Emerging 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 Abdelgawad

• Autore: Rai Jailab Kumar
• Pubblicazione: Singapore : , : Springer Nature Singapore : , : Imprint : Springer, , 2026
• Edizione: 1st ed. 2026.
• Descrizione fisica: 1 online resource (679 pages)
• Disciplina: 006.31
• Soggetto topico: Machine learning; Telecommunication; Signal processing; Machine Learning; Communications Engineering, Networks; Digital and Analog Signal Processing
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Emerging Trends in Artificial Intelligence and Machine Learning
• ISBN: 981-9699-71-1
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911047805803321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Electrical Engineering, . 1876-1119 ; ; 1450