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

Learning from Data: Decision Trees
- Lecture about decision trees by Amos Storkey.
- http://www.anc.ed.ac.uk/~amos/lfd/lectures/decisiontree.pdf

Vanguard
- Software for management decision analysis.
- http://www.vanguardsw.com

TreeAge Software, Inc.
- Decision tree analysis software.
- http://www.treeage.com

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 & Technology, is provided free of charge by LookSmart's FindArticles service.
- http://www.findarticles.com/p/articles/mi_m0ISJ/is_3_41/ai_91469715

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

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

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/

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

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

Chapter 6 - Decision Trees
- Chapter Six of Introduction to Machine Learning - Notes by Nils J. Nilsson.
- http://ai.stanford.edu/people/nilsson/MLDraftBook/ch6-ml.pdf

SGI - MLC++: Tree Visualizer
- SGI's MineSet Tree Visualizer for viewing decision-trees.
- http://www.sgi.com/tech/mlc/trees.html

Decision Rings: Making Decision Trees Visual & non-Mathematical
- This paper presents an alternative way of representing and solving the decision tree for nontechnical audiences.
- http://ite.pubs.informs.org/Vol2No3/Bordley/index.php

Meta Decision Trees
- Meta Decision Trees are a novel method for combining multiple classifiers. MDT leaves specify which base-level classifier should be used, instead of predicting the class value directly.
- http://ai.ijs.si/bernard/mdts/

Decision Tree Primer
- Presents methods for analyzing decision trees, including exercises with solutions.
- http://www.public.asu.edu/~kirkwood/DAStuff/decisiontrees/

Decision Tree Forests
- DTREG generates a Decision Tree Forest that is an ensemble (collection) of decision trees whose predictions are combined to make the overall prediction for the forest.
- http://www.dtreg.com/treeforest.htm

Information on See5/C5.0
- Data Mining Tools See5 and C5.0 - classifiers that are expressed as decision trees or sets of if-then rules.
- http://www.rulequest.com/see5-info.html

RainForest
- A Framework for Fast Decision Tree Construction of Large Datasets
- http://www.cs.cornell.edu/johannes/papers/1998/vldb1998-rainforest.pdf

SAS - Decision Trees
- Advanced analysis model included in SAS Enterprise Miner.
- http://www.sas.com/technologies/analytics/datamining/miner/dec_trees.html

Incremental Decision Tree Induction
- ITI (Incremental Tree Inducer) - a program that constructs decision trees automatically from labeled examples.
- http://www-lrn.cs.umass.edu/iti/

Game Theory and Business Strategy: Extensive Form Game Solver Applet
- An applet which solves extensive form games (multi-player decision trees).
- http://www.gametheory.net/Mike/applets/ExtensiveForm/

Mind Tools: Decision Tree Analysis
- Presents a worked example to explain the theory.
- http://www.mindtools.com/dectree.html