Computers & Internet Books:

Sparse Modeling

Theory, Algorithms, and Applications

Format

Hardback

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Sparse Modeling by Irina Rish
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Description

Sparse modeling is an important issue in many applications of machine learning and statistics where the main objective is discovering predictive patterns in data to enhance understanding of underlying physical, biological, and other natural processes. This book surveys recent advances in statistics, machine learning, and signal processing related to sparse modeling. It provides a comprehensive introduction to recent developments in sparse modeling research, including the theoretical basis for sparse modeling, algorithmic approaches, and applications to computational biology, medicine, neuroscience, graphical model selection, and compressed sensing.
Release date Australia
November 17th, 2014
Country of Publication
United States
Illustrations
4 page color insert with 7 color figures follows page 14; 7 Illustrations, color; 52 Illustrations, black and white
Imprint
CRC Press Inc
Pages
253
Dimensions
156x235x18
ISBN-13
9781439828694
Product ID
4187729

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