Directory: Top/Reference/Knowledge_Management/Knowledge_Creation/Problem_Solving/Decision

Top / Reference / Knowledge_Management / Knowledge_Creation / Problem_Solving / Decision_Trees /

CRUISE Classification Tree
CRUISE is a statistical decision tree algorithm for classification. It is an improved descendant of an older algorithm called FACT.
http://www.stat.wisc.edu/~loh/cruise.html
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Efficient Decision Tree Construction on Streaming Data
This paper addresses the problem of decision tree construction in mining streaming data and introduces two new techniques that improve the efficiency of Domingos and Hulten algorithm.
http://www.cse.ohio-state.edu/~agrawal/p/sigkdd03.pdf
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Genetic Decision Tree Building
An alternative to ID3 method of building decision trees that uses a genetic algorithm.
http://nand.net/~paras/genetic_decision_trees/
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Decision Tree Analysis Using ODBCMine
ODBCMine generates decision trees from ODBC databases using the C4.5 data-mining algorithm.
http://www.intsysr.com/odbcmine.htm
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Clustering vs. DecisionTrees
Comparison between the "bottom up" hierarchical clustering approach and "top down" splitting as used in decision tree segmentation.
http://www.clustan.com/clustering_v_decision_trees.html
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IBM Systems Journal: A decision-tree-based symbolic rule induction system for text categorization
Full text of the article, 'A decision-tree-based symbolic rule induction system for text categorization' from IBM Systems Journal, a publication in the field of Computers and Technology, is provided free of charge by LookSmart's FindArticles service.
http://www.findarticles.com/p/articles/mi_m0ISJ/is_3_41/ai_91469715
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TreeAge Software, Inc.
Decision tree analysis software.
http://www.treeage.com
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Vanguard
Software for management decision analysis.
http://www.vanguardsw.com
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Learning from Data: Decision Trees
Lecture about decision trees by Amos Storkey.
http://www.anc.ed.ac.uk/~amos/lfd/lectures/decisiontree.pdf
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Decision Trees Tutorial
Tutorial Slides by Andrew Moore. A self-contained introduction to the flavor and terminology of data mining.
http://www.autonlab.org/tutorials/dtree.html
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