Intelligent Computing and Networking: Proceedings of IC-ICN 2020

302 Pages·2021·10.075 MB·English

by  Valentina Emilia Balas, Vijay Bhaskar Semwal, Anand Khandare, Megharani Patil

Lecture Notes in Networks and Systems 146
Valentina Emilia Balas
Vijay Bhaskar Semwal
Anand Khandare
Megharani Patil   Editors
Intelligent
Computing and
Networking
Proceedings of IC-ICN 2020
Lecture Notes in Networks and Systems
Volume 146
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Fernando Gomide, Department of Computer Engineering and Automation—DCA,
SchoolofElectricalandComputerEngineering—FEEC,UniversityofCampinas—
UNICAMP, São Paulo, Brazil
Okyay Kaynak, Department of Electrical and Electronic Engineering,
Bogazici University, Istanbul, Turkey
Derong Liu, Department of Electrical and Computer Engineering, University
of Illinois at Chicago, Chicago, USA, Institute of Automation, Chinese Academy
of Sciences, Beijing, China
Witold Pedrycz, Department of Electrical and Computer Engineering,
University of Alberta, Alberta, Canada, Systems Research Institute,
Polish Academy of Sciences, Warsaw, Poland
Marios M. Polycarpou, Department of Electrical and Computer Engineering,
KIOSResearchCenterforIntelligentSystemsandNetworks,UniversityofCyprus,
Nicosia, Cyprus
Imre J. Rudas, Óbuda University, Budapest, Hungary
Jun Wang, Department of Computer Science, City University of Hong Kong,
Kowloon, Hong Kong
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Valentina Emilia Balas Vijay Bhaskar Semwal
(cid:129) (cid:129)
Anand Khandare Megharani Patil
(cid:129)
Editors
Intelligent Computing
and Networking
Proceedings of IC-ICN 2020
123
Editors
Valentina EmiliaBalas VijayBhaskar Semwal
AurelVlaicu University of Arad National Institute ofTechnology Rourkela
Arad,Romania Rourkela, Odisha, India
Anand Khandare MegharaniPatil
Thakur Collegeof Engineering Thakur Collegeof Engineering
andTechnology andTechnology
Mumbai,India Mumbai,India
ISSN 2367-3370 ISSN 2367-3389 (electronic)
Lecture Notesin Networks andSystems
ISBN978-981-15-7420-7 ISBN978-981-15-7421-4 (eBook)
https://doi.org/10.1007/978-981-15-7421-4
©SpringerNatureSingaporePteLtd.2021
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Organizing Committee
Chief Patron
Mr. V. K. Singh, Chairman
Patrons
Mrs. Karishmma V. Mangal, Secretary
Mr. Karan V. Singh, CEO
Organizing Program Chairs
Dr. B. K. Mishra, Principal, TCET
Dr. Deven Shah, Vice-Principal, TCET
Program Co-chairs (IC-ICN 2020)
Dr. R. R. Sedamkar, Dean, Academic
Dr. Kamal Shah, Dean, R&D
v
vi OrganizingCommittee
Convenor
Dr. Sheetal Rathi, Professor, HOD-COMP
Joint Convenor
Dr. Rajesh Bansode, Professor, HOD-IT
Technical Program Committee
Dr. Sateesh Kumar, Associate Professor, Department of CSE, IIT, Roorkee
Dr. Vijay Bhaskar Semwal, Assistant Professor, NIT, Bhopal, Madhya Pradesh
Dr. Padmaja Joshi, Director, CDAC, Mumbai, India
Dr. Suneeta Agarwal, Professor, NIT, Allahabad
Dr. Dusko Lukac, CCEC—Centre of Competence, Germany
Dr. Alveen Singh, Durban University of Technology, South Africa
Prof. Valentina Emilia Balas, Ph.D., Aurel Vlaicu University of Arad
Dr. Selwyn Piramuthu, Professor, Information Systems, University of Florida
Overall Coordinator
Dr. Anand Khandare, Associate Professor, COMP
Preface
The International Conference on Intelligent Computing and Networking (IC-ICN
2020) is an international conference scheduled on February 28–29, 2020.
Thisistheeleventheventintheseriesofinternationalconferencesorganizedby
Thakur College of Engineering and Technolgy (TCET), Mumbai under the
umbrella of MULTICON-W since the first event ICWET 2010. This event is
organized in view of strengthening the research culture among its stakeholders
which include students, faculty, and industry. The conference provides a platform
to the authors and attendees for collaborations and networking among universities
and institutions from India and foreign for promoting trending technologies and
research.Itaimstopromoteresearchwhichisbasicaswellasadvancedtoconvert
applied investigation into practice. Moreover, need of the time is technological
development in the areas of intelligent systems and communication engineering
whichcansimplifyourlifeintheeco-friendlyenvironmentwithbetterconnectivity
and security. In the conference, one can present research papers, technical papers,
case studies, best and innovative practices, engineering concepts and designs. The
Eleventh Annual International Conference, IC-ICN 20 has affiliation with Scopus
Indexed journal for intelligent systems, leading publication house like Springer,
TataMcGrawHill,IOSR,andConferenceproceedingwithISBNnumber.Itserves
as a premier platform that gathers all academicians, researchers, and professionals,
in the relevant engineering disciplines and domains, to showcase their research
contributions.Notjustinculcatingtheresearchculture,theconferencealsoprovides
a flavor of lectures by eminent speakers from different areas and panel discussion
by industry people. IC-ICN 20 has gained wide publicity through Web site, social
mediacoverage,andvisitsdonetovariouscollegesbytheteamoffacultymembers
and our well-wishers. As a result, this event has got overwhelming response.
TCET has strong belief in quality and relation building. A lot of care has been
taken for branding the event such as logistic support required for the event, com-
pilationandprintingofconferenceproceeding,andsouvenir.Efforthasbeentaken
tomakethedelegatesfeelathomethoughawayfromhomewiththeconfidenceof
doing something for the development of nation.
vii
viii Preface
Till date, under the banner of ICWET and Multicon-W, more than 50 confer-
ences, over 250 tracks and 4000 papers have been presented and published in the
proceedings with ISBN numbers. The event will comprise four conferences and
threeworkshopswithmultipletracks.Around5000participantsanddelegateshave
attendedthisevent.Duringthesetwodays,therewereabout235presentationsfrom
national as well as international researchers and industrial personnel and idea
presentations with deliberation by the delegates. Our best wishes and good luck to
all.
We thank all the members of the organizing and editorial committee for sup-
porting the event and extending their cooperation to make it a grand successful
event.
Team-IC-ICN 2020
TCET
Mumbai, India
Contents
Exploiting Processor Variability for Efficient Application Mapping. . . . 1
Akash Yadav, Mushtaq Ahmed, and Daitule Omkar Vilas
GeneticAlgorithm forFeatureSelection and Parameter Optimization
to Enhance Learning on Framingham Heart Disease Dataset . . . . . . . . 11
Shiwani Gupta and R. R. Sedamkar
Secured Crowdfunding Platform Using Blockchain . . . . . . . . . . . . . . . . 27
Megha Sahu, Ashish Gangaramani, and Asha Bharambe
Review of Wireless Sensor Network Security Schemes. . . . . . . . . . . . . . 41
Vaibhav D. Dabhade and A. S. Alvi
Development of Agriculture Field Using Machine Learning. . . . . . . . . . 53
Rupali A. Meshram and A. S. Alvi
Security Issues in Cloud Computing . . . . . . . . . . . . . . . . . . . . . . . . . . . 63
Akram H. Shaikh and B. B. Meshram
Categorization of Plant Leaf Using CNN . . . . . . . . . . . . . . . . . . . . . . . . 79
Suhasini Parvatikar and Deepa Parasar
Harvest Treasure: Prediction of Best Crop Yield. . . . . . . . . . . . . . . . . . 91
Gresha S. Bhatia, Simran Bhagwandasani, Rahul Bhatia, Urjita Bedekar,
and Pranit Naik
A Fuzzy Expert System for Malaria Disease Detection. . . . . . . . . . . . . . 101
Swati Jayade, D. T. Ingole, and Manik D. Ingole
Data Sharing Over the Cloud Based on Ring Signature. . . . . . . . . . . . . 113
Priti Rumao, Mamta Meena, and Samidha Kurle
Data Analytics on Columnar Databases in Big Data Environment. . . . . 125
Priyanka Bandagale and Vinayak Ashok Bharadi
ix