| 2025 | COLING | GAProtoNet: A Multi-head Graph Attention-based Prototypical Network for Interpretable Text Classification. | Ximing Wen, Wenjuan Tan, Rosina Weber |
| 2025 | FlAIRS | Measuring Interpretability: A systematic literature review of interpretability measures in artificial intelligence. | Prateek Goel, Rosina Weber |
| 2023 | ICASSP | Investigating SINDy as a Tool for Causal Discovery in Time Series Signals. | Andrew O'Brien, Rosina Weber, Edward Kim |
| 2009 | FlAIRS | Discovering Patterns of Collaboration for Recommendation. | Sidath Gunawardena, Rosina Weber |
| 2007 | FlAIRS | Generating Reports from Case-Based Knowledge Artifacts. | Rosina Weber, Sidath Gunawardena, Jason M. Proctor |
| 2006 | WEBIST | Modeling Preferences Online. | Maria-Cleci Martins, Rosina Weber |
| 2005 | ICCBR | Identifying Facts for TCBR. | Jason M. Proctor, Ilya Waldstein, Rosina Weber |
| 2005 | ICCBR | CBR for Modeling Complex Systems. | Rosina Weber, Jason M. Proctor, Ilya Waldstein, Andres Kriete |
| 2005 | WEBIST | Modeling Preferences Online. | Maria-Cleci Martins, Rosina Weber |
| 2004 | FlAIRS | Identifying Critical Factors in Case-Based Prediction. | Rosina Weber, William M. Evanco, Michael Waller, June M. Verner |
| 2003 | ICCBR | Predicting Software Development Project Outcomes. | Rosina Weber, Michael Waller, June M. Verner, William M. Evanco |
| 2003 | WETICE | Proactive Knowledge Distribution for Agile Processes. | Rosina Weber |
| 2002 | IUI | Intelligent elicitation of military lessons. | Rosina Weber, David W. Aha |
| 2001 | FlAIRS | On the Technological, Human, and Managerial Issues in Sharing Organizational Lessons. | Rosina Weber, Len Breslow, Nabil Sandhu |
| 2001 | IJCAI | Bridging the Lesson Distribution Gap. | David W. Aha, Rosina Weber, Hctor Muoz-Avila, Len Breslow, Kalyan Moy Gupta |
| 2001 | IJCAI | SiN: Integrating Case-based Reasoning with Task Decomposition. | Hctor Muoz-Avila, David W. Aha, Dana S. Nau, Rosina Weber, Len Breslow, Fusun Yaman |
| 2000 | FlAIRS | Active Case-Based Reasoning for Lessons Delivery System. | Rosina Weber, David W. Aha, Karl Branting, J. Robert Lucas, Irma Becerra-Fernandez |
| 2000 | ISMIS | An Intelligent Lessons Learned Process. | Rosina Weber, David W. Aha, Hctor Muoz-Avila, Len Breslow |
| 1999 | ICAIL | Intelligent jurisprudence research: a new concept. | Rosina Weber |