Modeling and Optimization of Signals Using Machine Learning Techniques
Modeling and Optimization of Signals Using Machine Learning Techniques
English | 2024 | ISBN: 1119847680 | 404 Pages | PDF | 164 MB
English | 2024 | ISBN: 1119847680 | 404 Pages | PDF | 164 MB
Modeling and Optimization of Signals using Machine Learning Techniques is designed for researchers from academia, industries, and R&D organizations worldwide who are passionate about advancing machine learning methods, signal processing theory, data mining, artificial intelligence, and optimization. This book addresses the role of machine learning in transforming vast signal databases from sensor networks, internet services, and communication systems into actionable decision systems. It explores the development of computational solutions and novel models to handle complex real-world signals such as speech, music, biomedical data, and multimedia.