Sparse Modeling

Name: Sparse Modeling
Brand: Taylor & Francis Inc
SKU: 9781439828694
Price: 113.11 EUR
Availability: InStock

Автор: Genady Grabarnik

Език:

Корици: С твърди корици

Издател: Taylor & Francis Inc

Наличност: Външен склад

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113.11 € 221.23 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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