Table Of ContentLecture Notes in Electrical Engineering 597
Pradeep Kumar Singh
Arpan Kumar Kar
Yashwant Singh
Maheshkumar H. Kolekar
Sudeep Tanwar Editors
Proceedings
of ICRIC
2019
Recent Innovations in Computing
Lecture Notes in Electrical Engineering
Volume 597
Series Editors
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,Palmerston
North,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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Sudeep Tanwar
Editors
Proceedings of ICRIC 2019
Recent Innovations in Computing
123
Editors
Pradeep KumarSingh Arpan KumarKar
Department ofComputer Science Indian Institute of Technology Delhi
andEngineering NewDelhi, Delhi, India
JaypeeUniversity ofInformation
Technology MaheshkumarH.Kolekar
Waknaghat, Himachal Pradesh, India Indian Institute of Technology Patna
Patna, Bihar, India
Yashwant Singh
Central University of Jammu
Jammu,Jammu andKashmir, India
Sudeep Tanwar
Institute of Technology
Nirma University
Ahmedabad, Gujarat, India
ISSN 1876-1100 ISSN 1876-1119 (electronic)
Lecture Notesin Electrical Engineering
ISBN978-3-030-29406-9 ISBN978-3-030-29407-6 (eBook)
https://doi.org/10.1007/978-3-030-29407-6
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Preface
TheSecondInternationalConferenceonRecentInnovationsinComputing(ICRIC
2019) targeted researchers from different domains of advanced computing, intelli-
gent networking, image processing and computer vision, e-learning, cloud and big
data,securityandprivacy,andDigitalIndiaonasingleplatform toshowcasetheir
research ideas. The conference aims to be an annual ongoing event inviting
researchers to exchange their ideas and thoughts. We hope that it will continue
evolving and contributing in the field of computing technologies. The Second
International Conference on Recent Innovations in Computing (ICRIC 2019) was
hosted by Central University of Jammu, J&K, India, during March 8–9, 2019. We
are thankful to our valuable authors for their contribution and our Technical
Program Committee for their immense support and motivation toward making the
2nd ICRIC 2019 a grand success. We are also grateful to our eminent speakers:
Prof. Dr. Devesh C Jinwala, Professor, IIT Jammu, J&K; Mr. Amit Sharma,
Additional Director, DRDO, India, for his Cybersecurity Talk; and Dr. Zdzislaw
Polkowski,JanWyzykowskiUniversity,Polkowice,Poland,fordeliveringhistalk
on importance of cloud technologies in SMEs. We are also thankful to the vice
chancellor of the university, Prof. Ashok Aima, for extending his support to make
this event happen.
We are also thankful to our various session chairs for sharing their technical
sessions and enlightening the delegates of the conference. We want to express our
thanks to Dr. Harsh K. Verma, Prof. Suchita Upadhaya, Dr. Arvind Selwal,
Dr.ManojKr.Gupta,Dr.DeeptiMalhotra,Dr.JitenderManhas,Dr.BhavnaArora,
v
vi Preface
Dr. Sudhanshu Tyagi, Prof. Devanand, and many more professors for spending
their valuable time during the paper presentations. Selected papers were presented
in various parallel tracks in six sessions during two days of conference.
Waknaghat, India Pradeep Kumar Singh
New Delhi, India Arpan Kumar Kar
Jammu, India Yashwant Singh
Patna, India Maheshkumar H. Kolekar
Ahmedabad, India Sudeep Tanwar
March 2019
Contents
Advanced Computing
Predictive Analysis of Absenteeism in MNCS Using Machine
Learning Algorithm . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3
Krittika Tewari, Shriya Vandita and Shruti Jain
IoT Based Healthcare Kit for Diabetic Foot Ulcer . . . . . . . . . . . . . . . . . 15
Punit Gupta, Anushka Pandey, Poonia Akshita and Anshul Sharma
Context—Aware Smart Reliable Service Model for Intelligent
Transportation System Based on Ontology . . . . . . . . . . . . . . . . . . . . . . 23
M. Swarnamugi and R. Chinnaiyan
Static, Dynamic and Intrinsic Features Based Android Malware
Detection Using Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . 31
Bilal Ahmad Mantoo and Surinder Singh Khurana
Machine Learning: A Review of the Algorithms
and Its Applications . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 47
Devanshi Dhall, Ravinder Kaur and Mamta Juneja
Deep Neural Networks for Diagnosis of Osteoporosis: A Review . . . . . . 65
Insha Majeed Wani and Sakshi Arora
Predicting Drug Target Interactions Using Dimensionality
Reduction with Ensemble Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79
Kanica Sachdev and Manoj K. Gupta
Integration of Fog Computing and Internet of Things:
An Useful Overview . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 91
G. Rekha, Amit Kumar Tyagi and Nandula Anuradha
Review of Machine Learning Techniques in Health Care . . . . . . . . . . . 103
Rohan Pillai, Parita Oza and Priyanka Sharma
vii
viii Contents
A Review of IoT Techniques and Devices: Smart Agriculture
Perspective . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113
Deep Rani and Nagesh Kumar
A Review of Scheduling Algorithms in Hadoop . . . . . . . . . . . . . . . . . . . 125
Anil Sharma and Gurwinder Singh
Cellular Level Based Deep Learning Framework for Early Detection
of Dysplasia in Oral Squamous Epithelium . . . . . . . . . . . . . . . . . . . . . . 137
Rachit Kumar Gupta, Mandeep Kaur and Jatinder Manhas
Internet of Things-Based Hardware and Software for Smart
Agriculture: A Review . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 151
Brij Bhushan Sharma and Nagesh Kumar
Smart Approach for Real-Time Gender Prediction of European
School’s Principal Using Machine Learning. . . . . . . . . . . . . . . . . . . . . . 159
Yatish Bathla, Chaman Verma and Neerendra Kumar
GPU and CUDA in Hard Computing Approaches:
Analytical Review. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 177
Hardik Singh, Raavi Sai Venkat, Sweta Swagatika and Sanjay Saxena
IoT-Based Home Automation with Smart Fan and AC Using
NodeMCU . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 197
Raj Desai, Abhishek Gandhi, Smita Agrawal, Preeti Kathiria
and Parita Oza
Sampling Approaches for Imbalanced Data Classification Problem
in Machine Learning . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 209
Shivani Tyagi and Sangeeta Mittal
Sentiment Analysis and Mood Detection on an Android Platform
Using Machine Learning Integrated with Internet of Things . . . . . . . . . 223
Diksha Kushawaha, Debalina De, Vandana Mohindru
and Anuj Kumar Gupta
Predictive Strength of Selected Classification Algorithms
for Diagnosis of Liver Disease . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 239
Prateek Singh, Deepak Chahal and Latika Kharb
A Review of Applications, Approaches, and Challenges
in Internet of Things (IoT). . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 257
Anil Sharma and Renu Sharma
Intellegent Networking
Web Search Personalization Using Semantic Similarity Measure. . . . . . 273
Sunny Sharma and Vijay Rana
Contents ix
Efficient Data Transmission in Wireless Sensor Networks . . . . . . . . . . . 289
Brahm Prakash Dahiya, Shaveta Rani and Paramjeet Singh
Lifetime Improvement in Wireless Sensor Networks Using Hybrid
Grasshopper Meta-Heuristic. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 305
Brahm Prakash Dahiya, Shaveta Rani and Paramjeet Singh
Routing Topologies and Architecture in Cognitive Radio Vehicular
Ad hoc Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 321
Priya Bakshi, Prabhat Thakur and Payal Patial
Parameter Optimization Using PSO for Neural Network-Based
Short-Term PV Power Forecasting in Indian Electricity Market . . . . . . 331
Harendra Kumar Yadav, Yash Pal and M. M. Tripathi
Exploring the Effects of Sybil Attack on Pure Ad Hoc Deployment
of VANET . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 349
Nishtha and Manu Sood
Analysis and Design of WDM Optical OFDM System with Coherent
Detection Using Different Channel Spacing . . . . . . . . . . . . . . . . . . . . . . 365
Sakshi Sharma, Davinder Parkash and Sukhpreet Singh
Design and Investigation of Multiple TX/RX FSO Systems
Under Different Weather Conditions . . . . . . . . . . . . . . . . . . . . . . . . . . . 377
Shubham Mahajan, Davinder Parkash and Harjeevan Singh
Dynamic Distance Based Lifetime Enhancement Scheme
for HWSN . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 389
SumitKumarGupta,SachinKumar,SudhanshuTyagiandSudeepTanwar
On Security of Opportunistic Routing Protocol in Wireless
Sensor Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 407
Archana Sharma and Yashwant Singh
The Significance of Using NDN in MANET . . . . . . . . . . . . . . . . . . . . . . 421
MoslehHamoudAl-Adhaileh,FarkhanaMuchtar,AbdulHananAbdullah
and Pradeep Kumar Singh
Using NDN in Improving Energy Efficiency of MANET . . . . . . . . . . . . 439
Farkhana Muchtar, Pradeep Kumar Singh, Raaid Alubady,
Ili Najaa Aimi Mohd Nordin, Radzi Ambar, Mohd Najwadi Yusoff,
Deris Stiawan and Mosleh Hamoud Al-Adhaileh
Image Processing and Computer Vision
Fingerprint Biometric Template Security Schemes:
Attacks and Countermeasures . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 455
Reza Mehmood and Arvind Selwal
