Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences: PCCDS 2022 PDF
Preview Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences: PCCDS 2022
Algorithms for Intelligent Systems Series Editors: Jagdish Chand Bansal · Kusum Deep · Atulya K. Nagar Rajendra Prasad Yadav Satyasai Jagannath Nanda Prashant Singh Rana Meng-Hiot Lim Editors Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences PCCDS 2022 Algorithms for Intelligent Systems SeriesEditors JagdishChandBansal,DepartmentofMathematics,SouthAsianUniversity, NewDelhi,Delhi,India KusumDeep,DepartmentofMathematics,IndianInstituteofTechnologyRoorkee, Roorkee,Uttarakhand,India AtulyaK.Nagar,SchoolofMathematics,ComputerScienceandEngineering, LiverpoolHopeUniversity,Liverpool,UK Thisbookseriespublishesresearchontheanalysisanddevelopmentofalgorithms for intelligent systems with their applications to various real world problems. It covers research related to autonomous agents, multi-agent systems, behavioral modeling, reinforcement learning, game theory, mechanism design, machine learning, meta-heuristic search, optimization, planning and scheduling, artificial neural networks, evolutionary computation, swarm intelligence and other algo- rithmsforintelligentsystems. The book series includes recent advancements, modification and applications of the artificial neural networks, evolutionary computation, swarm intelligence, artificial immune systems, fuzzy system, autonomous and multi agent systems, machine learning and other intelligent systems related areas. The material will be beneficial for the graduate students, post-graduate students as well as the researchers who want a broader view of advances in algorithms for intelligent systems. The contents will also be useful to the researchers from other fields who have no knowledge of the power of intelligent systems, e.g. the researchers in the field of bioinformatics, biochemists, mechanical and chemical engineers, economists,musiciansandmedicalpractitioners. The series publishes monographs, edited volumes, advanced textbooks and selectedproceedings. IndexedbyzbMATH. All books published in the series are submitted for consideration in Web of Science. · Rajendra Prasad Yadav · · Satyasai Jagannath Nanda Prashant Singh Rana Meng-Hiot Lim Editors Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences PCCDS 2022 Editors RajendraPrasadYadav SatyasaiJagannathNanda DepartmentofElectronics DepartmentofElectronics andCommunicationEngineering andCommunicationEngineering MalaviyaNationalInstituteofTechnology MalaviyaNationalInstituteofTechnology Jaipur,Rajasthan,India Jaipur,Rajasthan,India PrashantSinghRana Meng-HiotLim DepartmentofComputerScience SchoolofElectricalandElectronic andEngineering Engineering ThaparInstituteofEngineering NanyangTechnologicalUniversity andTechnology Singapore,Singapore Patiala,Punjab,India ISSN 2524-7565 ISSN 2524-7573 (electronic) AlgorithmsforIntelligentSystems ISBN 978-981-19-8741-0 ISBN 978-981-19-8742-7 (eBook) https://doi.org/10.1007/978-981-19-8742-7 ©TheEditor(s)(ifapplicable)andTheAuthor(s),underexclusivelicensetoSpringerNature SingaporePteLtd.2023 Thisworkissubjecttocopyright.AllrightsaresolelyandexclusivelylicensedbythePublisher,whether thewholeorpartofthematerialisconcerned,specificallytherightsoftranslation,reprinting,reuse ofillustrations,recitation,broadcasting,reproductiononmicrofilmsorinanyotherphysicalway,and transmissionorinformationstorageandretrieval,electronicadaptation,computersoftware,orbysimilar ordissimilarmethodologynowknownorhereafterdeveloped. Theuseofgeneraldescriptivenames,registerednames,trademarks,servicemarks,etc.inthispublication doesnotimply,evenintheabsenceofaspecificstatement,thatsuchnamesareexemptfromtherelevant protectivelawsandregulationsandthereforefreeforgeneraluse. Thepublisher,theauthors,andtheeditorsaresafetoassumethattheadviceandinformationinthisbook arebelievedtobetrueandaccurateatthedateofpublication.Neitherthepublishernortheauthorsor theeditorsgiveawarranty,expressedorimplied,withrespecttothematerialcontainedhereinorforany errorsoromissionsthatmayhavebeenmade.Thepublisherremainsneutralwithregardtojurisdictional claimsinpublishedmapsandinstitutionalaffiliations. ThisSpringerimprintispublishedbytheregisteredcompanySpringerNatureSingaporePteLtd. The registered company address is: 152 Beach Road, #21-01/04 Gateway East, Singapore 189721, Singapore Preface This book contains outstanding research papers as the proceedings of the Interna- tionalConferenceonParadigmsofCommunication,ComputingandDataSciences (PCCDS2022).PCCDS2022hasbeenorganizedbyMalaviyaNationalInstituteof Technology Jaipur, India, and technically sponsored by Soft Computing Research Society, India. The conference is conceived as a platform for disseminating and exchangingideas,concepts,andresultsofresearchersfromacademiaandindustry to develop a comprehensive understanding of the challenges of the advancements of intelligence in computational viewpoints. This book will help in strengthening congenial networking between academia and industry. We have tried our best to enrichthequalityofthePCCDS2022throughthestringentandcarefulpeer-review process.ThisbookpresentsnovelcontributionstoCommunication,Computingand DataSciencesandservesasreferencematerialforadvancedresearch. PCCDS 2022 received many technical contributed articles from distinguished participants from home and abroad. PCCDS 2022 received 349 research submis- sionsfrom20differentcountries,viz.Bangladesh,China,Germany,Greece,Iceland, India,Indonesia,Malaysia,Mexico,Morocco,Philippines,Poland,Qatar,Romania, Russia,Senegal,Serbia,Spain,Ukraine,andtheUSA.Afteraverystringentpeer- reviewingprocess,only62high-qualitypaperswerefinallyacceptedforpresentation andthefinalproceedings. Jaipur,India RajendraPrasadYadav Jaipur,India SatyasaiJagannathNanda Patiala,India PrashantSinghRana Singapore Meng-HiotLim v Contents 1 OptimizedWatermarkingSchemeforCopyrightProtection ofMedicalImages ............................................. 1 RohitThankiandPurvaJoshi 2 MobileNet + SSD: Lightweight Network for Real-Time DetectionofBasketballPlayer .................................. 11 BanothThulasyaNaikandMohammadFarukhHashmi 3 Modified Hungarian Algorithm-Based User Pairing withOptimalPowerAllocationinNOMASystems ............... 21 SunkaraboinaSreenuandKalpanaNaidu 4 DesignandImplementationofAdvancedRe-Configurable Quantum-Dot Cellular Automata-Based (Q-DCA) n-Bit Barrel-ShifterUsingMultilayer8:1MUXwithReversibility ...... 35 SwarupSarkarandRupsaRoy 5 Recognition of Facial Expressions Using Convolutional NeuralNetworks .............................................. 53 AntonioSarasa-Cabezuelo 6 Identification of Customer Preferences by Using the Multichannel Personalization for Product Recommendations ............................................. 69 B.RamakanthaReddyandR.LokeshKumar 7 APost-disasterRelocationModelforInfectiousPopulation ConsideringMinimizingCostandTimeUnderaPentagonal FuzzyEnvironment ........................................... 79 MayankSinghBhakuni,PoojaBhakuni,andAmritDas 8 TheHiddenEnemy:ABotnetTaxonomy ........................ 93 SnehaPadhiar,AayushyamaanShah,andRiteshPatel vii viii Contents 9 Intelligent Call Prioritization Using Speech Emotion Recognition ................................................... 101 SanjanaAddagarla, RaviAgrawal, DeepDodhiwala, NikahatMulla,andKaisarKatchi 10 The AdaBoost Approach Tuned by SNS Metaheuristics forFraudDetection ........................................... 115 MarkoDjuric, LukaJovanovic, MiodragZivkovic, NebojsaBacanin,MilosAntonijevic,andMarkoSarac 11 PredictionofPneumoniaUsingDeepConvolutionalNeural Network(CNN) ............................................... 129 JashasmitaPalandSubhalaxmiDas 12 State Diagnostics of Egg Development Based ontheNeuro-fuzzyExpertSystem .............................. 143 EugeneFedorov, TetyanaUtkina, TetianaNeskorodieva, andAnastasiiaNeskorodieva 13 AnalysisofDelayin16×16SignedBinaryMultiplier ............ 155 NiharikaBehera,ManoranjanPradhan,andPranabaK.Mishro 14 ReviewofMachineLearningforAntennaSelectionandCSI FeedbackinMulti-antennaSystems ............................. 165 GarrouaniYassine, AlamiHassaniAicha, MrabtiFatiha, andDhassiYounes 15 Cassava Leaf Disease Detection Using Ensembling ofEfficientNet,SEResNeXt,ViT,DeITandMobileNetV3 Models ....................................................... 183 HrishikeshKumar,SanjayVelu,AreLokesh,KuruguntlaSuman, andSrilathaChebrolu 16 SceneSegmentationandBoundaryEstimationinPrimary VisualCortex ................................................. 195 SatyabratMallaBujarBaruah,AdilZafarLaskar,andSoumikRoy 17 Dynamic Thresholding with Short-Time Signal Features inContinuousBanglaSpeechSegmentation ..................... 205 MdMijanurRahmanandMahnumaRahmanRinty 18 FastAdaptiveImageDehazingandDetailsEnhancement ofHazyImages ............................................... 215 BallaPavanKumar,ArvindKumar,andRajooPandey 19 Review on Recent Advances in Hearing Aids: A Signal ProcessingPerspective ......................................... 225 R.VanithaDeviandVasundhara Contents ix 20 HierarchicalEarthquakePredictionFramework ................. 241 DiptiRana, CharmiShah, YaminiKabra, UmmulkiramDaginawala,andPranjalTibrewal 21 Classification Accuracy Analysis of Machine Learning AlgorithmsforGearboxFaultDiagnosis ......................... 255 SunilChoudhary,NareshK.Raghuwanshi,andVikasSharma 22 Stock Price Forecasting Using Hybrid Prophet—LSTM ModelOptimizedbyBPNN .................................... 265 DeeptiPatnaik,N.V.JagannadhaRao,andBrajabandhuPadhiari 23 IdentificationofGeneticallyCloselyRelatedPeanutVarieties UsingDeepLearning:TheCaseofFlower-RelatedVarieties11 .... 273 AtoumaneSene,AmadouDahirouGueye,andIssaFaye 24 EfficientColorImageSegmentationofLowLightandNight Time Image Enhancement Using Novel 2DTU-Net andFM2CMSegmentationAlgorithm ........................... 285 ChandanaKumariandAbhijitMustafi 25 AnArchitecturetoDevelopanAutomatedExpertFinding SystemforAcademicEvents ................................... 297 HarshadaV.TalnikarandSnehalataB.Shirude 26 ASeismcityDeclusteringModelBasedonWeightedKernel FCMAlongwithDPCAlgorithm ............................... 307 AshishSharmaandSatyasaiJagannathNanda 27 Wearable Small, Narrow Band, Conformal, Low-Profile AntennawithDefectedGroundforMedicalDevices .............. 325 ArchanaTiwariandA.A.Khurshid 28 ACPWFedGroundedAnnularRingEmbeddedDual-Band Dual-SenseCircularPolarizationAntennafor5G/Wi-MAX andC-BandSatelliteApplications .............................. 335 KrishnaChennakesavaRaoMadakaandPachiyannanMuthusamy 29 AnAnalyticalAppraisalonRecentTrendsandChallenges inSecretSharingSchemes ..................................... 345 NeethaFrancisandThomasMonoth 30 AComparativeStudyonSignLanguageTranslationUsing ArtificialIntelligenceTechniques ............................... 359 DaminiPonnappaandBhatGeetalaxmiJairam 31 WSN-IoTIntegrationwithArtificialIntelligence:Research OpportunitiesandChallenges .................................. 369 KhyatiShrivastavandRameshB.Battula x Contents 32 TimeWindowBasedRecommenderSystemforMovies ........... 381 MadhurimaBanerjee,JoydeepDas,andSubhashisMajumder 33 Approximate Multiplier for Power Efficient Multimedia Applications .................................................. 395 K.B.SowmyaandRajatRaj 34 AStudyontheImplicationsofNLARPtoOptimizeDouble Q-LearningforEnergyEnhancementinCognitiveRadio NetworkswithIoTScenario .................................... 407 JyotiSharma,SurendraKumarPatel,andV.K.Patle 35 Automatic Generation Control Simulation Study forRestructuredReheatThermalPowerSystem ................. 419 RamNareshMishra 36 ProcessingandAnalysisofElectrocardiogramSignalUsing MachineLearningTechniques .................................. 433 GursiratSinghSainiandKiranbirKaur 37 DesignofHighVoltageGainDC-DCConverterwithFuzzy Logic Controller for Solar PV System Under Dynamic IrradiationConditions ......................................... 445 CHHussaianBasha, G.Devadasu, NikitaPatil, AbhishekKumbhar,M.Narule,andB.SrinivasaVarma 38 SmartFog:AProfit-AwareReal-TimeResourceAllocation StrategyforFog/EdgeComputing .............................. 459 IpsitaDalui,ArnabSarkar,andAmlanChakrabarti 39 AComparativeApproach:MachineLearningandAdversarial LearningforIntrusionDetection ............................... 477 MadhuraMulimani,RashmiRachh,andSanjanaKavatagi 40 Blockchain-BasedAgri-FoodSupplyChainManagement ......... 489 N.Anithadevi, M.Ajay, V.Akalya, N.DharunKrishna, andS.VishnuAdityaa 41 Data Balancing for a More Accurate Model of Bacterial VaginosisDiagnosis ............................................ 503 JesúsFranciscoPerez-Gomez, JuanaCanul-Reich, RafaelRivera-Lopez, BetaniaHernándezOcaña, andCristinaLópez-Ramírez 42 Approximate Adder Circuits: A Comparative Analysis andEvaluation ................................................ 519 PoojaChoudhary,LavaBhargava,andVirendraSingh
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