| 2024 | A Case-Based Reasoning Approach to Post-injury Training Recommendations for Marathon Runners. Ciara Feely, Brian Caulfield, Aonghus Lawlor, Barry Smyth |
| 2024 | A Case-Based Reasoning and Explaining Model for Temporal Point Process. Bingqing Liu |
| 2024 | Aligning to Human Decision-Makers in Military Medical Triage. Matthew Molineaux, Rosina O. Weber, Michael W. Floyd, David H. Ménager, Othalia Larue, Ursula Addison, Ray Kulhanek, Noah Reifsnyder, Christopher B. Rauch, Mallika Mainali, Anik Sen, Prateek Goel, Justin Karneeb, J. T. Turner, John Meyer |
| 2024 | An Empirical Analysis of User Preferences Regarding XAI Metrics. Jesus M. Darias, Betül Bayrak, Marta Caro-Martínez, Belén Díaz-Agudo, Juan A. Recio-García |
| 2024 | Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning. Viktor Eisenstadt, Christoph Langenhan, Jessica Bielski, Ralph Bergmann, Klaus-Dieter Althoff |
| 2024 | Automatic Adjusting Global Similarity Measures in Learning CBR Systems. Stuart Gallina Ottersen, Kerstin Bach |
| 2024 | CBR-RAG: Case-Based Reasoning for Retrieval Augmented Generation in LLMs for Legal Question Answering. Nirmalie Wiratunga, Ramitha Abeyratne, Lasal Jayawardena, Kyle Martin, Stewart Massie, Ikechukwu Nkisi-Orji, Ruvan Weerasinghe, Anne Liret, Bruno Fleisch |
| 2024 | CBR-Ren: A Case-Based Reasoning Driven Retriever-Generator Model for Hybrid Long-Form Numerical Reasoning. Boda Feng, Hui Gao, Peng Zhang, Jing Zhang |
| 2024 | CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. Mirko Lenz, Lukas Malburg, Ralph Bergmann |
| 2024 | Case-Based Reasoning Research and Development - 32nd International Conference, ICCBR 2024, Merida, Mexico, July 1-4, 2024, Proceedings Juan A. Recio-García, Mauricio Gabriel Orozco-del-Castillo, Derek Bridge |
| 2024 | Counterfactual-Based Synthetic Case Generation. Anik Sen, Mallika Mainali, Christopher B. Rauch, Ursula Addison, Michael W. Floyd, Prateek Goel, Justin Karneeb, Ray Kulhanek, Othalia Larue, David H. Ménager, Matthew Molineaux, J. T. Turner, Rosina O. Weber |
| 2024 | Ensemble Stacking Case-Based Reasoning for Regression. Daniel Soto Forero, Marie-Laure Betbeder, Julien Henriet |
| 2024 | Even-Ifs from If-Onlys: Are the Best Semi-factual Explanations Found Using Counterfactuals as Guides? Saugat Aryal, Mark T. Keane |
| 2024 | Examining the Potential of Sequence Patterns from EEG Data as Alternative Case Representation for Seizure Detection. Jonah Fernandez, Guillem Hernández Guillamet, Cristina Montserrat, Bianca Innocenti, Beatriz López |
| 2024 | Experiential Questioning for VQA. Ruben Gómez Blanco, Adrián Pérez Peinador, Adrián Sanjuan Espejo, Antonio A. Sánchez-Ruiz, Belén Díaz-Agudo |
| 2024 | Explaining Multiple Instances Counterfactually:User Tests of Group-Counterfactuals for XAI. Greta Warren, Eoin Delaney, Christophe Guéret, Mark T. Keane |
| 2024 | Extracting Indexing Features for CBR from Deep Neural Networks: A Transfer Learning Approach. Zachary Wilkerson, David Leake, Vibhas Vats, David Crandall |
| 2024 | Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing. Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio |
| 2024 | Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. Lukas Malburg, Maxim Hotz, Ralph Bergmann |
| 2024 | Integrating kNN Retrieval with Inference on Graphical Models in Case-Based Reasoning. Luigi Portinale |
| 2024 | Item-Specific Similarity Assessments for Explainable Depression Screening. Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-García, Esperanza C. Orozco-del-Castillo |
| 2024 | Olaaaf: A General Adaptation Prototype. Erwan Diebold, Yan Kabrit, Axel Kril, Jean Lieber, Paul Malvaud, Emmanuel Nauer, Jules Sipp |
| 2024 | On Implementing Case-Based Reasoning with Large Language Models. Kaitlynne Wilkerson, David Leake |
| 2024 | Retrieval Augmented Generation with LLMs for Explaining Business Process Models. Mirjam Minor, Eduard Kaucher |
| 2024 | The Intelligent Tutoring System AI-VT with Case-Based Reasoning and Real Time Recommender Models. Daniel Soto Forero, Simha Ackermann, Marie-Laure Betbeder, Julien Henriet |
| 2024 | Towards Network Implementation of CBR: Case Study of a Neural Network K-NN Algorithm. Xiaomeng Ye, David Leake, Yu Wang, Ziwei Zhao, David Crandall |
| 2024 | Towards a Case-Based Support for Responding Emergency Calls. Lisa Grumbach, Alexander Winzig, Ralph Bergmann |
| 2024 | Use Case-Specific Reuse of XAI Strategies: Design and Analysis Through an Evaluation Metrics Library. Marta Caro-Martínez, Jesus M. Darias, Belén Díaz-Agudo, Juan A. Recio-García |
| 2024 | Using Case-Based Causal Reasoning to Provide Explainable Counterfactual Diagnosis in Personalized Sprint Training. Dandan Cui, Jianwei Guo, Ping Liu, Xiangning Zhang |
| 2024 | Visualization of Similarity Models for CBR Comprehension and Maintenance. Guillermo Jiménez-Díaz, Belén Díaz-Agudo |