| 2022 | Forecasting for Sustainable Dairy Produce: Enhanced Long-Term, Milk-Supply Forecasting Using k-NN for Data Augmentation, with Prefactual Explanations for XAI. | Eoin Delaney, Derek Greene, Laurence Shalloo, Michael Lynch, Mark T. Keane |
| 2022 | Case-based Explanations for Black-Box Time Series and Image Models with Applications in Smart Agriculture. | Eoin Delaney |
| 2022 | Using Case-Based Reasoning for Capturing Expert Knowledge on Explanation Methods. | Jesus M. Darias, Marta Caro-Martnez, Beln Daz-Agudo, Juan A. Recio-Garca |
| 2022 | A Factorial Study of Neural Network Learning from Differences for Regression. | Mathieu d'Aquin, Emmanuel Nauer, Jean Lieber |
| 2022 | A Case-Based Reasoning Approach to Plugin Parameter Selection in Vocal Audio Production. | Michael Paul Clemens, Nancy N. Blackburn, Rushit Sanghrajka, Monthir Ali, Michael Gardone, Shilpa Thomas, Hunter Finney, Rogelio E. Cardona-Rivera |
| 2022 | The Three E's of Explainability in Collaborative Computational Co-Creativity: Emotionality, Effectiveness, and Explicitness. | Michel P. Clemens |
| 2022 | Conceptual Modelling of Explanation Experiences Through the iSeeOnto Ontology. | Marta Caro-Martnez, Anjana Wijekoon, Juan A. Recio-Garca, David Corsar, Ikechukwu Nkisi-Orji |
| 2022 | Unsupervised clustering applied to the optimization of a Case-based Reasoning system for the selection of optimal image explanation methods. | Esteban E. Brito-Borges, Mauricio Gabriel Orozco-del-Castillo, Juan A. Recio-Garca |
| 2022 | Activity Recognition and Explanation for Cancer Health Awareness. | Hayley Borck, Jack Ladwig, Joseph B. Mueller, Steven Johnston, Helen Wauck, Ruta Wheelock, Richard G. Freedman |
| 2022 | Algorithmic Bias and Fairness in Case-Based Reasoning. | William Blanzeisky, Barry Smyth, Pdraig Cunningham |
| 2022 | Explaining your Neighbourhood: A CBR Approach for Explaining Black-Box Models. | Betl Bayrak, Paola Marn-Veites, Kerstin Bach |
| 2022 | Theoretical and Experimental Study of a Complexity Measure for Analogical Transfer. | Fadi Badra, Marie-Jeanne Lesot, Aman Barakat, Christophe Marsala |
| 2022 | CoAT-APC: When Analogical Proportion-based Classification Meets Case-based Reasoning. | Fadi Badra, Marie-Jeanne Lesot |
| 2022 | An analogy based framework for patient-stay identification in healthcare. | Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet |
| 2022 | When a CBR in Hand Better than Twins in the Bush. | Mobyen Uddin Ahmed, Shaibal Barua, Shahina Begum, Mir Riyanul Islam, Rosina O. Weber |
| 2022 | Exploring the Effect of Recipe Representation on Critique-Based Conversational Recommendation. | Fakhri Abbas, Nadia Najjar, David C. Wilson |
| 2021 | Deciphering Ancient Chinese Oracle Bone Inscriptions Using Case-Based Reasoning. | Gechuan Zhang, Dairui Liu, Barry Smyth, Ruihai Dong |
| 2021 | Similar Questions Correspond to Similar SQL Queries: A Case-Based Reasoning Approach for Text-to-SQL Translation. | Wei Yu, Xiaoting Guo, Fei Chen, Tao Chang, Mengzhu Wang, Xiaodong Wang |
| 2021 | Learning Adaptations for Case-Based Classification: A Neural Network Approach. | Xiaomeng Ye, David Leake, Vahid Jalali, David J. Crandall |
| 2021 | Task and Situation Structures for Case-Based Planning. | Hao Yang, Tavan Eftekhar, Chad Esselink, Yan Ding, Shiqi Zhang |
| 2021 | Actionable Feature Discovery in Counterfactuals using Feature Relevance Explainers. | Nirmalie Wiratunga, Anjana Wijekoon, Ikechukwu Nkisi-Orji, Kyle Martin, Chamath Palihawadana, David Corsar |
| 2021 | On Combining Knowledge-Engineered and Network-Extracted Features for Retrieval. | Zachary Wilkerson, David Leake, David J. Crandall |
| 2021 | Knowledge-based XAI through CBR: There is More to Explanations than Models Can Tell. | Rosina O. Weber, Manil Shrestha, Adam J. Johs |
| 2021 | Longitudinal Distance: Towards Accountable Instance Attribution. | Rosina O. Weber, Prateek Goel, Shideh Shams Amiri, Gideon Simpson |
| 2021 | A Case-Based Approach to Data-to-Text Generation. | Ashish Upadhyay, Stewart Massie, Ritwik Kumar Singh, Garima Gupta, Muneendra Ojha |