2025
- Kerstin Bach, Ralph Bergmann, Florian Brand, Marta Caro-Martínez, Viktor Eisenstadt, et al.. Case-Based Reasoning Meets Large Language Models: A Research Manifesto For Open Challenges and Research Directions. 2025. ⟨hal-05006761⟩
2024
- Sen, A., Mainali, M., Rauch, C. B., Addison, U., Floyd, M. W., Goel, P., … & Weber, R. O. (2024, June). Counterfactual-Based Synthetic Case Generation. In International Conference on Case-Based Reasoning (pp. 388-403). Cham: Springer Nature Switzerland.
- Molineaux, M., Weber, R. O., Floyd, M. W., Menager, D., Larue, O., Addison, U., … & Meyer, J. (2024, June). Aligning to human decision-makers in military medical triage. In International Conference on Case-Based Reasoning (pp. 371-387). Cham: Springer Nature Switzerland.
- Rauch, C. B., Addison, U., Floyd, M., Goel, P., Karneeb, J., Kulhanek, R., … & Weber, R. (2024, May). Algorithmic Decision-Making in Difficult Scenarios. In Proceedings of the AAAI Symposium Series (Vol. 3, No. 1, pp. 583-585).
2023
- Menager, D. H. & Choi, D. (2023). Hybrid event memory as a case base for state estimation in cognitive agents. Case-Based Reasoning Research and Development, pp. 134-149.
- Kent, J. S. & Menager, D. H. (2023). Indecision trees: learning argument-based reasoning under quantified uncertainty. Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications, Vol. 1252915.
2022
- Menager, D. H., Choi, D., & Robins, S. K. (2022). Modeling human memory phenomena in a hybrid event memory system. Cognitive Systems Research, Vol. 75, pp. 25-35.
- Menager, D. H., Choi, D., & Robins, S. K. (2022) A Hybrid Theory of Event Memory. Minds and Machines, Vol. 32, pp. 365-394.
2021
- Ménager, D. H. (2021). Event Memory for Intelligent Agents (Doctoral dissertation, University of Kansas).
2018
- Ménager, D. (2018). Episodic Memory: Foundation of Explainable Autonomy (Master’s Thesis, University of Kansas).
- Menager, D. H. et al., (2018). Learning planning operators from episodic traces. AAAI Spring Symposium Series
2017
- Ménager, D. H., Choi, D., Floyd, M. W., Task, C., & Aha, D. W. (2017). Dynamic Goal Recognition Using Windowed Action Sequences. In AAAI Workshops.
2016
- Menager, D., and Choi, D. (2016). A Robust Implementation of Episodic Memory for a Cognitive Architecture. In CogSci.
- Ménager, D. H. (2016). Episodic Memory in a Cognitive Model. In ICCBR Workshops (pp. 267-271).
David Menager 