| 2014 | ICCBR | An Algorithm for Conversational Case-Based Reasoning in Classification Tasks. | David McSherry |
| 2012 | ICCBR | A Lazy Learning Approach to Explaining Case-Based Reasoning Solutions. | David McSherry |
| 2011 | ICCBR | Learning More from Experience in Case-Based Reasoning. | David McSherry, Christopher Stretch |
| 2011 | ICIDS | Adaptive Storytelling and Story Repair in a Dynamic Environment. | Richard Paul, Darryl Charles, Michael McNeill, David McSherry |
| 2011 | IJCAI | Minimally Complete Recommendations. | David McSherry |
| 2010 | ICCBR | A Case-Based Reasoning Approach to Automating the Construction of Multiple Choice Questions. | David McSherry |
| 2010 | ICIDS | MIST: An Interactive Storytelling System with Variable Character Behavior. | Richard Paul, Darryl Charles, Michael McNeill, David McSherry |
| 2009 | AIME | Conversational Case-Based Reasoning in Medical Classification and Diagnosis. | David McSherry |
| 2007 | ICCBR | Mixed-Initiative Relaxation of Constraints in Critiquing Dialogues. | David McSherry, David W. Aha |
| 2007 | IJCAI | The Ins and Outs of Critiquing. | David McSherry, David W. Aha |
| 2006 | SGAI | Avoiding Long and Fruitless Dialogues in Critiquing. | David McSherry, David W. Aha |
| 2005 | IJCAI | Automating the Discovery of Recommendation Knowledge. | David McSherry, Christopher Stretch |
| 2005 | SGAI | Recommendation Knowledge Discovery. | David McSherry, Christopher Stretch |
| 2004 | SGAI | Automating the Discovery of Recommendation Rules. | David McSherry |
| 2003 | ICCBR | Similarity and Compromise. | David McSherry |
| 2003 | IJCAI | Increasing Dialogue Efficiency in Case-Based Reasoning Without Loss of Solution Quality. | David McSherry |
| 2003 | IJCAI | Coverage-Optimized Retrieval. | David McSherry |
| 2003 | SGAI | Balancing User Satisfaction and Cognitive Load in Coverage-Optimised Retrieval. | David McSherry |
| 2002 | ECAI | Recommendation Engineering. | David McSherry |
| 2001 | ICCBR | Precision and Recall in Interactive Case-Based Reasoning. | David McSherry |
| 2001 | IJCAI | Minimizing Dialog Length in Interactive Case-Based Reasoning. | David McSherry |
| 1999 | IJCAI | Demand-Driven Discovery of Adaptation Knowledge. | David McSherry |
| 1997 | AIME | Hypothesist: A Development Environment for Intelligent Diagnostic Systems. | David McSherry |
| 1997 | IDA | A Strategy for Increasing the Efficiency of Rule Discovery in Data Mining. | David McSherry |