Intelligent Data Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Berthold, Michael/ Hand, D. J. (EDT) 作者

Springer Verlag

译者

出版日期

525 页数

$ 107.35 价格

HRD

丛书系列

9783540430605 图书编码

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发表于2024-11-28

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Intelligent Data Analysis 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

Intelligent Data Analysis 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Intelligent Data Analysis 在线电子书图书描述

This monograph is a detailed introductory presentation of the key classes of intelligent data analysis methods. The twelve coherently written chapters by leading experts provide complete coverage of the core issues. The first half of the book is devoted to the discussion of classical statistical issues, ranging from the basic concepts of probability, through general notions of inference, to advanced multivariate and time series methods, as well as a detailed discussion of the increasingly important Bayesian approaches and Support Vector Machines. The following chapters then concentrate on the area of machine learning and artificial intelligence and provide introductions into the topics of rule induction methods, neural networks, fuzzy logic, and stochastic search methods. The book concludes with a chapter on Visualization and a higher-level overview of the IDA processes, which illustrates the breadth of application of the presented ideas.

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