Sparse Modeling

Name: Sparse Modeling
Brand: Taylor & Francis Inc
SKU: 9781439828694
Price: 621.15 RON
Availability: InStock

Autor: Genady Grabarnik

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Legare: Copertă tare

Editura: Taylor & Francis Inc

Disponibilitate: În depozitul extern

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621.15 lei

Sparse modeling is an important issue in many applications of machine learning and statistics where...

Informații despre carte

Autor

Genady Grabarnik

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2014

Pagini

236

EAN

9781439828694

ISBN

9781439828694

Enbook ID

06723807

Editura

Taylor & Francis Inc

Greutate

542

Dimensiuni

244 x 166 x 20

Descriere completă

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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