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star_zhang

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[资源] 【英美经典书籍】《从复杂数据中知识挖掘的高级方法》(英文彩色高清)

【英美经典书籍】《从复杂数据中知识挖掘的高级方法》(英文彩色高清)【已搜索，无重复】

英文书名《Advanced Methods for Knowledge Discovery from Complex Data》
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我的这本书：
2005年，389页，PDF， 3.5 MB。
Language: English
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封面：
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简介：
Advanced Methods for Knowledge Discovery from Complex Data brings together research articles by active practitioners and leading researchers reporting recent advances in the field of knowledge discovery, where the information is mined from complex data, such as unstructured text from the world-wide web, databases naturally represented as graphs and trees, geoscientific data from satellites and visual images, multimedia data and bioinformatics data.

An overview of the field, looking at the issues and challenges involved is followed by coverage of recent trends in data mining, including descriptions of some currently popular tools like genetic algorithms, neural networks and case-based reasoning. This provides the context for the subsequent chapters on methods and applications. Part I is devoted to the foundations of mining different types of complex data like trees, graphs, links and sequences. A knowledge discovery approach based on problem decomposition is also described. Part II presents important applications of advanced mining techniques to data in unconventional and complex domains, such as life sciences, world-wide web, image databases, cyber security and sensor networks.

With a good balance of introductory material on the knowledge discovery process, advanced issues and state-of-the-art tools and techniques, as well as recent working applications this book provides a representative selection of the available methods and their evaluation in real domains. It will be useful to students at Masters and PhD level in Computer Science, as well as practitioners in the field. A website supports the book: http://www.cse.uta.edu/amkdcd.

Content Level » Research

Keywords » Bayesian Networks - Data Mining (& Spatial/Temporal Data Mining) - Graphical Data - Knowledge Discovery - Machine Learning - Soft Computing and Structure Discovery

Related subjects » Artificial Intelligence - Database Management & Information Retrieval - Image Processing - Theoretical Computer Science
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附：我发过的计算模拟类的电子书籍：

（1）【英美最新教材】《Algorithms Unlocked_2013 (解锁的算法)》
链接：http://muchong.com/bbs/viewthread.php?tid=5821768
（2）《遗传算法——理论、应用与软件实现》(中文)
链接：http://muchong.com/bbs/viewthread.php?tid=6508711
（3）《遗传算法与工程设计》(日)玄光男 (中文)
链接：http://muchong.com/bbs/viewthread.php?tid=6513853
（4）《遗传算法与工程优化》(日)玄光男编 (中文)
链接：http://muchong.com/bbs/viewthread.php?tid=6519117
（5）【英美经典书籍】《从复杂数据中知识挖掘的高级方法》(英文彩色高清)
链接：http://muchong.com/bbs/viewthread.php?tid=6524255
（6）【英美最新书籍】《Excel 2007 for Biological and Life Sciences Statistics》(英文彩色高清)
链接：http://muchong.com/bbs/viewthread.php?tid=6608265
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敬请各位朋友，下载之后，给个回帖评价。我也好继续推出下一个最新科技书籍。

感谢各位朋友的支持！谢谢回帖评价！
(即使不下载，也可以评价。)
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[ Last edited by star_zhang on 2013-11-13 at 05:07 ]

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附件 1 : Advanced_Methods_for_Knowledge_Discovery_from_Complex_Data_2005.pdf

2013-10-25 02:47:38, 3.47 M