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Data mining and knowledge discovery resources.
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KDnuggets: Data Mining, Web Mining, and Knowledge Discovery Guide M course teaching modules Meetings Conferences Publications: Introductory, Professional, Surveys Polls Text Mining Experience ACM SIGKDD: The Society for Data Mining Knowledge Discovery About KDnuggets Site Map Advertising Contact Us Copyright 2005 KDnuggets. All Rights Reserved. Poll Which webcast topics...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.
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TDAN Ben Hitt Data Prospecting and Mining It seemed clear that if one knew all they could about a customer or group of customers, the correct marketing approach would become evident. Now that dream has not only become true, but the mass of data concerning us all...Introduction to data mining with general descriptions of several popular techniques.
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Reasons for the growing popularity of Data Mining Tasks Solved by Data Mining Different DM Technologies and Systems Subject-oriented analytical systems Statistical packages Neural Networks Evolutionary Programming Memory Based Reasoning (MBR) Decision Trees Genetic Algorithms Nonlinear Regression Methods Data Mining...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
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
The software giant aims to create a standard interface to retrieve database information for data-mining applications.
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Microsoft executives eventually plan to put data mining functionality into SQL Server The end result for the customer is that this technology that used to be expensive and complicated now becomes part and parcel of their line of business applications,...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/
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/thiswee.../Research/Engr/Y99/datamine.html
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/pr...=Search&ty=1999&limit=50&fy=1999
Newsletter of ACM SIG on Knowledge Discovery & Data Mining.
http://www.acm.org/sigs/sigkdd/explorations/
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
Stigmergy, Data Mining and Image Retrieval. Self-Organization, Swarm Intelligence, Exploratory Data Analysis, Ant Systems. An online book chapter.
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v.ramos [IST] Sancta workers are present. The figure shows the initial state (a 2 hours (b 6 hours (c) and 26 hours (d) after the beginning of the experiment (from: Bonabeau E M. Dorigo, G. Thraulaz. Swarm Intelligence: From Natural to Artificial...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/
Articles about Decision Trees: calculation and interpretation.
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Problems of the multivariate statistical analysis Methods for statistical data analysis with decision trees Problems of the multivariate statistical analysis What is a decision tree pdf) How to build decision trees pdf) Parameters of the quality of a tree (pdf) An estimation of quality on a...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
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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Web Mining with Perl DS Home: Dev Shed| ASP Free| Dev Articles| Scripts| Dev Hardware| Dev Archives| SEO Chat| Dev Mechanic| Web Hosting Perl Dev Shed Site Dev Shed Forums Search Network Home Perl Web Mining with Perl Administration Apache BrainDump Flash Java JavaScript...OLE DB Extensions to Improve Integration and Scalability of Data Mining Tools And Applications
http://www.microsoft.com/presspa...ress/1999/May99/Dataminingpr.asp
Resource guide offering introductory information on data mining concepts and technology, vendor information, and links to other online resources.
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Data Mining Software Guide to Data Mining Software Concepts Mining is the process of analyzing large data sets in order to find patterns that can help to isolate key variables to build predictive models for management decision making. In essence, data mining helps businesses to optimize their processes so...