Decision Trees / Data-mining papers

Online references to public sites where papers on decision tree learning, machine learning and data mining can be obtained are listed below. Direct links to some of the papers mentioned in the tutorial section of this site are provided at the bottom of the corresponding pages. Academic research papers are not always publicly available though and are only available via subscriptions (such as for the IEEE journals and Kluwer's Machine Learning).

Citeseer

http://citeseer.nj.nec.com/cs

One of the largest collections of links to online publicly available research papers and articles. Full text downloads in PDF or PS. A lot of recent papers can be found here on topics such as hybrid decision trees and combining mutliple models. A good place to start.

Ross Quinlan's Homepage

http://www.rulequest.com/Personal/

Many useful and relevant papers on decision tree learning can be found here.

There are also some links directly to papers in the tutorial section.

Collection of Tutorials and videos on Data mining and Decision Trees.
Tutorials: http://www.dataminingtools.net/browsetutorials.php
Videos: http://www.dataminingtools.net/browse.php

Need papers about data mining

Hi, I need some papers about data mining, particularly using Decision Trees on large multi-table datasets. Anyone know any links? Thanks.

Large database decision tree classifiers

Check out the following paper:

RainForest A Framework for Fast Decision Tree Construction of Large Datasets (1998) by Johannes Gehrke, Raghu Ramakrishnan, Venkatesh Ganti. Data Mining and Knowledge Discovery.

You might also want to look at the decision tree classifiers SLIQ and SPRINT.

can you give me a refrence for id4 and id5?

i want a refrence about id4 and id5

 

issues on decision trees(data mining)

i need to find some issues on decision tree.if anyone knows the link pliz inform.tanx.

J48 Algorithm

Hi..I need the details of J48 algorithm, either the source code or pseudo code.
Anybody knows where can I find it?
Thanks a lot...

query

Hello,
I am a researchers using WEKA software. I was studying C 4.5 algorithm, but was unable to understand the term information gain. Could you please guide me in this.
Thanking You
With best regards

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