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Sparse Modeling

Language EnglishEnglish
Book Hardback
Book Sparse Modeling Genady Grabarnik
Libristo code: 06723807
Publishers Taylor & Francis Inc, December 2014
Sparse modeling is an important issue in many applications of machine learning and statistics where... Full description
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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.

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About the book

Full name Sparse Modeling
Author Genady Grabarnik
Language English
Binding Book - Hardback
Date of issue 2014
Number of pages 236
EAN 9781439828694
ISBN 9781439828694
Libristo code 06723807
Publishers Taylor & Francis Inc
Weight 542
Dimensions 244 x 166 x 20

Categories

Computing & Information Technology > Computer science > Artificial intelligence > Machine learning
Economics, Finance, Business & Management > Economics > Econometrics & economic statistics
Computing & Information Technology > Databases
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