LEADER 03987nam 22005295 450 001 9911047662803321 005 20250831130201.0 010 $a3-031-98138-3 024 7 $a10.1007/978-3-031-98138-8 035 $a(CKB)40851774400041 035 $a(MiAaPQ)EBC32275536 035 $a(Au-PeEL)EBL32275536 035 $a(DE-He213)978-3-031-98138-8 035 $a(EXLCZ)9940851774400041 100 $a20250831d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAdvancements in Machine Learning $eFirst International Conference, ICCAML 2024, Pune, India, February 28?29, 2024, and Second International Conference, ICCAML 2025, Pune, India, February 25-26, 2025, Proceedings /$fedited by Jatinderkumar R. Saini, Shrikant A. Mapari, Amol D. Vibhute, Shabana Urooj, Janusz Kacprzyk, George Ghinea 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (311 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2538 311 08$a3-031-98137-5 327 $aLearning with Limited Data: A Machine Learning Approach for Heart Disease Prediction -- Enhanced Agricultural Crop Monitoring Using Autonomous Navigation Technologies -- Sandbox Based Real Time Cyber Attack Simulation and Analysis -- Dynamic Gesture Recognition Using LSTM for Real-time Indian Sign Language Prediction -- SpeechCraft: Modular AI Conversation System Using Multivariate LLMs -- An Extensive Investigation of Supervised Machine Learning (SML) Procedures aimed at Learners? Performance Forecast with Learning Analytics -- Leveraging Machine Learning Approaches for Enhanced Efficiency in Automated Processes -- Enhanced Pedestrian Detection for Autonomous Vehicles Using Multi-Localized Feature -- Enhancing lead score conversion rate using logistic regression -- Artificial Intelligence in Gestational Diabetes Mellitus -- A Comprehensive Risk Assessment Framework for Multiple Natural Hazards using CLIMADA Model -- A Review Paper on Image Forgery Detection Techniques -- Understanding Viewer Sentiment on Online Educational Content: An Analysis Framework for a Video Streaming Platform using Natural Language Processing -- Enhancing Crop Yield through Convolutional Neural Net-work (CNN) Powered Plant Disease Detection -- A Systematic Review on Anomaly Detection Techniques for Fog Computing Devices -- Supermarket Sales Prediction using Linear Regression: A Case Study Approach -- Employees performance metrics using Machine learning: A systematic literature review using Prisma Model -- WebGPU: Comparing Parallelism Over Serial Execution in Web Graphics -- Stock Market Prediction Technique through LSTM and NLP. 330 $aThis CCIS 2538 volume constitutes the proceedings of First and Second International Conference on Advancements in Machine Learning, ICCAML 2024, in Pune, India, during February 28?29, 2024. The 19 full papers are carefully reviewed and selected from 173 submissions. They were cartegorized under the topical sections as follows: i) Modernization in Machine Learning ii) Machine Learning for Data Analytics and iii) Machine Learning for automation . 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2538 606 $aMachine learning 606 $aMachine Learning 615 0$aMachine learning. 615 14$aMachine Learning. 676 $a006.31 700 $aSaini$b Jatinderkumar R$01868424 701 $aMapari$b Shrikant A$01868425 701 $aVibhute$b Amol D$01868426 701 $aUrooj$b Shabana$01738063 701 $aKacprzyk$b Janusz$021367 701 $aGhinea$b George$01765867 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911047662803321 996 $aAdvancements in Machine Learning$94476323 997 $aUNINA