Machine Learning, Image Processing, Network Security and Data Sciences: Second International Conference, MIND 2020, Silchar, India, July 30 - 31, 2020, Proceedings, Part I PDF
Preview Machine Learning, Image Processing, Network Security and Data Sciences: Second International Conference, MIND 2020, Silchar, India, July 30 - 31, 2020, Proceedings, Part I
Arup Bhattacharjee · Samir Kr. Borgohain · Badal Soni · Gyanendra Verma · Xiao-Zhi Gao (Eds.) Communications in Computer and Information Science 1240 Machine Learning, Image Processing, Network Security and Data Sciences Second International Conference, MIND 2020 Silchar, India, July 30–31, 2020 Proceedings, Part I Communications in Computer and Information Science 1240 Commenced Publication in 2007 Founding and Former Series Editors: Simone Diniz Junqueira Barbosa, Phoebe Chen, Alfredo Cuzzocrea, Xiaoyong Du, Orhun Kara, Ting Liu, Krishna M. Sivalingam, Dominik Ślęzak, Takashi Washio, Xiaokang Yang, and Junsong Yuan Editorial Board Members Joaquim Filipe Polytechnic Institute of Setúbal, Setúbal, Portugal Ashish Ghosh Indian Statistical Institute, Kolkata, India Igor Kotenko St. Petersburg Institute for Informatics and Automation of the Russian Academy of Sciences, St. Petersburg, Russia Raquel Oliveira Prates Federal University of Minas Gerais (UFMG), Belo Horizonte, Brazil Lizhu Zhou Tsinghua University, Beijing, China More information about this series at http://www.springer.com/series/7899 Arup Bhattacharjee Samir Kr. Borgohain (cid:129) (cid:129) Badal Soni Gyanendra Verma (cid:129) (cid:129) Xiao-Zhi Gao (Eds.) Machine Learning, Image Processing, Network Security and Data Sciences Second International Conference, MIND 2020 – Silchar, India, July 30 31, 2020 Proceedings, Part I 123 Editors Arup Bhattacharjee Samir Kr. Borgohain National Institute ofTechnology Silchar National Institute ofTechnology Silchar Silchar, India Silchar, India BadalSoni GyanendraVerma National Institute ofTechnology Silchar National Institute ofTechnology Silchar, India Kurukshetra Kurukshetra, India Xiao-Zhi Gao University of Eastern Finland Kuopio,Finland ISSN 1865-0929 ISSN 1865-0937 (electronic) Communications in Computer andInformation Science ISBN 978-981-15-6314-0 ISBN978-981-15-6315-7 (eBook) https://doi.org/10.1007/978-981-15-6315-7 ©SpringerNatureSingaporePteLtd.2020 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpartofthe 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 or information storageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilarmethodologynow knownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthorsandtheeditorsaresafetoassumethattheadviceandinformationinthisbookare believedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsortheeditors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictionalclaimsin publishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. Theregisteredcompanyaddressis:152BeachRoad,#21-01/04GatewayEast,Singapore189721, Singapore Preface It is our great honor and privilege to present the proceedings of the Second International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND 2020), organized by the National Institute of Technology Silchar, India, and held during July 30–31, 2020. This conference is the second in a series which focuses on Machine Learning, Image Processing, Network Security, and Data Sciences. The papers included in these proceedings present original ideas and up-to-date discussions and directions regarding topics of interest of the conference. MIND2020providedaplatform totheresearchers,practitioners,andtechnologists to present and discuss state-of-the-art novelties, trends, issues, and challenges in the area of Machine Learning, Image Processing, Network Security, and Data Sciences. Organization of this conference was primarily motivated by the need to promote research through sharing of ideas, technology, and trends at all levels of the scientific andtechnicalcommunity.Anothermotivationwastheneedforacommonplatformfor buildingaframeworkfordevelopmentofsolutionstounresolvedissuesandchallenges indifferentareasofcomputerengineeringandengineering.Thisedition,continuingthe spiritofthepreviousconferenceinthisseries,depictsthemostimportantrequirements of the academia and industry: quality and value. This was substantiated by the 219 high-quality submissions which posed a great challenge in the review and selection process. Each submission was subjected to atleast three reviews under a double-blind peer review process mechanism. Based on the review results and recommendations of the Program Committee, 83 papers were accepted for presentation at the main conference.Thisresultedinanacceptanceratelowerthan38%.DuetotheCOVID-19 outbreak,theconferencewasorganizedinavirtualformatinsteadofasanonsiteevent. Further, though initially the conference was planned to be organized during April 23–24, 2020, the outbreak compelled the organizers to postpone the conference till July 30–31, 2020. Any event of this nature needs sufficient time, complete support, and wholehearted cooperationandsupportofall,forsuccess.Wethankalltheauthorsforsubmittingand presenting their quality paper(s) to/at MIND 2020. We are extremely thankful to the reviewers, who have carried out the most important and critical part of any academic conference, the evaluation of each of the submitted papers assigned to them. We also expressourgratitudetotheTPCmembersfortheirimmensesupportandmotivationin making MIND 2020 a success. We sincerely thank all the chairs for their hard work without which the success of MIND 2020 would not have been possible. We are also grateful to our invited speakers for enlightening and motivating the participants of the conference. We also express our sincere gratitude towards our publication partner, vi Preface Springer,fortrustingandguidingus.WeareobligedtoTEQIP-IIIandDST-SERBfor officially sponsoring MIND 2020. May 2020 Arup Bhattacharjee Organization Executive Committee Patron Sivaji Bandyopadhyay National Institute of Technology Silchar, India Honorary Chair Rajkumar Buyya The University of Melbourne, Australia General Chairs Arup Bhattacharjee National Institute of Technology Silchar, India Salah Bourennane École centrale de Marseille, France Organizing Chairs Samir Kr. Borgohain National Institute of Technology Silchar, India Badal Soni National Institute of Technology Silchar, India Technical Program Chairs Xiao-Zhi Gao University of Eastern Finland, Finland Ching-Hsien Hsu Asia University, Taiwan Suganya Devi K. National Institute of Technology Silchar, India Gyanendra Verma National Institute of Technology Kurukshetra, India Bidyut Kumar Patra National Institute of Technology Rourkela, India Finance and Hospitality Chairs Ujwala Baruah National Institute of Technology Silchar, India Pantha K. Nath National Institute of Technology Silchar, India Umakanta Majhi National Institute of Technology Silchar, India Publication and Publicity Committee Publication Chairs Shyamosree Pal National Institute of Technology Silchar, India Naresh Babu M. National Institute of Technology Silchar, India Rajesh Doriya National Institute of Technology Raipur, India Publicity Chairs Rajib Kumar Jha IIT Patna, India Chiranjoy Chattopadhyay IIT Jodhpur, India viii Organization Manish Okade National Institute of Technology Rourkela, India Poonam Sharma National Institute of Technology Nagpur, India Divya Kumar National Institute of Technology Allahabad, India Nabajyoti Medhi Tezpur University, India Sraban Kumar Mohanty IIITDM Jabalpur, India Steering Committee Rajkumar Buyya TheUniversityofMelbourneandManjrasoft,Australia Awadhesh Kumar Singh National Institute of Technology Kurukshetra, India B. B. Gupta National Institute of Technology Kurukshetra, India Gyanendra Verma National Institute of Technology Kurukshetra, India Rajesh Doriya National Institute of Technology Raipur, India Technical Program Committee A. Chandrasekhar IIT Dhanbad, India A. Rajesh Vellore Institute of Technology, India A. Muthumari University College of Engineering, Ramanathapuram, India Aakanksha Sharaff National Institute of Technology Raipur, India Abdel Badi Salem Ain Shams University, Egypt Abdel-Hamid Ali Soliman Staffordshire University, UK Abdul Jalil M. Khalaf University of Kufa, Iraq Aditya Trivedi IIITDM Gwalior, India Alexander Gelbukh National Polytechnic Institute, Mexico Ali Jaoua Qatar University, Qatar Amr Ahmed Google AI, UK Anil Sao IIT Mandi, India Ankit Kumar Jain National Institute of Technology Kurukshetra, India Annappa National Institute of Technology Karnataka, India Anoop Patel National Institute of Technology Kurukshetra, India Anshul Verma Banaras Hindu University, India Antonina Dattolo University of Udine, Italy Anupam Shukla IIITDM Gwalior, India Aparajita Ojha IIITDM Jabalpur, India Ashish Ghosh Indian Statistical Institute, India Ashish Khare University of Allahabad, India Ashraf Hossain National Institute of Technology Silchar, India Atul Gupta IIITDM Jabalpur, India Awadhesh Kumar Singh National Institute of Technology Kurukshetra, India B. L. Velammal Anna University, India Balwinder Singh Sodhi IIT Ropar, India Basant Kumar NIT Allahabad, India Biswajit Purkayastha National Institute of Technology Silchar, India Organization ix Bondu Venkateswarlu Dayananda Sagar University, India Brijesh Kumar Chaurasia Indian Institute of Information Technology Lucknow, India C. Bose Anna University, India C. Rani Government College of Engineering, Salem, India C. S. Sastry IIT Hyderabad, India Carlos Becker Westphall University of Kentucky, USA Ching-Hsien Hsu Asia University, Taiwan Chun-I Fan National Sun Yat-sen University, Taiwan Dalton Meitei Thounaojam National Institute of Technology Silchar, India David Klaus University of Kassel, Germany Davide Adami University of Pisa, Italy Davide Adami Unipi, Italy Debajyoti Choudhuri National Institute of Technology Rourkela, India Deep Gupta National Institute of Technology Nagpur, India Desineni Subbaram Naidu University of Minnesota Duluth, USA Dimitrios A. Karras National and Kapodistrian University of Athens, Greece Dinesh Vishwakarma Delhi Technological University Delhi, India Dipti Kapoor Sarmah Utrecht University, The Netherlands EugéniaMoreiraBernardino Instituto Politécnico de Leiria, Portugal Fateh Krim Ferhat Abbas University of Setif, Algeria Félix J. García Clemente University in Murcia, Spain G. Lavanya Devi Andhra University, India G. C. Nandi IIIT Allahabad, India G. Jaya Suma JNTUK, University College of Engineering, India Gaurav Varshney Indian Institute of Technology Jammu, India Gaurav Verma National Institute of Technology Kurukshetra, India Gautam Barua IIIT Guwahati, India Gyan Singh Yadav Indian Institute of Information Technology Kota, India H. K. Sardana Central Scientific Instruments Organization (CSIR), India Haimonti Dutta State University of New York at Buffalo, USA Ioannis Pitas Aristotle University of Thessaloniki, Greece Jalel Ben-Othman CerraCap Ventures, France Jayendra Kumar Vellore Institute of Technology, India John Jose Indian Institute of Technology Guwahati, India José Mario de Martino Campinas State University, Brazil Joseph Gladwin SSN College of Engineering, India Jukka K. Nurminen University of Helsinki, Finland Jupitara Hazarika National Institute of Technology Silchar, India K. K. Shukla Indian Institute of Technology Banaras, India K. Vivekanandan Pondicherry Engineering College Puducherry, India Kamran Arshad Ajman University, UAE Karthikeyan Subramanian Sohar College of Applied Sciences, Oman
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