Matthew J. Rattigan

According to our database, Matthew J. Rattigan authored at least 12 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Digging Data: Using Archaeology to Teach Responsible Data Practices in a Study Abroad Context.

Michelle Trim, Anthony Tuck, Matthew J. Rattigan, Cole Reilly

Proceedings of the 55th ACM Technical Symposium on Computer Science Education, 2024

2019

Object Conditioning for Causal Inference.

David D. Jensen, Javier Burroni, Matthew J. Rattigan

Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019

2018

Opportunities and Risks for Data Science in Organizations: Banking, Finance, and Policy - Special Session Overview.

Antonia Azzini, Stefania Marrara, Amir Topalovic, Mirjana Pejic Bach, Matthew J. Rattigan

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2011

Indexing Network Structure with Shortest-Path Trees.

Marc E. Maier, Matthew J. Rattigan, David D. Jensen

ACM Trans. Knowl. Discov. Data, 2011

Relational Blocking for Causal Discovery.

Matthew J. Rattigan, Marc E. Maier, David D. Jensen

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Leveraging D-Separation for Relational Data Sets.

Matthew J. Rattigan, David D. Jensen

Proceedings of the ICDM 2010, 2010

2008

Automatic Identification of Quasi-Experimental Designs for Scientific Discovery.

David D. Jensen, Andrew S. Fast, Brian J. Taylor, Marc E. Maier, Matthew J. Rattigan

Proceedings of the Automated Scientific Discovery, 2008

2007

Graph clustering with network structure indices.

Matthew J. Rattigan, Marc E. Maier, David D. Jensen

Proceedings of the Machine Learning, 2007

Exploiting Network Structure for Active Inference in Collective Classification.

Matthew J. Rattigan, Marc E. Maier, David D. Jensen, Bin Wu, Xin Pei, Jianbin Tan, Yi Wang

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Using structure indices for efficient approximation of network properties.

Matthew J. Rattigan, Marc E. Maier, David D. Jensen

Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2006

2005

The case for anomalous link discovery.

Matthew J. Rattigan, David D. Jensen

SIGKDD Explor., 2005

2003

Information awareness: a prospective technical assessment.

David D. Jensen, Matthew J. Rattigan, Hannah Blau

Proceedings of the Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 24, 2003