Table Of ContentArup 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
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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
