Machine Learning for Signal Processing: Data Science, Algorithms, and Computational Statistics

Max A. Little

ISBN 10: 0198896557 / ISBN 13: 9780198896555

Published by Oxford University Press, 2024

About this Item

Seller Inventory # 9780198896555

Bibliographic Details

• Title: Machine Learning for Signal Processing: Data Science, Algorithms, and Computational Statistics
• Publisher: Oxford University Press
• Publication Date: 2024
• Language: English
• ISBN 10: 0198896557
• ISBN 13: 9780198896555
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Describes the fundamental mathematics and algorithms of machine learning (an example of artificial intelligence) and signal processing, two of the most important and exciting technologies in the modern information economy. Builds up concepts gradually so that the ideas and algorithms can be implemented in practical software applications.

About the Author

Max A. Little, Professor of Mathematics, Aston University, Aston University, Birmingham

Max A. Little is Professor of Mathematics at Aston University, UK, and a world-leading expert in signal processing and machine learning. His research in machine learning for digital health is highly influential and is the basis of advances in basic and applied research into quantifying neurological disorders such as Parkinson disease. He has published over 60 articles in the scientific literature on the topic, two patents, and a textbook. He is an advisor to government and leading international corporations in topics such as machine learning for health.