Independent Component Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Aapo Hyvärinen 作者

Wiley-Interscience

译者

2001-5-18 出版日期

504 页数

USD 194.00 价格

Hardcover

丛书系列

9780471405405 图书编码

Independent Component Analysis 在线电子书图书标签: ICA 机器学习信号处理数学模式识别图像处理计算机英文原版

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Independent Component Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Independent Component Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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算是读完了吧。只觉得这本书详略不当，读起来真的费劲。

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A good book of ICA

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算是读完了吧。只觉得这本书详略不当，读起来真的费劲。

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算是读完了吧。只觉得这本书详略不当，读起来真的费劲。

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A good book of ICA

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Independent Component Analysis 在线电子书图书目录

Independent Component Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 在线电子书下载

Independent Component Analysis 在线电子书图书描述

A comprehensive introduction to ICA for students and practitioners

Independent Component Analysis (ICA) is one of the most exciting new topics in fields such as neural networks, advanced statistics, and signal processing. This is the first book to provide a comprehensive introduction to this new technique complete with the fundamental mathematical background needed to understand and utilize it. It offers a general overview of the basics of ICA, important solutions and algorithms, and in-depth coverage of new applications in image processing, telecommunications, audio signal processing, and more.

Independent Component Analysis is divided into four sections that cover:

* General mathematical concepts utilized in the book

* The basic ICA model and its solution

* Various extensions of the basic ICA model

* Real-world applications for ICA models

Authors Hyvarinen, Karhunen, and Oja are well known for their contributions to the development of ICA and here cover all the relevant theory, new algorithms, and applications in various fields. Researchers, students, and practitioners from a variety of disciplines will find this accessible volume both helpful and informative.

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