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KD Nuggets Directory
- Data mining and knowledge discovery resources.
Data Mining and Knowledge Discovery
- The premier technical journal focused on the theory, techniques and practice for extracting information from large databases. Available electronically.
DM Review Magazine
- Monthly issues and solutions publication that focuses on data warehousing and business intelligence for the enterprise.
Publications of the Artificial Intelligence Research Laboratory at Iowa State University
- A List of pointers to online publications on data mining algorithms, software, and applications. Many pubs include full pdf or ps versions.
- Data Integration, BI, Data Warehousing and other Data Management-related topics examined through exclusive news, expert tips, white papers and advice for data management professionals.
- Newsletter of ACM SIG on Knowledge Discovery and Data Mining.
Statistical data analysis with decision trees
- Articles about Decision Trees: calculation and interpretation.
Statistical Data Mining Tutorials
- A set of 20 powerpoint lectures (many in PDF format) by Andrew Moore covering the major techniques, algorithms and theory of data mining and machine learning.
Unsupervised Adaptive Clustering for Data Prospecting and Data Mining
- By Ben A. Hitt, Ph.D. - American Heuristics Corporation. Automated tools must be developed to help extract meaningful information from a morass of information. Moreover, these tools must be sophisticated enough to search for correlations among the data unspecified by the user, as the potential for unforeseen relationships to exist among the data is very high.
Web Mining with Perl
- An article about mining the web with Perl. An easy way to get some of the capability of WebQL, for instance.
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