03501nam 22005655 450 991104780580332120251115120409.0981-9699-71-110.1007/978-981-96-9971-1(CKB)43368467000041(MiAaPQ)EBC32419933(Au-PeEL)EBL32419933(DE-He213)978-981-96-9971-1(EXLCZ)994336846700004120251115d2026 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierEmerging Trends in Artificial Intelligence and Machine Learning Select Proceedings of SPIN 2025, Volume 2 /edited by J. K. Rai, Abhinav Valada, Ashwani Kumar Dubey, Ahmed Abdelgawad1st ed. 2026.Singapore :Springer Nature Singapore :Imprint: Springer,2026.1 online resource (679 pages)Lecture Notes in Electrical Engineering,1876-1119 ;1450981-9699-70-3 Section 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.This 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.Lecture Notes in Electrical Engineering,1876-1119 ;1450Machine learningTelecommunicationSignal processingMachine LearningCommunications Engineering, NetworksDigital and Analog Signal ProcessingMachine learning.Telecommunication.Signal processing.Machine Learning.Communications Engineering, Networks.Digital and Analog Signal Processing.006.31Rai Jailab Kumar1890021MiAaPQMiAaPQMiAaPQBOOK9911047805803321Emerging Trends in Artificial Intelligence and Machine Learning4531869UNINA