24小时热门版块排行榜

返回列表

【奖励】本帖被评价94次，作者star_zhang增加金币 74.2 个

star_zhang

禁虫 (文学泰斗)

[资源] 《Data Mining: Concepts, Models, Methods, and Algorithms》英文版&中文版

【英美经典书籍】《Data Mining: Concepts, Models, Methods, and Algorithms》英文版&中文版【已搜索，无重复】

我上传的这本书：
作者：Mehmed Kantardzic
2002年，360 页，CHM 格式，4 MB。
Language: English
.
封面：
。

。
简介：
* Data mining describes the often complex and sophisticated tools used in automatic data analysis such as analyzing a customer's previous buying habits
* Emphasizes the selection of appropriate methodologies and data analysis software, as well as parameter tuning
* Describes representative state-of-the-art methods and algorithms originating from different disciplines
* Offers guidance on how and when to use a particular software tool from among the hundreds offered when faced with a data set to mine

This book offers a comprehensive introduction to the exploding field of data mining. We are surrounded by data, numerical and otherwise, which must be analyzed and processed to convert it into information that informs, instructs, answers, or otherwise aids understanding and decision-making. Due to the ever-increasing complexity and size of today's data sets, a new term, data mining, was created to describe the indirect, automatic data analysis techniques that utilize more complex and sophisticated tools than those which analysts used in the past to do mere data analysis. "Data Mining: Concepts, Models, Methods, and Algorithms" discusses data mining principles and then describes representative state-of-the-art methods and algorithms originating from different disciplines such as statistics, machine learning, neural networks, fuzzy logic, and evolutionary computation. Detailed algorithms are provided with necessary explanations and illustrative examples. This text offers guidance: how and when to use a particular software tool (with their companion data sets) from among the hundreds offered when faced with a data set to mine.

This allows analysts to create and perform their own data mining experiments using their knowledge of the methodologies and techniques provided. This book emphasizes the selection of appropriate methodologies and data analysis software, as well as parameter tuning. These critically important, qualitative decisions can only be made with the deeper understanding of parameter meaning and its role in the technique that is offered here. Data mining is an exploding field and this book offers much-needed guidance to selecting among the numerous analysis programs that are available.
==============================
数据挖掘的相关书籍，如下：
（1）【英美经典书籍】《Data Mining: Concepts and Techniques》(第2版)
链接地址：http://muchong.com/bbs/viewthread.php?tid=8251312
（2）《Data Mining_Concepts and Techniques（第2版）Solution manual》
链接地址：http://muchong.com/bbs/viewthread.php?tid=8251370
（3）【英美经典书籍】《Data Mining: Concepts, Models, Methods, and Algorithms》英文版&中文版
链接地址：http://muchong.com/bbs/viewthread.php?tid=8250853
（4）【英美最新教材】《商务数据科学 - 数据挖掘... ...，2013年》
链接地址：http://muchong.com/bbs/viewthread.php?tid=6381625&fpage=1&target=blank
（5）【英美经典教材】《Data Mining and Statistics for Decision Making》
链接地址：http://muchong.com/bbs/viewthread.php?tid=5831063&fpage=1&target=blank
（6）【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)
链接地址：http://muchong.com/bbs/viewthread.php?tid=6524255&fpage=1&target=blank
（7）【英美经典书籍】《Data Mining Techniques for the Life Sciences》
链接地址：http://muchong.com/bbs/viewthread.php?tid=8251444
（8）《Data Mining In Finance_Advances In Relational And Hybrid Method》
链接地址：http://muchong.com/bbs/viewthread.php?tid=8251598
（9）【英美经典书籍】《Fundamentals of Data Mining in Genomics and Proteomics》
链接地址：http://muchong.com/bbs/post.php?action=edit&fid=144&tid=8251936
（10）《Medical Informatics: Knowledge Management and Data Mining in Biomedicine》
链接地址：http://muchong.com/bbs/viewthread.php?tid=8252584
（11）。。。

陆续推出中，敬请关注，。。。。。。
==============================
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。
(不下载，也可以评价。)
谢谢！[ Last edited by star_zhang on 2014-12-4 at 23:21 ]

回复此楼

» 本帖附件资源列表

欢迎监督和反馈：小木虫仅提供交流平台，不对该内容负责。
本内容由用户自主发布，如果其内容涉及到知识产权问题，其责任在于用户本人，如对版权有异议，请联系邮箱：xiaomuchong@tal.com
附件 1 : Data_Mining_Concepts,_Models,_Methods,_and_Algorithms_2002_English.rar

2014-12-04 16:50:35, 3.95 M

附件 2 : Data_Mining_Concepts,_Models,_Methods,_and_Algorithms_2002_Chinese.pdf

2014-12-04 17:04:11, 8.34 M

» 收录本帖的淘帖专辑推荐

书籍下载网站	专业书籍（外文版）WM	Learning English	科研与育人
合格科研工作者必备	Algorithm	BIAOXYZ的电子书专辑~	数据挖掘实用书籍贴
科研书籍	机器学习	数据挖掘与数据分析	办公技巧和电源管理
资源下载	medcine research	我的关注	资源
数据挖掘	朕创建的专辑	帮肚肚找的考研资料