LEADER 04394nam 22006495 450 001 9911003588703321 005 20250519131147.0 010 $a981-9611-85-7 024 7 $a10.1007/978-981-96-1185-0 035 $a(CKB)38859219900041 035 $a(DE-He213)978-981-96-1185-0 035 $a(MiAaPQ)EBC32125186 035 $a(Au-PeEL)EBL32125186 035 $a(EXLCZ)9938859219900041 100 $a20250519d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Science and Applications $eProceedings of ICDSA 2024, Volume 5 /$fedited by Satyasai Jagannath Nanda, Rajendra Prasad Yadav, Amir H. Gandomi, Mukesh Saraswat 205 $a1st ed. 2025. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2025. 215 $a1 online resource (XVIII, 537 p. 217 illus., 186 illus. in color.) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v1237 311 08$a981-9611-84-9 327 $aSMOTE-Enhanced Machine Learning Techniques for Credit Card Fraud Detection -- Comparative Study of Clustering Algorithms for Customer Segmentation -- Persistence and Fixed Autoregression Models for Time-Series Prediction of Net Asset Value (NAV) of Savings Fund -- Emoji-RoBERTa: A Contextual Emoji Representation for Hate Speech Detection -- Software Bugs Classification using SVM, RF, DT Algorithms -- Ascend.AI - Building Confidence Through Technology: A Technical Exploration of Facial Expression, Tone and Pitch Analysis with Chatbot Guidance -- Transformer Generative AI Model for Enhanced Molecular Property Prediction -- Compaction and Restoration of the S-transform based on N-fold Redundancy -- Deep Learning-based Electric Vehicle Charging Load Prediction: A Comparative Study -- A Comparative Analysis of Quantum Programming Bug Detection Tools -- DWMS-HGR: 1D CNN for Hand Gesture Recognition on Normalized sEMG Signals with Sliding Window -- Secured File-Sharing: Hybrid Encryption and Network Theory for Enhanced Privacy -- Kernel Density Estimation based Clustering for Visual Walking Stick Detection in Human-Robot Coexisting Environments -- Optimizing Battery Efficiency: Design and Implementation of a Fuzzy Logic based Controller for Hybrid Energy Storage System in Electric Vehicles. 330 $aThis book gathers outstanding papers presented at the 5th International Conference on Data Science and Applications (ICDSA 2024), organized by Soft Computing Research Society (SCRS) and Malaviya National Institute of Technology Jaipur, India, from 17 to 19 July 2024. The book is divided into four volumes, and it covers theoretical and empirical developments in various areas of big data analytics, big data technologies, decision tree learning, wireless communication, wireless sensor networking, bioinformatics and systems, artificial neural networks, deep learning, genetic algorithms, data mining, fuzzy logic, optimization algorithms, image processing, computational intelligence in civil engineering, and creative computing. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v1237 606 $aComputational intelligence 606 $aData mining 606 $aCooperating objects (Computer systems) 606 $aInternet of things 606 $aComputational Intelligence 606 $aData Mining and Knowledge Discovery 606 $aCyber-Physical Systems 606 $aInternet of Things 615 0$aComputational intelligence. 615 0$aData mining. 615 0$aCooperating objects (Computer systems) 615 0$aInternet of things. 615 14$aComputational Intelligence. 615 24$aData Mining and Knowledge Discovery. 615 24$aCyber-Physical Systems. 615 24$aInternet of Things. 676 $a006.3 702 $aNanda$b Satyasai Jagannath$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aYadav$b Rajendra Prasad$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aGandomi$b Amir H$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aSaraswat$b Mukesh$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911003588703321 996 $aData Science and Applications$94381051 997 $aUNINA