Lecture 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 ThebookseriesLectureNotesinElectricalEngineering(LNEE)publishesthelatestdevelopmentsin Electrical Engineering - quickly, informally and in high quality. 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To submit a proposal or request further information, please contact the Publishing Editor in your country: China JasmineDou,AssociateEditor([email protected]) India AnindaBose,SeniorEditor([email protected]) Japan TakeyukiYonezawa,EditorialDirector([email protected]) SouthKorea Smith(Ahram)Chae,Editor([email protected]) SoutheastAsia RameshNathPremnath,Editor([email protected]) USA,Canada: MichaelLuby,SeniorEditor([email protected]) AllotherCountries: LeontinaDiCecco,SeniorEditor([email protected]) **Indexing:ThebooksofthisseriesaresubmittedtoISIProceedings,EI-Compendex,SCOPUS, MetaPress,WebofScienceandSpringerlink** Moreinformationaboutthisseriesathttp://www.springer.com/series/7818 Pradeep Kumar Singh Arpan Kumar Kar (cid:129) (cid:129) Yashwant Singh Maheshkumar H. Kolekar (cid:129) (cid:129) 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 ©SpringerNatureSwitzerlandAG2020 Thisworkissubjecttocopyright.AllrightsarereservedbythePublisher,whetherthewholeorpart of the 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 orinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilarordissimilar methodologynowknownorhereafterdeveloped. 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ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSwitzerlandAG Theregisteredcompanyaddressis:Gewerbestrasse11,6330Cham,Switzerland 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