LEADER 03501nam 22005655 450 001 9911047805803321 005 20251115120409.0 010 $a981-9699-71-1 024 7 $a10.1007/978-981-96-9971-1 035 $a(CKB)43368467000041 035 $a(MiAaPQ)EBC32419933 035 $a(Au-PeEL)EBL32419933 035 $a(DE-He213)978-981-96-9971-1 035 $a(EXLCZ)9943368467000041 100 $a20251115d2026 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aEmerging Trends in Artificial Intelligence and Machine Learning $eSelect Proceedings of SPIN 2025, Volume 2 /$fedited by J. K. Rai, Abhinav Valada, Ashwani Kumar Dubey, Ahmed Abdelgawad 205 $a1st ed. 2026. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2026. 215 $a1 online resource (679 pages) 225 1 $aLecture Notes in Electrical Engineering,$x1876-1119 ;$v1450 311 08$a981-9699-70-3 327 $aSection 1: Foundations of AI and Machine Learning -- Analyzing the Performance of Classification Models and Sampling Techniques on Imbalanced Datasets -- TextPrep: Automating the Process of Text Data Pre-Processing by Leveraging Self-Supervised Learning -- Advancing Transfer Learning with GAP, Depth Constraints, and Average Depth Constraints for Diverse Datasets -- Knparaphraser: A Kannada Paraphrasing Model Based on Novel Data Augmentation Framework -- Section 2: AI for Health and Biomedical Research -- Accelerating DNA Sequence Alignment Using Optimized AI Techniques -- Drug Discovery for Mycobacterium Tuberculosis: A Synergistic Approach using QSAR and Machine Learning -- Analysis of Parkinson?s Disease Detection using Machine Learning Algorithms -- Designing a Malaria Detection Scheme Using Convolutional Neural Network (CNN) and TensorFlow-Based Deep Learning Model -- A Machine Learning Approach for Anomaly Detection in COVID-19 PCR Test Results Using Isolation Forests -- Optimizing ICU Patient Management through Predictive Analysis -- Exploring Deep Learning Approaches for Sleep Apnea Detection -- etc. 330 $aThis volume comprises selected peer-reviewed proceedings of the 12th International Conference on Signal Processing and Integrated Networks (SPIN 2025). It aims to provide a comprehensive and broad-spectrum picture of state-of-the-art research and development in signal processing, IoT sensors, systems and technologies, cloud computing, wireless communication, and wireless sensor networks. This volume will provide a valuable resource for those in academia and industry. 410 0$aLecture Notes in Electrical Engineering,$x1876-1119 ;$v1450 606 $aMachine learning 606 $aTelecommunication 606 $aSignal processing 606 $aMachine Learning 606 $aCommunications Engineering, Networks 606 $aDigital and Analog Signal Processing 615 0$aMachine learning. 615 0$aTelecommunication. 615 0$aSignal processing. 615 14$aMachine Learning. 615 24$aCommunications Engineering, Networks. 615 24$aDigital and Analog Signal Processing. 676 $a006.31 700 $aRai$b Jailab Kumar$01890021 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911047805803321 996 $aEmerging Trends in Artificial Intelligence and Machine Learning$94531869 997 $aUNINA