SELECTED PUBLICATIONS

Online Publication Directories

· The Publications Directory

· Online Tech Reports

Journal Articles

“Evaluation metrics in classification: A quantification of distance-bias”

Computational Intelligence, Vol. 54, No. 3, pp. 187-193. 2003. (ps)

“Cross Training and its application to skill mining”

IBM System Journal, Vol. 41, No. 3 pp. 449-460. 2002. (pdf, @IBM)

First Tier Conferences

“Sheepdog: Learning Procedures for Technical Support”

Proceedings of the 2004 International Conference on Intelligent User Interfaces (IUI 2004). 2004. (pdf)

“Sublinear time approximate clustering”

Proceedings of the Twelfth Annual ACM-SIAM Symposium on Discrete Algorithms (SODA 2001). 2001. (ps, pdf)

“A Quantification of Distance-Bias Between Evaluation Metrics In Classification”

Proceedings of the Seventeenth International Conference on Machine Learning. 2000. (ps)

“An Alternative to Deduction”

Proceedings of the Thirteenth Annual Conference of the Cognitive Science Society. 1991. (ps)

“Making SME Greedy and Pragmatic”

Proceedings of the Twelfth Annual Conference of the Cognitive Science Society. 1990. (ps)

Book Chapter

“A First Theory of Plausible Inference and Its Use in Continuous Domain Planning”

Machine Learning Methods for Planning. (ps, figures)

(Selected from the Symposium on Learning Methods for Planning and Scheduling for publication in extended book form.)

Other Conferences, Workshops, and Symposia

“Programming Shell Scripts by Demonstration”

The Nineteenth National Conference on Artificial Intelligence (AAAI 2004):
Supervisory Control of Learning and Adaptive Systems workshop. 2004. (pdf)

“Programming-by-demonstration for Behavior-based User Interface Customization”

Proceedings of the Workshop on Behavior-Based User Interface Customization, (IUI 2004). 2004. (pdf)

“Learning Procedures for Autonomic Computing”

Proceedings of the Eighteenth International Joint Conference on Artificial Intelligence, (JCAI 2003):

Developing a Research Agenda for Self-Managing Computer Systems Workshop. 2003. (pdf)

“Personal Wizards: Collaborative End-User Programming”

Proceedings of the CHI 2003 Conference on Human Factors: Workshop on Perspectives in End User Development. 2003. (doc)

“A Unified Framework for Evaluation Metrics in Classification Using Decision Trees”

Proceedings of the 12th European Conference on Machine Learning (ECML 2001). 2001.

“Mapping knowledge production in network organizations”

IBM Academy of Technology Conference on Knowledge Management. 2001.

“Dynamic-Bias Induction”

American Association for Artificial Intelligence Fall Symposium Series on Relevance (AAAI-94). 1994. (ps, extended version)

“A First Theory of Plausible Inference and Its Use in Continuous Domain Planning”

Symposium on Learning Methods for Planning and Scheduling. 1991. (ps)