Directory of Online Publications Resources

Home > Computers > Software > Databases > Data Mining > Online Publications

Resources in This Category

• Data Mining and Knowledge Discovery

  http://www.springer.com/computer/database+management+%26+information+retrieval/journal/10618
  The premier technical journal focused on the theory, techniques and practice for extracting information from large databases. Available electronically.

• DM Review Magazine

  http://www.dmreview.com/
  Monthly issues and solutions publication that focuses on data warehousing and business intelligence for the enterprise.

• KD Nuggets Directory

  http://www.kdnuggets.com/
  Data mining and knowledge discovery resources.

• Publications of the Artificial Intelligence Research Laboratory at Iowa State University

  http://www.cs.iastate.edu/~honavar/publist.html
  A List of pointers to online publications on data mining algorithms, software, and applications. Many pubs include full pdf or ps versions.

• SearchDataManagement

  http://searchdatamanagement.techtarget.com/
  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.

• SIGKDD Explorations

  http://www.sigkdd.org/explorations/
  Newsletter of ACM SIG on Knowledge Discovery and Data Mining.

• Statistical data analysis with decision trees

  http://www.math.nsc.ru/AP/datamine/eng/decisiontree.htm
  Articles about Decision Trees: calculation and interpretation.

• Statistical Data Mining Tutorials

  http://www.autonlab.org/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

  http://www.tdan.com/view-articles/5096/
  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

  http://www.devshed.com/c/a/Perl/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.

 

Home > Computers > Software > Databases > Data Mining > Online Publications

 

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