Kamal Ali's CLL Stanford & ISLE Web page

Current Information

My current research interests

Research directions:

Recent Papers

1999 - 2001: Hacking at TiVo

1999: Old ISLE Personal Information

1999: Military Rooftop detection from Satellite Images

1997: Papers on data mining from real-world consulting projects

This represents research work done while I was with the data-mining consultants group at the IBM Almaden Research Center.

< 1996: Committee machines, Bayesian Model Averaging

My basic reasearch interests are in combining classifiers (multiple models, committee machines and ensembles) to produce more accurate classifications. I am also interested in methods to prevent over-fitted models by taking into account the amount of search required to find the model.

Research on probabilistic relational models, noise-tolerance

1991: Theoretical and empirical research on average-case analysis

E-mail: at yahoo.com; my userid is kamal3 -->