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数据挖掘报刊、论坛、博客、数据集

热度:89   发布时间:2016-05-05 15:38:57.0
数据挖掘期刊、论坛、博客、数据集

在数据挖掘:概念、模型、方法和算法这本书中,作者推荐了一些国外的期刊,论坛,博客,数据集,现在把可以进入网页的分享到csdn博客上。
一、数据挖掘期刊
1、Data Mining and Knowledge Discovery
http://www.kluweronline.com/issn/1384-5810/

2、IEEE Transactions on Knowledge and Data Engineering(TKDE)
http://www.computer.org/tkde

3、Knowledge and Information Systems(KAIS)
http://www.cs.uvm.edu/~kais/

4、IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI)
http://www.computer.org/web/tpami

5、Machine Learning
http://www.kluweronline.com/issn/0885-6125/

6、Journal of Machine Learning Research(JMLE)
http://jmlr.csail.mit.edu/

7、Journal of Intelligent Information Systems(JIIS)
http://link.springer.com/journal/10844

8、Statistical Analysis and Data Mining
http://www.amstat.org/publications/journals.cfm

9、Intelligent Data Analysis
http://www.iospress.nl/journal/intelligent-data-analysis/

二、数据挖掘论坛/博客
1、KDnuggets Forums
http://www.kdnuggets.com/phpBB/index.php

2、Data-Mining Research
http://www.dataminingblog.com/

3、Machine Learning(Theory)
http://hunch.net/

三、数据集
http://archive.ics.uci.edu/ml/index.html
1、分类
http://archive.ics.uci.edu/ml/datasets/Adult

2、聚类
http://archive.ics.uci.edu/ml/datasets/Bag+of+Words

3、回归
http://archive.ics.uci.edu/ml/datasets/Auto+MPG

4、Web挖掘
http://archive.ics.uci.edu/ml/datasets/Anonymous+Microsoft+Web+Data

5、文本挖掘
http://qwone.com/~jason/20Newsgroups/

6、时间序列
http://archive.ics.uci.edu/ml/datasets/Dodgers+Loop+Sensor

7、关联规则挖掘的数据
http://www.sigkdd.org/kddcup

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