Information Theory and Statistical Learning pdf epub mobi txt 电子书下载 2024

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Emmert-streib, Frank (EDT)/ Dehmer, Matthias (EDT)

Springer

2008-11-14

452

GBP 104.00

Hardcover

9780387848150

图书标签: 信息论统计学习机器学习

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发表于2024-12-27

Information Theory and Statistical Learning epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Information Theory and Statistical Learning pdf epub mobi txt 电子书下载 2024

图书描述

"Information Theory and Statistical Learning" presents theoretical and practical results about information theoretic methods used in the context of statistical learning. The book will present a comprehensive overview of the large range of different methods that have been developed in a multitude of contexts. Each chapter is written by an expert in the field. The book is intended for an interdisciplinary readership working in machine learning, applied statistics, artificial intelligence, biostatistics, computational biology, bioinformatics, web mining or related disciplines. Advance Praise for "Information Theory and Statistical Learning": "A new epoch has arrived for information sciences to integrate various disciplines such as information theory, machine learning, statistical inference, data mining, model selection etc. I am enthusiastic about recommending the present book to researchers and students, because it summarizes most of these new emerging subjects and methods, which are otherwise scattered in many places." Shun-ichi Amari, RIKEN Brain Science Institute, Professor-Emeritus at the University of Tokyo

Information Theory and Statistical Learning 下载 mobi epub pdf txt 电子书