Data Mining and Uncertain Reasoning 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Zhengxin Chen 作者

Wiley-Interscience

译者

2001-08-03 出版日期

392 页数

USD 105.00 价格

Hardcover

丛书系列

9780471388784 图书编码

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Data Mining and Uncertain Reasoning 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Data Mining and Uncertain Reasoning 在线电子书图书描述

An expert guide for applying data mining with uncertain reasoning to a wide range of uses

This volume presents a holistic view of data mining by integrating this diverse and exciting field with uncertain reasoning. It treats a wide range of issues and examines the state of the art in both fields while summarizing vital concepts that can normally only be found in various separate resources.

The author concentrates on practical aspects of data mining-such as infrastructure and overall processes-but also discusses some selected algorithms and performance-related issues. Several important topics are addressed specifically, such as bridging the fields of machine learning and data mining and the discovery of influential association rules. In addition, the author discusses data warehousing as an enabling technique for data mining. Case studies are included throughout to illustrate important concepts.

Data Mining and Uncertain Reasoning is a practical reference for practitioners in various interrelated fields. Each subject is treated with both basic introductory and advanced technical descriptions, making the book suitable for students and practitioners at various levels of experience.

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