Intelligent Data Analysis 2024 pdf epub mobi 电子书

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发表于2024-11-26

Intelligent Data Analysis 2024 pdf epub mobi 电子书

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出版者:Springer Verlag

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

出品人:

页数:525

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出版时间:

价格:$ 107.35

装帧:HRD

isbn号码:9783540430605

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图书标签: 分析

Intelligent Data Analysis 2024 pdf epub mobi 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.

Intelligent Data Analysis 2024 pdf epub mobi 电子书

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