Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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71 results for Wei Fan

ReverseTesting: An efficient framework to select amongst classifiers under sample selection bias
- - Wei Fan
  - Ian Davidson
- 2006
- KDD 2006
A general framework for accurate and fast regression by data summarization in random decision trees
- - Wei Fan
  - Joe McCloskey
  - et al.
- 2006
- KDD 2006
An improved categorization of classifier's sensitivity on sample selection bias
- - Wei Fan
  - Ian Davidson
  - et al.
- 2005
- ICDM 2005
Effective estimation of posterior probabilities: Explaining the accuracy of randomized decision tree approaches
- - Wei Fan
  - Ed Greengrass
  - et al.
- 2005
- ICDM 2005
Making data mining models useful to model non-paying customers of exchange carriers
- - Wei Fan
  - Janak Mathuria
  - et al.
- 2005
- SDM 2005
On the optimality of probability estimation by random decision trees
- - Wei Fan
- 2004
- AAAI/IAAI 2004
Decision tree evolution using limited number of labeled data items from drifting data streams
- - Wei Fan
  - Yi-An Huang
  - et al.
- 2004
- ICDM 2004
A fast algorithm for subspace clustering by pattern similarity
- - Haixun Wang
  - Fang Chu
  - et al.
- 2004
- SSDBM 2004
Systematic data selection to mine concept-drifting data streams
- - Wei Fan
- 2004
- KDD 2004
Active mining of data streams
- - Wei Fan
  - Yi-an Huang
  - et al.
- 2004
- SDM 2004