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Matthew Rattigan
Matthew Rattigan
Verified email at cs.umass.edu
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Cited by
Cited by
Year
Graph clustering with network structure indices
MJ Rattigan, M Maier, D Jensen
Proceedings of the 24th international conference on Machine learning, 783-790, 2007
2392007
The case for anomalous link discovery
MJ Rattigan, D Jensen
Acm Sigkdd Explorations Newsletter 7 (2), 41-47, 2005
1522005
Using structure indices for efficient approximation of network properties
MJ Rattigan, M Maier, D Jensen
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
1042006
Exploiting network structure for active inference in collective classification
MJ Rattigan, M Maier, D Jensen
Seventh IEEE International Conference on Data Mining Workshops (ICDMW 2007 …, 2007
542007
Information awareness: A prospective technical assessment
D Jensen, M Rattigan, H Blau
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
362003
Statistical relational learning: Four claims and a survey
J Neville, M Rattigan, D Jensen
Workshop SRL, Int. Joint. Conf. on AI 25, 2003
222003
The case for anomalous link detection
MJ Rattigan, D Jensen
Proceedings of the 4th international workshop on multi-relational mining, 69-74, 2005
202005
Relational blocking for causal discovery
M Rattigan, M Maier, D Jensen
Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 145-151, 2011
192011
Indexing network structure with shortest-path trees
M Maier, M Rattigan, D Jensen
ACM Transactions on Knowledge Discovery from Data (TKDD) 5 (3), 1-25, 2011
162011
Randomization tests for relational learning
D Jensen, J Neville, M Rattigan
International Joint Conference on Artificial Intelligence (submitted), 2003
132003
Object conditioning for causal inference
D Jensen, J Burroni, M Rattigan
Uncertainty in Artificial Intelligence, 1072-1082, 2020
72020
Leveraging d-separation for relational data sets
MJH Rattigan, D Jensen
2010 IEEE International Conference on Data Mining, 989-994, 2010
62010
Leveraging relational representations for causal discovery
MJH Rattigan
University of Massachusetts Amherst, 2012
42012
Opportunities and Risks for Data Science in Organizations: Banking, Finance, and Policy-Special Session Overview
A Azzini, S Marrara, A Topalović, MP Bach, M Rattigan
2018 IEEE 5th International Conference on Data Science and Advanced …, 2018
32018
Reidentification of artists and genres in KDD Cup 2011
M Rattigan
Proceedings of the 2011 Workshop on Information in Networks, 2011
32011
Discovering Causal Knowledge by Design
ME Maier, MJ Rattigan, DD Jensen
Tech Report 09-47, University of Massachusetts Amherst, Computer Science …, 2009
32009
CoMID: COVID-19 Misinformation Alignment Detection Using Content and User Data
N Jafari, SM Sarwar, J Allan, K Sung, S Dori-Hacohen, M Rattigan
12022
Digging Data: Using Archaeology to Teach Responsible Data Practices in a Study Abroad Context
M Trim, A Tuck, M Rattigan, C Reilly
Proceedings of the 55th ACM Technical Symposium on Computer Science …, 2024
2024
Automatic Identification of Quasi-Experimental Designs for Scientific Discovery.
DD Jensen, AS Fast, BJ Taylor, ME Maier, MJ Rattigan
AAAI Fall Symposium: Automated Scientific Discovery, 24-25, 2008
2008
Learning Filesystems
MJ Rattigan
Synthesis, 2005
2005
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