Signal Processing and Machine Learning with Applications

Michael M. Richter,Sheuli Paul,Veton Kepuska,Marius Silaghi

Signal Processing and Machine Learning with Applications
Format
Hardback
Publisher
Springer International Publishing AG
Country
Switzerland
Published
6 November 2022
Pages
603
ISBN
9783319453712

Signal Processing and Machine Learning with Applications

Michael M. Richter,Sheuli Paul,Veton Kepuska,Marius Silaghi

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Signal processing captures, interprets, describes and manipulates physical phenomena. Mathematics, statistics, probability, and stochastic processes are among the signal processing languages we use to interpret real-world phenomena, model them, and extract useful information. This book presents different kinds of signals humans use and applies them for human machine interaction to communicate.

Signal Processing and Machine Learning with Applications presents methods that are used to perform various Machine Learning and Artificial Intelligence tasks in conjunction with their applications. It is organized in three parts: Realms of Signal Processing; Machine Learning and Recognition; and Advanced Applications and Artificial Intelligence. The comprehensive coverage is accompanied by numerous examples, questions with solutions, with historical notes. The book is intended for advanced undergraduate and postgraduate students, researchers and practitioners who are engaged with signal processing, machine learning and the applications.

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