Advances in Data Sciences, Security and Applications: Proceedings of ICDSSA 2019

466 Pages·2020·15.315 MB·English

by  Vanita Jain, Gopal Chaudhary, M. Cengiz Taplamacioglu, M. S. Agarwal

Lecture Notes in Electrical Engineering 612
Vanita Jain
Gopal Chaudhary
M. Cengiz Taplamacioglu
M. S. Agarwal   Editors
Advances in
Data Sciences,
Security and
Applications
Proceedings of ICDSSA 2019
Lecture Notes in Electrical Engineering
Volume 612
SeriesEditors
LeopoldoAngrisani,DepartmentofElectricalandInformationTechnologiesEngineering,UniversityofNapoli
FedericoII,Naples,Italy
MarcoArteaga,DepartamentdeControlyRobótica,UniversidadNacionalAutónomadeMéxico,Coyoacán,
Mexico
BijayaKetanPanigrahi,ElectricalEngineering,IndianInstituteofTechnologyDelhi,NewDelhi,Delhi,India
SamarjitChakraborty,FakultätfürElektrotechnikundInformationstechnik,TUMünchen,Munich,Germany
JimingChen,ZhejiangUniversity,Hangzhou,Zhejiang,China
ShanbenChen,MaterialsScienceandEngineering,ShanghaiJiaoTongUniversity,Shanghai,China
TanKayChen,DepartmentofElectricalandComputerEngineering,NationalUniversityofSingapore,
Singapore,Singapore
RüdigerDillmann,HumanoidsandIntelligentSystemsLab,KarlsruheInstituteforTechnology,Karlsruhe,
Baden-Württemberg,Germany
HaibinDuan,BeijingUniversityofAeronauticsandAstronautics,Beijing,China
GianluigiFerrari,UniversitàdiParma,Parma,Italy
ManuelFerre,CentreforAutomationandRoboticsCAR(UPM-CSIC),UniversidadPolitécnicadeMadrid,
Madrid,Spain
SandraHirche,DepartmentofElectricalEngineeringandInformationScience,TechnischeUniversität
München,Munich,Germany
FaryarJabbari,DepartmentofMechanicalandAerospaceEngineering,UniversityofCalifornia,Irvine,CA,
USA
LiminJia,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
JanuszKacprzyk,SystemsResearchInstitute,PolishAcademyofSciences,Warsaw,Poland
AlaaKhamis,GermanUniversityinEgyptElTagamoaElKhames,NewCairoCity,Egypt
TorstenKroeger,StanfordUniversity,Stanford,CA,USA
QilianLiang,DepartmentofElectricalEngineering,UniversityofTexasatArlington,Arlington,TX,USA
FerranMartin,Departamentd’EnginyeriaElectrònica,UniversitatAutònomadeBarcelona,Bellaterra,
Barcelona,Spain
TanCherMing,CollegeofEngineering,NanyangTechnologicalUniversity,Singapore,Singapore
WolfgangMinker,InstituteofInformationTechnology,UniversityofUlm,Ulm,Germany
PradeepMisra,DepartmentofElectricalEngineering,WrightStateUniversity,Dayton,OH,USA
SebastianMöller,QualityandUsabilityLab,TUBerlin,Berlin,Germany
SubhasMukhopadhyay,SchoolofEngineering&AdvancedTechnology,MasseyUniversity,
PalmerstonNorth,Manawatu-Wanganui,NewZealand
Cun-ZhengNing,ElectricalEngineering,ArizonaStateUniversity,Tempe,AZ,USA
ToyoakiNishida,GraduateSchoolofInformatics,KyotoUniversity,Kyoto,Japan
FedericaPascucci,DipartimentodiIngegneria,UniversitàdegliStudi“RomaTre”,Rome,Italy
YongQin,StateKeyLaboratoryofRailTrafficControlandSafety,BeijingJiaotongUniversity,Beijing,China
GanWoonSeng,SchoolofElectrical&ElectronicEngineering,NanyangTechnologicalUniversity,
Singapore,Singapore
JoachimSpeidel,InstituteofTelecommunications,UniversitätStuttgart,Stuttgart,Baden-Württemberg,
Germany
GermanoVeiga,CampusdaFEUP,INESCPorto,Porto,Portugal
HaitaoWu,AcademyofOpto-electronics,ChineseAcademyofSciences,Beijing,China
JunjieJamesZhang,Charlotte,NC,USA
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Vanita Jain Gopal Chaudhary
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M. Cengiz Taplamacioglu
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M. S. Agarwal
Editors
Advances in Data Sciences,
Security and Applications
Proceedings of ICDSSA 2019
123
Editors
VanitaJain GopalChaudhary
Bharati Vidyapeeth’s College Bharati Vidyapeeth’s College
of Engineering of Engineering
NewDelhi, Delhi, India NewDelhi, Delhi, India
M.Cengiz Taplamacioglu M.S. Agarwal
Gazi University Indian Institute of Technology Mumbai
Ankara,Turkey Mumbai,Maharashtra, India
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-981-15-0371-9 ISBN978-981-15-0372-6 (eBook)
https://doi.org/10.1007/978-981-15-0372-6
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Preface
This book majorly covers a wide range of data mining, artificial intelligence, and
computational intelligence-related chapters along with their algorithms and appli-
cations of current issues of almost all branches of engineering and technology.
These topics also include the applications of soft computing, security, cloud
computing, big data analytics, and their current trends.
ThechaptersinthisbookgathertheproceedingsoftheInternationalConference
onDataSciences,SecurityandApplications(ICDSSA2019).Thisconferencewas
organized by the Information Technology Department of Bharati Vidyapeeth’s
CollegeofEngineering,NewDelhi,duringMarch7–8,2019.Theconferenceheld
in Bharati Vidyapeeth’s College of Engineering, New Delhi campus.
The ICDSSA 2019 provided an international forum for the presentation of
original research findings, as well as exchange and dissemination of innovative,
practicaldevelopmentexperiencesindifferentfieldsofengineering.Therehasbeen
an overwhelming response, and we have received 210 submissions from different
parts of the country and abroad. Each submission was reviewed by at least two
anonymousreviewers,andatotalof38paperswereacceptedforpublicationinthis
proceedings after the review process on the basis of reviewer comments and
technical program committee.
Theinauguralfunctionoftheconferencetookplaceinthepresenceofrenowned
academicians: Prof. Yogesh Singh, Vice-Chancellor, DTU; Prof. A. P. Mittal,
Member Secretary, AICTE; Prof. V. R. Sule, IIT Bombay, Mumbai; Ms. Nidhi
Bansal, Scientist G, DRDO; and Dr. Bharat Rawal, Penn State University,
Pennsylvania, USA.
Many distinguished personalities such as Prof. Navin Rajpal, University
School of Information, Communication and Technology, GGSIPU, New Delhi;
Prof. Smriti Srivastava, Netaji Subhas University of Technology, New Delhi;
Prof. Amit Prakash, University School of Information, Communication and
Technology, GGSIPU; Prof. Afshar Alam, Jamia Hamdard, Deemed to be
University;Dr.A.K.Mohapatra,IGDTUW,NewDelhi;Dr.RajeevSharma,DST,
and many more graced the occasion as distinguished speakers, session chairs,
panelist for panel discussions, etc. during the conference days.
v
vi Preface
Mr. Aninda Bose, Senior Editor, Hard Sciences, Springer, delivered a keynote
sessiononToolsofScientificPublishing.Wealsoorganizedthreeplenarysessions:
first by Dr. Bharat Rawal, Penn State University, Pennsylvania, USA, on the
Application of Split Computing Paradigm and other two sessions by Dr. Chuck
Easttom, Computer Expert based at Texas, USA, on “Cryptographic Backdoors”
and “S-Box Design.”
Our sincere thanks to Dr. Vishwajeet Kadam, Secretary, Bharati Vidyapeeth
Deemed University, Pune; Prof. Shivajirao Kadam, Pro-Chancellor, Bharati
Vidyapeeth Deemed University, Pune; Prof. Manikrao Salunkhe, Vice-Chancellor,
Bharati Vidyapeeth Deemed University, Pune; Shri C. B. Sawant; and Prof.
Dharmender Saini, Principal, Bharati Vidyapeeth’s College of Engineering,
New Delhi, for their excellent support and encouragement to organize this con-
ference of such magnitude.
We appreciate the work of all the reviewers, session chairs, and members of
different committees for their support and expertise.
Lastly, we also thank all the authors and participants for their contributions.
Theirtechnicalcontributionsmadeourproceedingsrichandpraiseworthy.Wehope
that readers will find the chapters useful and interesting.
Our sincere thanks to all sponsors, press, print, and electronic media for their
excellent coverage of the conference.
New Delhi, India Vanita Jain
New Delhi, India Gopal Chaudhary
Ankara, Turkey M. Cengiz Taplamacioglu
Mumbai, India M. S. Agarwal
Contents
Classification and Analysis of Real-World Earthquake Data Using
Various Machine Learning Algorithms . . . . . . . . . . . . . . . . . . . . . . . . . 1
Manka Vasti and Amita Dev
Crime Data Set Analysis Using Formal Concept Analysis (FCA):
A Survey . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15
Prerna Kapoor, Prem Kumar Singh and Aswani Kumar Cherukuri
Analyzing the Patterns of Delhi’s Air Pollution . . . . . . . . . . . . . . . . . . . 33
Shally Sharma and Sandeep Mathur
Predictive Analysis of NARX, NLIO, and RNN Networks
for Short-Term Wind Power Forecasting. . . . . . . . . . . . . . . . . . . . . . . . 45
Tushar Srivastava and M. M. Tripathi
Training Data on Recursive Parallel Processors for Deep Learning. . . . 63
Shipra Raheja and Rajiv Chopra
Advanced Anti-theft and Accident Alert System for Two-Wheelers
Using Location-Based Services . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 73
Aditya Arora, Ekagrata Sharma, Manasi Dogra, Neha Paggowal
and Jolly Parikh
A Data Analytics Framework for Decision-Making in Agriculture. . . . . 85
Sudha Shankar, Madhuri Rao, Prajwala Shetty, Jui Thombre
and Harshita Manek
DesignFlawsandCryptanalysisofaStandardMutualAuthentication
Protocol for Cloud Computing-Based Healthcare System. . . . . . . . . . . . 99
Adesh Kumari, M. Yahya Abbasi, Vinod Kumar and Mansaf Alam
Cognitive Radio Based Environmental Health Monitoring
and Regulation System for Toxic Gases . . . . . . . . . . . . . . . . . . . . . . . . . 111
Deependra Pandey
vii
viii Contents
How to Help Johnny to Travel in a Brimming Train?. . . . . . . . . . . . . . 123
VanitaJain,GopalChaudhary,NalinLuthra,AkshitRaoandHarmanJolly
Soft Computing Paradigms Based Clustering in Wireless Sensor
Networks: A Survey. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 133
Richa Sharma, Vasudha Vashisht and Umang Singh
ANN Model for Liver Disorder Detection . . . . . . . . . . . . . . . . . . . . . . . 161
Shubham Dhingra, Ishaan Singh, R. Subburaj and Shalini Diwakar
Design Flaws and Cryptanalysis of Elliptic Curve
Cryptography-Based Lightweight Authentication Scheme
for Smart Grid Communication. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 169
Vinod Kumar, Akber Ali Khan and Musheer Ahmad
Distributed Authentication Security for IOT Using DASS
and LOKI91. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 181
Santosh Kumar Sharma and Bonomali Khuntia
Macro Factors Affecting Cloud Computing Readiness:
A Cross-Country Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197
Samit Tripathy and Amalendu Jyotishi
Controller Area Network for Battlefield-of-Things. . . . . . . . . . . . . . . . . 211
S. Sundeep Desai, Vincent Varghese and Manisha J. Nene
An Experimental Approach to Unravel Effects of Malware
on System Network Interface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
Sikiru Olanrewaju Subairu, John Alhassan, Sanjay Misra,
Olusola Abayomi-Alli, Ravin Ahuja, Robertas Damasevicius
and Rytis Maskeliunas
Smart Ticketing for Academic Campus Shuttle Transportation
System Based on RFID . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 237
Olusola Abayomi-Alli, Modupe Odusami, Richard Chima, Sanjay Misra,
Ravin Ahuja, Robertas Damasevicius and Rytis Maskeliunas
Design of Big Data Privacy Framework—A Balancing Act . . . . . . . . . . 253
P. Geetha, Chandrakant Naikodi and Suresh Lakshmi Narasimha Setty
Robust Speaker Recognition Based on Low-Level- and
Prosodic-Level-Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 267
S. M. Jagdale, A. A. Shinde and J. S. Chitode
Classification of Astronomical Objects Using Various Machine
Learning Techniques . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275
Siddharth Sharma and Ruchi Sharma
Soundex Algorithm for Hindi Language Names. . . . . . . . . . . . . . . . . . . 285
Rahul Anand, Rohan Mahajan, Nimish Verma and Prabhnoor Singh
Contents ix
How Do Innovation Lifecycle Phases Affect the Innovation
Success of IT Firms? . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295
Senthilkumar Thangavelu and Amalendu Jyotishi
Behavioral Analysis of Active Facebook Users Using
the NEO PI-R Model . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 307
Suhelbeer Singh Sandhu, Ankit Gupta and Garima Srivastav
Forecasting Air Quality of Delhi Using ARIMA Model . . . . . . . . . . . . . 315
Gourav, Jusleen Kaur Rekhi, Preeti Nagrath and Rachna Jain
ETSP: Enhanced Trust-Based Security Protocol to Handle Blackhole
Attacks in Opportunistic Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . 327
Deepak Kumar Sharma, Saksham Agarwal, Sagar Pasrija
and Sachin Kumar
Proposed Model for Distributed Storage Automation System
Using Kubernetes Operators . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 341
Ashish Sharma, Sarita Yadav, Neha Gupta, Shafali Dhall
and Shikha Rastogi
A Feature-BasedKinshipVerificationTechniqueUsingConvolutional
Neural Network . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 353
Apoorv Jain, Naman Bhagat, Varun Srivastava, Priyanshu Tyagi
and Pragya Jain
Image Encryption Using Permutation–Diffusion Approach . . . . . . . . . . 363
Rachna Tewani, Yash Garg, Jasmeet Singh Bagga, Akash Singh
and Rahul Bhalsodia
Facial Recognition Using Deep Learning . . . . . . . . . . . . . . . . . . . . . . . . 375
Neelabh Shanker Singh, S. Hariharan and Monika Gupta
Implications of Job Loading and Scheduling Structures on Machine
Memory Effectiveness. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 383
Abraham Ayegba Alfa, Sanjay Misra, Francisca N. Ogwueleka,
Ravin Ahuja, Adewole Adewumi, Robertas Damasevicius
and Rytis Maskeliunas
Comparative Study of the Electrical Energy Consumption
and Cost for a Residential Building on Fully AC Loads Vis-a-Vis
One on Fully DC Loads . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 395
Oluwasikemi Ogunleye, Adeyemi Alabi, Sanjay Misra,
Adewole Adewumi, Ravin Ahuja and Robertas Damasevicius
Analysis and Vulnerability Assessment of Various Models
and Frameworks in Cloud Computing. . . . . . . . . . . . . . . . . . . . . . . . . . 407
Narendra Mishra, R. K. Singh and Sumit Kumar Yadav