LEADER 04215nam 22006495 450 001 9911009338203321 005 20250605142914.0 010 $a981-9611-88-1 024 7 $a10.1007/978-981-96-1188-1 035 $a(CKB)39196914000041 035 $a(MiAaPQ)EBC32149149 035 $a(Au-PeEL)EBL32149149 035 $a(DE-He213)978-981-96-1188-1 035 $a(EXLCZ)9939196914000041 100 $a20250605d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Science and Applications $eProceedings of ICDSA 2024, Volume 6 /$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 (593 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v1239 311 08$a981-9611-87-3 327 $aISLO-Tuned InceptionResNetV2 and 3D U-Net: A Powerful Duo for Automated Renal Cancer Diagnosis -- Entropy Enhanced Bilateral Filter for Denoising Medical Images with Variable Region of Interest -- Diagnosis of Pneumonia from Chest X-Ray Images using Federated Learning -- Product Recommendation Systems: The Digital Transformation to E-commerce -- A Deep Learning-Based Approach for classification of Emotions using Intelligent Facial Expression Recognition -- Performance -- Analysis of Social Media based Large Large-scale Dataset using Machine Learning Clustering Algorithm -- Severity Detection of Fall Armyworm Disease in Sorghum using Deep Learning -- A Case Study on Avicennia Community for Assessing Structural Variation Assessment through Scale Profiling using Laplacian of Gaussian Filter -- Digital Filter Designing: Minimum-order IIR Filter Design with MATLAB -- A Comparative Analysis of Machine Learning Models for Early Detection of Cardiovascular Disease -- Dementia Prediction using Hybrid Capsnet-DNN on OASIS MRI Dataset -- Robust Control of Magnetic Levitation System using Nature-inspired Algorithm based FOPID Controller -- Recognizing Mangrove Dynamics for Assessing Cyclone Impact on Henry Island using Sentinel Data -- Bi-Modal Classification For Emotion Intelligence using Peripheral Signals. 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,$x2367-3389 ;$v1239 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 $a006.3 700 $aNanda$b Satyasai Jagannath$01431767 701 $aYadav$b Rajendra Prasad$01588635 701 $aGandomi$b Amir H$01588636 701 $aSaraswat$b Mukesh$01373695 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911009338203321 996 $aData Science and Applications$93882660 997 $aUNINA