Kniha Sparse Modeling Genady Grabarnik

Sparse Modeling

Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Taylor & Francis Inc
Dostupnosť: Skladom u dodávateľa
Odosielame za 9-15 dní
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Sparse modeling is an important issue in many applications of machine learning and statistics where...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2014
Stránok
236
EAN
9781439828694
ISBN
9781439828694
Enbook ID
06723807
Hmotnosť
542
Rozmery
244 x 166 x 20

Kompletný popis

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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