rattigan@cs.umass.edu

Matthew J. Rattigan

Knowledge Discovery Laboratory
Department of Computer Science
University of Massachusetts Amherst

rattigan@cs.umass.edu

About me: I'm a graduate student working under David Jensen in the Knowledge Discovery Laboratory at UMass. My research focuses around learning with relational data --- statistical properties, link models, and randomization techniques.
Publications: Rattigan, M., M. Maier, and D. Jensen (2007). Exploiting network structure for active inference in collective classification. ICDM Workshop on Mining Graphs and Complex Structures (MGCS2007). Rattigan, M., M. Maier, and D. Jensen (2007). Graph clustering with network structure indices. Proceedings of the 24th International Conference on Machine Learning. Rattigan, M., M. Maier, and D. Jensen (2006). Using structure indices for efficient approximation of network properties. Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Rattigan, M. and D. Jensen. (2005) The Case For Anomalous Link Discovery. ACM SIGKDD Explorations vol. 7 issue 2, December, 2005. [a workshop version of this paper was presented at MRDM 2005] Jensen, D. and M. Rattigan. (2003) Information Awareness: A Prospective Technical Assessment. Proceedings of the 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Neville, J., M. Rattigan and D. Jensen. (2003) Statistical Relational Learning: Four Claims and a Survey. Proceedings of the Workshop on Learning Statistical Models from Relational Data, 18th International Joint Conference on Artificial Intelligence. D. Jensen, J. Neville and M. Rattigan. (2003) Randomization Tests for Relational Learning. University of Massachusetts Amherst, Technical Report 03-05.
Et cetera: I drive a yellow car. I can eat fifty eggs. I like to run and I like to read. I prefer red wine to white. Lately I've been spending a lot of time climbing. I've also been known to flee the country from time to time, sometimes suddenly.
Last updated: 10/1/2006