar, MVGR, Vizianagaram B. Tirumala Rao, JNTU, Vizianagaram Raghvendra Kumar, LNCT Group of College, India Manjit Singh, GNDU Regional Campus, Jalandhar, India Preface Thisbookisacollectionofhigh-qualitypeer-reviewedresearchpaperspresentedat the7thInternationalConferenceonFrontiersofIntelligentComputing:Theoryand Applications(FICTA2018)heldatDuyTanUniversity,DaNang,Vietnam,during November 29–30, 2018. Theideaofthisconferenceserieswasconceivedbyfeweminentprofessorsand researchers from the premier institutions of India. The first three editions of this conference—FICTA 2012, FICTA 2013, and FICTA 2014—were organized by Bhubaneswar Engineering College (BEC), Bhubaneswar, Odisha, India. Due to its popularity and wide visibilities in the entire country as well as abroad, the fourth edition—FICTA2015—hasbeenorganizedbytheprestigiousNITDurgapur,West Bengal, India. The fifth and sixth editions—FICTA 2016 and FICTA 2017—were consecutivelyorganizedbyKIITUniversity,Bhubaneswar,Odisha,India.Allpapers ofthepastFICTAeditionsarepublishedbySpringerAISCseries.Presently,FICTA 2018 is the seventh edition of this conference series which aims to bring together researchers,scientists,engineers,andpractitionerstoexchangeandsharetheirthe- ories,methodologies,newideas,experiences,applicationsinallareasofintelligent computingtheories,andapplicationsinvariousengineeringdisciplineslikecomputer science,electronic,electrical,mechanical,andbiomedicalengineering. FICTA 2018 had received a good number of submissions from the different areas relating to decision sciences, intelligent computing, and its applications. These papers have undergone a rigorous peer-review process with the help of our program committee members and external reviewers (from the country as well as abroad).Thereviewprocesshasbeenverycrucialwithminimumtworeviewseach, and in many cases, three to five reviews along with due checks on similarity and contentoverlapaswell.FICTA2018witnessedmorethan200papersincludingthe main track as well as special sessions from countries like Austria, Bangladesh, China,India,Norway,Russia,SouthKorea,Taiwan,andVietnam.Theconference featured eight special sessions in various cutting-edge technologies of specialized focus which were organized and chaired by eminent professors. Out of this pool, only 76 papers weregiven acceptance and segregated as two different volumesfor the publication under the proceedings. ix
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