Marc E. Maier

Marc E. Maier, Katerina Marazopoulou, David D. Jensen: Reasoning about Independence in Probabilistic Models of Relational Data. CoRR abs/1302.4381 (2013)

Marc E. Maier, David Jensen: Identifying Independence in Relational Models. CoRR abs/1206.3536 (2012)

Marc E. Maier, Matthew J. Rattigan, David Jensen: Indexing Network Structure with Shortest-Path Trees. TKDD 5(3): 15 (2011)

Matthew J. Rattigan, Marc E. Maier, David Jensen: Relational Blocking for Causal Discovery. AAAI 2011

Marc E. Maier, Brian J. Taylor, Huseyin Oktay, David Jensen: Learning Causal Models of Relational Domains. AAAI 2010

David D. Jensen, Andrew S. Fast, Brian J. Taylor, Marc E. Maier: Automatic identification of quasi-experimental designs for discovering causal knowledge. KDD 2008: 372-380

Heather A. Harrington, Marc E. Maier, Lé Santha Naidoo, Nathaniel Whitaker, Panayotis G. Kevrekidis: A hybrid model for tumor-induced angiogenesis in the cornea in the presence of inhibitors. Mathematical and Computer Modelling 46(3-4): 513-524 (2007)

Matthew J. Rattigan, Marc E. Maier, David Jensen, Bin Wu, Xin Pei, Jianbin Tan, Yi Wang: Exploiting Network Structure for Active Inference in Collective Classification. ICDM Workshops 2007: 429-434

Matthew J. Rattigan, Marc E. Maier, David Jensen: Graph clustering with network structure indices. ICML 2007: 783-790

Andrew S. Fast, Lisa Friedland, Marc E. Maier, Brian J. Taylor, David Jensen, Henry G. Goldberg, John Komoroske: Relational data pre-processing techniques for improved securities fraud detection. KDD 2007: 941-949

Matthew J. Rattigan, Marc E. Maier, David Jensen: Using structure indices for efficient approximation of network properties. KDD 2006: 357-366