| 2010 | COLING | Resolving Surface Forms to Wikipedia Topics. | Yiping Zhou, Lan Nie, Omid Rouhani-Kalleh, Flavian Vasile, Scott Gaffney |
| 2010 | ICDM | Learning Document Labels from Enriched Click Graphs. | Lan Nie, Zhigang Hua, Xiaofeng He, Scott Gaffney |
| 2010 | WWW | A large-scale active learning system for topical categorization on the web. | Suju Rajan, Dragomir Yankov, Scott Gaffney, Adwait Ratnaparkhi |
| 2009 | CIKM | Improving web page classification by label-propagation over click graphs. | Soo-Min Kim, Patrick Pantel, Lei Duan, Scott Gaffney |
| 2003 | AISTATS | Curve Clustering with Random Effects Regression Mixtures. | Scott Gaffney, Padhraic Smyth |
| 2003 | KDD | Translation-invariant mixture models for curve clustering. | Darya Chudova, Scott Gaffney, Eric Mjolsness, Padhraic Smyth |
| 2003 | UAI | Probabilistic Models For Joint Clustering And Time-Warping Of Multidimensional Curves. | Darya Chudova, Scott Gaffney, Padhraic Smyth |
| 2000 | KDD | A general probabilistic framework for clustering individuals and objects. | Igor V. Cadez, Scott Gaffney, Padhraic Smyth |
| 1999 | KDD | Trajectory Clustering with Mixtures of Regression Models. | Scott Gaffney, Padhraic Smyth |