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Matthew Rattigan
Matthew Rattigan
Verified email at cs.umass.edu
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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
1512005
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
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
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