| 2020 | GLOBECOM | Exploiting Text Data to Improve Critical Care Mortality Prediction. | Bryan Auslander, Kalyan Moy Gupta, Michael W. Floyd, Sam Blisard, David W. Aha |
| 2020 | ICCBR | Case-Based Gesture Interface for Multiagent Formation Control. | Divya K. Srivastava, Daniel M. Lofaro, Tristan Schuler, Donald Sofge, David W. Aha |
| 2018 | AAAI | Towards Explainable NPCs: A Relational Exploration Learning Agent. | Matthew Molineaux, Dustin Dannenhauer, David W. Aha |
| 2018 | AAAI | Comparing Reward Shaping, Visual Hints, and Curriculum Learning. | Rey Pocius, David Isele, Mark Roberts, David W. Aha |
| 2018 | ICCBR | Novel Object Discovery Using Case-Based Reasoning and Convolutional Neural Networks. | J. T. Turner, Michael W. Floyd, Kalyan Moy Gupta, David W. Aha |
| 2017 | AAAI | The AI Rebellion: Changing the Narrative. | David W. Aha, Alexandra Coman |
| 2017 | AAAI | Social Attitudes of AI Rebellion: A Framework. | Alexandra Coman, Benjamin Johnson, Gordon Briggs, David W. Aha |
| 2017 | AAAI | Dynamic Goal Recognition Using Windowed Action Sequences. | David H. Mnager, Dongkyu Choi, Michael W. Floyd, Christine Task, David W. Aha |
| 2017 | AAAI | Incorporating Domain-Independent Planning Heuristics in Hierarchical Planning. | Vikas Shivashankar, Ron Alford, David W. Aha |
| 2017 | FlAIRS | Using Deep Learning to Automate Feature Modeling in Learning by Observation. | Michael W. Floyd, J. T. Turner, David W. Aha |
| 2017 | FlAIRS | Towards Deception Detection in a Language-Driven Game. | Will Hancock, Michael W. Floyd, Matthew Molineaux, David W. Aha |
| 2017 | ICCBR | Case-Based Team Recognition Using Learned Opponent Models. | Michael W. Floyd, Justin Karneeb, David W. Aha |
| 2017 | IJCAI | A Goal Reasoning Agent for Controlling UAVs in Beyond-Visual-Range Air Combat. | Michael W. Floyd, Justin Karneeb, Philip Moore, David W. Aha |
| 2016 | AAAI | Mixed Propositional Metric Temporal Logic: A New Formalism for Temporal Planning. | Son Thanh To, Mark Roberts, Thomas Apker, Benjamin Johnson, David W. Aha |
| 2016 | ECAI | Cost-Optimal Algorithms for Planning with Procedural Control Knowledge. | Vikas Shivashankar, Ron Alford, Mark Roberts, David W. Aha |
| 2016 | ICCBR | Incorporating Transparency During Trust-Guided Behavior Adaptation. | Michael W. Floyd, David W. Aha |
| 2016 | IJCAI | Hierarchical Planning: Relating Task and Goal Decomposition with Task Sharing. | Ron Alford, Vikas Shivashankar, Mark Roberts, Jeremy Frank, David W. Aha |
| 2016 | IJCAI | Semantic Classification of Utterances in a Language-Driven Game. | Kellen Gillespie, Michael W. Floyd, Matthew Molineaux, Swaroop Vattam, David W. Aha |
| 2016 | WACV | Image Surveillance Assistant. | Michael Maynord, Sambit Bhattacharya, David W. Aha |
| 2015 | FlAIRS | Case-Based Behavior Recognition in Beyond Visual Range Air Combat. | Hayley Borck, Justin Karneeb, Ron Alford, David W. Aha |
| 2015 | FlAIRS | Increasing the Runtime Speed of Case-Based Plan Recognition. | Michael Maynord, Swaroop Vattam, David W. Aha |
| 2015 | FlAIRS | Coordinating Robot Teams for Disaster Relief. | Mark Roberts, Thomas Apker, Benjamin Johnson, Bryan Auslander, Briana Wellman, David W. Aha |
| 2015 | FlAIRS | Error Tolerant Plan Recognition: An Empirical Investigation. | Swaroop Vattam, David W. Aha, Michael W. Floyd |
| 2015 | ICCBR | Learning to Estimate: A Case-Based Approach to Task Execution Prediction. | Bryan Auslander, Michael W. Floyd, Thomas Apker, Benjamin Johnson, Mark Roberts, David W. Aha |
| 2015 | ICCBR | Case-Based Policy and Goal Recognition. | Hayley Borck, Justin Karneeb, Michael W. Floyd, Ron Alford, David W. Aha |
| 2015 | ICCBR | Improving Trust-Guided Behavior Adaptation Using Operator Feedback. | Michael W. Floyd, Michael Drinkwater, David W. Aha |
| 2015 | ICCBR | Flexible Plan-Subplan Matching for Plan Recognition in Case-Based Agents. | Keith A. Frazer, Swaroop Vattam, David W. Aha |
| 2015 | ICCBR | Case-Based Plan Recognition Under Imperfect Observability. | Swaroop Vattam, David W. Aha |
| 2015 | IJCAI | Tight Bounds for HTN Planning with Task Insertion. | Ron Alford, Pascal Bercher, David W. Aha |
| 2015 | IJCAI | Trust-Guided Behavior Adaptation Using Case-Based Reasoning. | Michael W. Floyd, Michael Drinkwater, David W. Aha |
| 2015 | SoCS | Tight Bounds for HTN Planning with Task Insertion (Extended Abstract). | Ron Alford, Pascal Bercher, David W. Aha |
| 2014 | AAAI | Learning Unknown Event Models. | Matthew Molineaux, David W. Aha |
| 2014 | ICCBR | Case-Based Parameter Selection for Plans: Coordinating Autonomous Vehicle Teams. | Bryan Auslander, Tom Apker, David W. Aha |
| 2014 | ICCBR | How Much Do You Trust Me? Learning a Case-Based Model of Inverse Trust. | Michael W. Floyd, Michael Drinkwater, David W. Aha |
| 2014 | ICCBR | Case-Based Plan Recognition Using Action Sequence Graphs. | Swaroop Vattam, David W. Aha, Michael W. Floyd |
| 2014 | ICCSA | Adapting Autonomous Behavior Using an Inverse Trust Estimation. | Michael W. Floyd, Michael Drinkwater, David W. Aha |
| 2013 | CIKM | Labels or attributes?: rethinking the neighbors for collective classification in sparsely-labeled networks. | Luke K. McDowell, David W. Aha |
| 2013 | CogSci | Spontaneous Analogy by Piggybacking on a Perceptual System. | Marc Pickett, David W. Aha |
| 2013 | FlAIRS | User Authentication from Web Browsing Behavior. | Myriam Abramson, David W. Aha |
| 2013 | FlAIRS | Acquiring User Models to Test Automated Assistants. | Marc Pickett, David W. Aha, J. Gregory Trafton |
| 2013 | FlAIRS | Extending Word Highlighting in Multiparticipant Chat. | David C. Uthus, David W. Aha |
| 2013 | FlAIRS | Domain-Independent Heuristics for Goal Formulation. | Mark A. Wilson, Matthew Molineaux, David W. Aha |
| 2013 | ICCBR | Case-Based Goal-Driven Coordination of Multiple Learning Agents. | Ulit Jaidee, Hctor Muoz-Avila, David W. Aha |
| 2013 | IJCNLP | Detecting Bot-Answerable Questions in Ubuntu Chat. | David C. Uthus, David W. Aha |
| 2013 | ICSE | High assurance human-centric decision systems. | Constance L. Heitmeyer, Marc Pickett, Len Breslow, David W. Aha, J. Greg Trafton, Elizabeth I. Leonard |
| 2012 | ICCBR | Learning and Reusing Goal-Specific Policies for Goal-Driven Autonomy. | Ulit Jaidee, Hctor Muoz-Avila, David W. Aha |
| 2012 | ICML | Semi-Supervised Collective Classification via Hybrid Label Regularization. | Luke K. McDowell, David W. Aha |
| 2011 | FlAIRS | Active and Interactive Discovery of Goal Selection Knowledge. | Jay H. Powell, Matthew Molineaux, David W. Aha |
| 2011 | IJCAI | Integrated Learning for Goal-Driven Autonomy. | Ulit Jaidee, Hctor Muoz-Avila, David W. Aha |
| 2011 | IJCNN | Unsupervised and transfer learning challenge. | Isabelle Guyon, Gideon Dror, Vincent Lemaire, Graham W. Taylor, David W. Aha |
| 2010 | AAAI | Planning in Dynamic Environments: Extending HTNs with Nonlinear Continuous Effects. | Matthew Molineaux, Matthew Klenk, David W. Aha |
| 2010 | AAAI | Goal-Driven Autonomy in a Navy Strategy Simulation. | Matthew Molineaux, Matthew Klenk, David W. Aha |
| 2010 | FlAIRS | Meta-Prediction for Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 2010 | FlAIRS | Applying Goal Driven Autonomy to a Team Shooter Game. | Hector Muoz-Avila, David W. Aha, Ulit Jaidee, Matthew Klenk, Matthew Molineaux |
| 2010 | ICCBR | Goal-Driven Autonomy with Case-Based Reasoning. | Hctor Muoz-Avila, Ulit Jaidee, David W. Aha, Elizabeth Carter |
| 2009 | FlAIRS | Beating the Defense: Using Plan Recognition to Inform Learning Agents. | Matthew Molineaux, David W. Aha, Gita Sukthankar |
| 2009 | ICCBR | Case-Based Reasoning in Transfer Learning. | David W. Aha, Matthew Molineaux, Gita Sukthankar |
| 2009 | ICCBR | Case-Based Collective Inference for Maritime Object Classification. | Kalyan Moy Gupta, David W. Aha, Philip Moore |
| 2008 | AAAI | Enabling the Interoperability of Large-Scale Legacy Systems. | Kalyan Moy Gupta, Michael Zang, Adam Gray, David W. Aha, Joe Kriege |
| 2008 | AAAI | IMT: A Mixed-Initiative Data Mapping and Search Toolkit. | Michael Zang, Adam Gray, Joe Kriege, Kalyan Moy Gupta, David W. Aha |
| 2008 | FlAIRS | Learning Continuous Action Models in a Real-Time Strategy Environment. | Matthew Molineaux, David W. Aha, Philip Moore |
| 2007 | AAAI | Cautious Inference in Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 2007 | FlAIRS | Case-Based Collective Classification. | Luke K. McDowell, Kalyan Moy Gupta, David W. Aha |
| 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 | AAAI | TIELT: A Testbed for Gaming Environments. | Matthew Molineaux, David W. Aha |
| 2005 | AAAI | Automatically Acquiring Domain Knowledge For Adaptive Game AI Using Evolutionary Learning. | Marc J. V. Ponsen, Hctor Muoz-Avila, Pieter Spronck, David W. Aha |
| 2005 | FlAIRS | Automating Planning Using Natural Language. | Kalyan Moy Gupta, David W. Aha |
| 2005 | ICCBR | Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game. | David W. Aha, Matthew Molineaux, Marc J. V. Ponsen |
| 2005 | ICCBR | Evaluating Case-Based Systems in Virtual Games. | Keith Needels, Matthew Molineaux, David W. Aha |
| 2005 | ICML | Learning approximate preconditions for methods in hierarchical plans. | Okhtay Ilghami, Hctor Muoz-Avila, Dana S. Nau, David W. Aha |
| 2004 | FlAIRS | Towards Acquiring Case Indexing Taxonomies From Text. | Kalyan Moy Gupta, David W. Aha |
| 2003 | FlAIRS | Case-Based Argumentation via Process Models. | J. William Murdock, David W. Aha, Len Breslow |
| 2003 | ICCBR | Assessing Elaborated Hypotheses: An Interpretive Case-Based Reasoning Approach. | J. William Murdock, David W. Aha, Len Breslow |
| 2002 | FlAIRS | Causal Query Elaboration in Conversational Case-Based Reasoning. | David W. Aha, Kalyan Moy Gupta |
| 2002 | IUI | Intelligent elicitation of military lessons. | Rosina Weber, David W. Aha |
| 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 | AAAI | HICAP: An Interactive Case-Based Planning Architecture and its Application to Noncombatant Evacuation Operations. | Hctor Muoz-Avila, David W. Aha, Len Breslow, Dana S. Nau |
| 1999 | FlAIRS | Case-Based Problem Solving for Knowledge Management Systems. | Irma Becerra-Fernandez, David W. Aha |
| 1999 | ICCBR | The AAAI-99 KM/CBR Workshop: Summary of Contributions. | David W. Aha |
| 1999 | ICCBR | Using Guidelines to Constrain Interactive Case-Based HTN Planning. | Hctor Muoz-Avila, Daniel C. McFarlane, David W. Aha, Len Breslow, James A. Ballas, Dana S. Nau |
| 1997 | AISTATS | Comparing Tree-Simplification Procedures. | Leonard A. Breslow, David W. Aha |
| 1997 | ICCBR | Refining Conversational Case Libraries. | David W. Aha, Len Breslow |
| 1995 | AISTATS | A Comparative Evaluation of Sequential Feature Selection Algorithms. | David W. Aha, Richard L. Bankert |
| 1995 | ICCBR | Weighting Features. | Dietrich Wettschereck, David W. Aha |
| 1995 | IJCAI | Stratified Case-Based Reasoning: Reusing Hierarchical Problem Solving Episodes. | Karl Branting, David W. Aha |
| 1994 | ICML | Learning Recursive Relations with Randomly Selected Small Training Sets. | David W. Aha, Stephane Lapointe, Charles X. Ling, Stan Matwin |
| 1994 | ICML | Towards a Better Understanding of Memory-based Reasoning Systems. | John Rachlin, Simon Kasif, Steven Salzberg, David W. Aha |
| 1992 | ICML | Generalizing from Case studies: A Case Study. | David W. Aha |
| 1991 | AAAI | Analyses of Instance-Based Learning Algorithms. | Marc K. Albert, David W. Aha |
| 1991 | ICML | Incremental Constructive Induction: An Instance-Based Approach. | David W. Aha |
| 1989 | ICML | Incremental, Instance-Based Learning of Independent and Graded Concept Descriptions. | David W. Aha |
| 1989 | IJCAI | Noise-Tolerant Instance-Based Learning Algorithms. | David W. Aha, Dennis F. Kibler |