| 2025 | CogSci | Chain of Thought Still Thinks Fast: APriCoT Helps with Thinking Slow. | Kyle Moore, Jesse Roberts, Thao Pham, Douglas H. Fisher |
| 2024 | AAAI | Using Artificial Populations to Study Psychological Phenomena in Neural Models. | Jesse Roberts, Kyle Moore, Drew Wilenzick, Douglas H. Fisher |
| 2024 | EMNLP | The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance. | Kyle Moore, Jesse Roberts, Thao Pham, Oseremhen Ewaleifoh, Douglas H. Fisher |
| 2020 | ICMLA | pReview: The Artificially Intelligent Conference Reviewer. | Jesse Roberts, Douglas H. Fisher |
| 2018 | SIGCSE | Integrating Social Good into CS Education. | Douglas H. Fisher, Jacqueline Cameron, Tamara L. Clegg, Stephanie E. August |
| 2017 | AAAI | A Selected Summary of AI for Computational Sustainability. | Douglas H. Fisher |
| 2017 | SIGCSE | Establishing Conventions for Citing Educational Materials (Abstract Only). | Douglas H. Fisher |
| 2016 | ICCBR | Meal Planning from an Abstraction Hierarchy of Menus and Recipes. | Douglas H. Fisher |
| 2015 | SIGCSE | Blended CS Courses using Massive, Open, Online Courses (and other Online Resources) (Abstract Only). | Douglas H. Fisher, Janet E. Burge, Mary Lou Maher, Jerry Roth |
| 2014 | ICSE | The past, present, and future of MOOCs and their relevance to software engineering. | Balakrishnan Dasarathy, Kevin J. Sullivan, Douglas C. Schmidt, Douglas H. Fisher, Adam A. Porter |
| 2005 | AMIA | Using Prior Knowledge and Rule Induction Methods to Discover Molecular Markers of Prognosis in Lung Cancer. | Lewis J. Frey, Mary E. Edgerton, Douglas H. Fisher, Lianhong Tang, Zhihua Chen |
| 2005 | IDA | Searching for Meaningful Feature Interactions with Backward-Chaining Rule Induction. | Douglas H. Fisher, Mary E. Edgerton, Lianhong Tang, Lewis J. Frey, Zhihua Chen |
| 2003 | ICDM | Identifying Markov Blankets with Decision Tree Induction. | Lewis J. Frey, Douglas H. Fisher, Ioannis Tsamardinos, Constantin F. Aliferis, Alexander R. Statnikov |
| 2003 | ICDM | Bootstrapping Rule Induction. | Lemuel R. Waitman, Douglas H. Fisher, Paul H. King |
| 2000 | KDD | An empirical analysis of techniques for constructing and searching k-dimensional trees. | Douglas A. Talbert, Douglas H. Fisher |
| 1999 | AISTATS | Modeling decision tree performance with the power law. | Lewis J. Frey, Douglas H. Fisher |
| 1999 | ICML | OPT-KD: An Algorithm for Optimizing Kd-Trees. | Douglas A. Talbert, Douglas H. Fisher |
| 1999 | IDA | Exploiting Sample-Data Distributions to Reduce the Cost of Nearest-Neighbor Searches with Kd-Trees. | Douglas A. Talbert, Douglas H. Fisher |
| 1997 | AISTATS | Inference using Probabilistic Concept Trees. | Douglas H. Fisher, Douglas A. Talbert |
| 1992 | ICML | Ordering Effects in Clustering. | Douglas H. Fisher, Ling Xu, Nazih Zard |
| 1991 | ICML | Combining Evidence of Deep and Surface Similarity. | Douglas H. Fisher, Jungsoon P. Yoo |
| 1991 | ICML | Identifying Cost Effective Boundaries of Operationality. | Jungsoon P. Yoo, Douglas H. Fisher |
| 1991 | IJCAI | Concept Formation over Explanations and Problem-Solving Experience. | Jungsoon P. Yoo, Douglas H. Fisher |
| 1990 | ICML | Search Control, Utility, and Concept Induction. | Brian M. Carlson, Jerry B. Weinberg, Douglas H. Fisher |
| 1989 | ICML | Processing Issues in Comparisons of Symbolic and Connectionist Learning Systems. | Douglas H. Fisher, Kathleen B. McKusick, Raymond J. Mooney, Jude W. Shavlik, Geoffrey G. Towell |
| 1989 | ICML | Conceptual Clustering of Mean-Ends Plans. | Hua Yang, Douglas H. Fisher |
| 1989 | ICML | Conceptual Clustering of Explanations. | Jungsoon P. Yoo, Douglas H. Fisher |
| 1989 | IJCAI | Noise-Tolerant Conceptual Clustering. | Douglas H. Fisher |
| 1989 | IJCAI | An Empirical Comparison of ID3 and Back-propagation. | Douglas H. Fisher, Kathleen B. McKusick |
| 1988 | AAAI | A Computational Account of Basic Level and Typicality Effects. | Douglas H. Fisher |
| 1988 | ICML | Concept Simplification and Prediction Accuracy. | Douglas H. Fisher, Jeffrey C. Schlimmer |
| 1987 | AAAI | Improving Inference through Conceptual Clustering. | Douglas H. Fisher |
| 1986 | AAAI | A Case Study of Incremental Concept Induction. | Jeffrey C. Schlimmer, Douglas H. Fisher |
| 1985 | IJCAI | Approaches to Conceptual Clustering. | Douglas H. Fisher, Pat Langley |