Brian Gallagher



I am a graduate student in the Computer Science Department at the University of Massachusetts, Amherst. I am working with the Knowledge Discovery Lab, directed by David Jensen.

Publications

Gallagher, B., D. Jensen, and B.N. Levine (2004). Explaining Routing Performance in Disruption Tolerant Networks. University of Massachusetts Amherst, Technical Report 05-57.

Jensen, D., J. Neville, and B. Gallagher (2004). Why Collective Inference Improves Relational Classification. Proceedings of The Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

Neville, J., D. Jensen, and B. Gallagher (2003). Simple Estimators for Relational Bayesian Classifiers. Proceedings of The Third IEEE International Conference on Data Mining.

McGovern, A., L. Friedland, M. Hay, B. Gallagher, A. Fast, J. Neville and D. Jensen (2003). Exploiting Relational Structure to Understand Publication Patterns in High-Energy Physics. SIGKDD Explorations, December 2003, Volume 5, Issue 2, pages 165-172. Winning entry: KDD Cup 2003 Open Task, Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining.

Neville, J., D. Jensen, B. Gallagher and R. Fairgrieve. (2003) Simple Estimators for Relational Bayesian Classifers. University of Massachusetts Amherst, Technical Report 03-04.


Contact Info

Knowledge Discovery Laboratory
Computer Science Dept.
140 Governors Drive
University of Massachusetts
Amherst, MA 01003-9264

Email: bgallag at cs.umass.edu
Office: CSRC 356
Fax: 413.545.1249