| 2026 | SIGCSE | Can Computer Science Instructors See Inside the Cognitive Black Box of Student AI Use? | Ronni Kurtzhals, Anne Denton, Terry Traylor |
| 2009 | ICDM | Mining for Core Patterns in Stock Market Data. | Jianfei Wu, Anne Denton, Omar el Ariss, Dianxiang Xu |
| 2008 | SDM | A pattern mining approach toward discovering generalized sequence signatures. | Dietmar H. Dorr, Anne Denton |
| 2007 | ICMLA | Generalized Sequence Signatures through Symbolic Clustering. | Dietmar H. Dorr, Anne Denton |
| 2005 | ICDM | Kernel-Density-Based Clustering of Time Series Subsequences Using a Continuous Random-Walk Noise Model. | Anne Denton |
| 2005 | KDD | Integration of profile hidden Markov model output into association rule mining. | Christopher Besemann, Anne Denton |
| 2004 | CATA | Decision Tree Induction for Dynamic, High-Dimensional Data Using P-Trees. | Anne Denton, William Perrizo |
| 2004 | KDD | Differential Association Rule Mining for the Study of Protein-Protein Interaction Networks. | Christopher Besemann, Anne Denton, Ajay Yekkirala, Ron Hutchison, Marc Anderson |
| 2004 | SDM | A Kernel-Based Semi-Nave Bayesian Classifier Using P-Trees. | Anne Denton, William Perrizo |
| 2003 | SAC | PINE - Podium Incremental Neighbor Evaluator for Classifying Spatial Data. | William Perrizo, Qin Ding, Anne Denton, Kirk Scott, Qiang Ding, Maleq Khan |
| 2002 | CAINE | Efficient Hierarchical Clustering of Large Data Sets Using P-trees. | Anne Denton, Qiang Ding, William Perrizo, Qin Ding |
| 2002 | CAINE | Lazy Classifiers Using P-trees. | William Perrizo, Qin Ding, Anne Denton |