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Книга Sparse Modeling Genady Grabarnik

Sparse Modeling

Автор: Genady Grabarnik
Език: Английски език
Корици: С твърди корици
Издател: Taylor & Francis Inc
Наличност: Външен склад
Изпращаме след 14-21 дни
113.39 € 221.78 лв
Sparse modeling is an important issue in many applications of machine learning and statistics where...

Информация за книгата

Автор
Genady Grabarnik
Език
Английски език
Корици
Книга - С твърди корици
Издадена
2014
страници
236
EAN
9781439828694
ISBN
9781439828694
Enbook ID
06723807
Издател
Taylor & Francis Inc
Теглоt
542
Размери
244 x 166 x 20

Пълно описание

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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