Intelligent Data Analysis pdf epub mobi txt 电子书下载 2024

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

Springer Verlag

525

$ 107.35

HRD

9783540430605

图书标签: 分析

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发表于2024-11-12

Intelligent Data Analysis epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Intelligent Data Analysis pdf epub mobi txt 电子书下载 2024

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.

Intelligent Data Analysis 下载 mobi epub pdf txt 电子书