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Nonlinear Dimensionality Reduction 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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John A. Lee 作者

Springer

译者

2007-12-5 出版日期

328 页数

GBP 99.99 价格

Hardcover

丛书系列

9780387393506 图书编码

Nonlinear Dimensionality Reduction 在线电子书图书标签: 机器学习学习 Learning_Theory

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Nonlinear Dimensionality Reduction 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Nonlinear Dimensionality Reduction 在线电子书图书描述

This book describes established and advanced methods for reducing the dimensionality of numerical databases. Each description starts from intuitive ideas, develops the necessary mathematical details, and ends by outlining the algorithmic implementation. The text provides a lucid summary of facts and concepts relating to well-known methods as well as recent developments in nonlinear dimensionality reduction. Methods are all described from a unifying point of view, which helps to highlight their respective strengths and shortcomings. The presentation will appeal to statisticians, computer scientists and data analysts, and other practitioners having a basic background in statistics or computational learning.

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