| 2019 | A Data-Driven Approach for Determining Weights in Global Similarity Functions. Amar Jaiswal, Kerstin Bach |
| 2019 | A Tale of Two Communities: An Analysis of Three Decades of Case-Based Reasoning Research. Barry Smyth |
| 2019 | Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning. Christian Zeyen, Lukas Malburg, Ralph Bergmann |
| 2019 | An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs. Marta Caro-Martínez, Juan A. Recio-García, Guillermo Jiménez-Díaz |
| 2019 | An Approach to Case-Based Reasoning Based on Local Enrichment of the Case Base. Yves Lepage, Jean Lieber |
| 2019 | An Optimal Case-Base Maintenance Method for Compositional Adaptation Applications. Ditty Mathew, Sutanu Chakraborti |
| 2019 | CBR Confidence as a Basis for Confidence in Black Box Systems. Lawrence Gates, Caleb Kisby, David Leake |
| 2019 | Case-Based Reasoning Research and Development - 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings Kerstin Bach, Cindy Marling |
| 2019 | Comparing Similarity Learning with Taxonomies and One-Mode Projection in Context of the FEATURE-TAK Framework. Oliver Berg, Pascal Reuss, Rotem Stram, Klaus-Dieter Althoff |
| 2019 | Explanation of Recommenders Using Formal Concept Analysis. Belén Díaz-Agudo, Marta Caro-Martínez, Juan A. Recio-García, Jose Luis Jorro-Aragoneses, Guillermo Jiménez-Díaz |
| 2019 | FLEA-CBR - A Flexible Alternative to the Classic 4R Cycle of Case-Based Reasoning. Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff |
| 2019 | Going Further with Cases: Using Case-Based Reasoning to Recommend Pacing Strategies for Ultra-Marathon Runners. Cathal McConnell, Barry Smyth |
| 2019 | How Case-Based Reasoning Explains Neural Networks: A Theoretical Analysis of XAI Using Post-Hoc Explanation-by-Example from a Survey of ANN-CBR Twin-Systems. Mark T. Keane, Eoin M. Kenny |
| 2019 | Improving Analogical Extrapolation Using Case Pair Competence. Jean Lieber, Emmanuel Nauer, Henri Prade |
| 2019 | Lazy Learned Screening for Efficient Recruitment. Erik Espenakk, Magnus Johan Knalstad, Anders Kofod-Petersen |
| 2019 | Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. Patrick Klein, Lukas Malburg, Ralph Bergmann |
| 2019 | NOD-CC: A Hybrid CBR-CNN Architecture for Novel Object Discovery. J. T. Turner, Michael W. Floyd, Kalyan Moy Gupta, Tim Oates |
| 2019 | On Combining Case Adaptation Rules. David Leake, Xiaomeng Ye |
| 2019 | On the Generalization Capabilities of Sharp Minima in Case-Based Reasoning. Thomas Gabel, Eicke Godehardt |
| 2019 | Personalized Case-Based Explanation of Matrix Factorization Recommendations. Jose L. Jorro-Aragoneses, Marta Caro-Martínez, Juan Antonio Recio-García, Belén Díaz-Agudo, Guillermo Jiménez-Díaz |
| 2019 | Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI). Eoin M. Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O'Leary, Michael O'Donovan, Mark T. Keane |
| 2019 | Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain. Venkatsampath Raja Gogineni, Sravya Kondrakunta, Danielle Brown, Matthew Molineaux, Michael T. Cox |
| 2019 | Scoring Performance on the Y-Balance Test. Vivek Mahato, William Johnston, Pádraig Cunningham |
| 2019 | Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs. Mirko Lenz, Stefan Ollinger, Premtim Sahitaj, Ralph Bergmann |
| 2019 | Show Me Your Friends, I'll Tell You Who You Are: Recommending Products Based on Hidden Evidence. Anbarasu Sekar, Sutanu Chakraborti |
| 2019 | Towards Finding Flow in Tetris. Diana Sofía Lora Ariza, Antonio A. Sánchez-Ruiz, Pedro A. González-Calero |
| 2019 | Towards Human-Like Bots Using Online Interactive Case-Based Reasoning. Maximiliano Miranda, Antonio A. Sánchez-Ruiz, Federico Peinado |