| Directory > Computers > Software > Databases > Data Mining > Online Publications Andrew Moore's Data Mining Tutorials Page
A set of 20 powerpoint lectures (many in PDF format) covering the major techniques, algorithms and
theory of data mining and machine learning.
http://www.cs.cmu.edu/~awm/tutorials
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Statistical data analysis with decision trees
Articles about Decision Trees: calculation and interpretation.
http://www.math.nsc.ru/AP/datamine/eng/decisiontree.htm
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Data Storage/Mining Research Center
CIO.com's compilation of articles, case studies, organizations, conferences, glossary of terms, and
white papers related to data storage, mining/OLAP, and data warehousing.
http://www.cio.com/research/data/
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Self-Organized Data and Image Retrieval
Stigmergy, Data Mining and Image Retrieval. Self-Organization, Swarm Intelligence, Exploratory Data
Analysis, Ant Systems. An online book chapter.
http://alfa.ist.utl.pt/~cvrm/staff/vramos/ref_39.html
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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.
http://www.devshed.com/Server_Side/Perl/DataMining/page1.html
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Analysis of Data Mining Algorithms
http://userpages.umbc.edu/~kjoshi1/data-mine/proj_rpt.htm
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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.
http://www.cs.iastate.edu/~honavar/publist.html
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SIGKDD Explorations
Newsletter of ACM SIG on Knowledge Discovery & Data Mining.
http://www.acm.org/sigs/sigkdd/explorations/
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Oracle Acquires Data Mining Business Of Thinking Machines Corporation
Oracle Corp. announced the acquisition of the data mining business from Thinking Machines Corp., a
leading provider of advanced data mining software for predicting customer behavior. Oracle Press
Release.
http://www.oracle.com/cgi-bin/press/printpr.cgi?file=199906071330.29988.html&mode=corp&....
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The KnowledgeNet Report
Free monthly newsletter for data mining professionals from ANGOSS Software Corporation.
http://www.angoss.com/Investors/KnowledgeNET/archives.html
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Microsoft grant establishes UW Data Mining Institute
The almost infinite capacity of computers to collect and store information poses a practical
dilemma: How does one find the gems in this mountain of raw data?
http://www.news.wisc.edu/thisweek/Research/Engr/Y99/datamine.html
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Microsoft Announces Vendor Initiative To Create Open Data Mining Specification
OLE DB Extensions to Improve Integration and Scalability of Data Mining Tools And Applications
http://www.microsoft.com/presspass/press/1999/May99/Dataminingpr.htm
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Intelligent Data Analysis
Provides a forum for the examination of issues related to the research and applications of
Artificial Intelligence techniques in data analysis across a variety of disciplines.
http://www.elsevier.com/locate/ida/
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Microsoft's Plan To Bring Data Mining To Masses
The software giant aims to create a standard interface to retrieve database information for
data-mining applications.
http://www.techweb.com/wire/story/TWB19990525S0001
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Article by Mark Hammond: SGI ports MineSet to NT
Data miner brings strong graphics, analytics to Windows. Article by Mark Hammond of PC Week Online.
http://www.zdnet.com/pcweek/stories/news/0,4153,391102,00.html
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Data Mining and Knowledge Discovery
The premier technical journal focused on the theory, techniques and practice for extracting
information from large databases. Available electronically via Kluwer Online.
http://www.wkap.nl/journalhome.htm/1384-5810
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What is data mining?
Introduction to data mining with general descriptions of several popular techniques.
http://www.megaputer.com/dm/
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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.
http://www.tdan.com/i008hy01.htm
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DM Review Magazine
Monthly issues and solutions publication that focuses on data warehousing and business intelligence
for the enterprise.
http://www.dmreview.com/
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KD Nuggets Directory
Data mining and knowledge discovery resources.
http://www.kdnuggets.com/
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