| 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 | Personalized Case-Based Explanation of Matrix Factorization Recommendations. | Jose L. Jorro-Aragoneses, Marta Caro-Martnez, Juan Antonio Recio-Garca, Beln Daz-Agudo, Guillermo Jimnez-Daz |
| 2019 | A Data-Driven Approach for Determining Weights in Global Similarity Functions. | Amar Jaiswal, Kerstin Bach |
| 2019 | Hypothyroid Disease Diagnosis with Causal Explanation using Case-based Reasoning and Domain-specific Ontology. | Mir Riyanul Islam, Shaibal Barua, Shahina Begum, Mobyen Uddin Ahmed |
| 2019 | Ontology-based transfer learning in the airport and warehouse logistics domains. | Miriam Herold, Mirjam Minor |
| 2019 | A CBR-ANN hybrid for dynamic environments. | Sondre Steinsland Hegdal, Anders Kofod-Petersen |
| 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 | Autonomous Explainable Agents. | Venkatsampath Raja Gogineni |
| 2019 | CBR Confidence as a Basis for Confidence in Black Box Systems. | Lawrence Gates, Caleb Kisby, David Leake |
| 2019 | On the Generalization Capabilities of Sharp Minima in Case-Based Reasoning. | Thomas Gabel, Eicke Godehardt |
| 2019 | Representing Temporal Dependencies in Human Activity Recognition. | Glenn Forbes, Stewart Massie, Susan Craw, Lucy Fraser, Graeme Hamilton |
| 2019 | Employing Multi-Modal Sensors for Personalised Smart Home Health Monitoring. | Glenn Forbes |
| 2019 | Lazy Learned Screening for Efficient Recruitment. | Erik Espenakk, Magnus Johan Knalstad, Anders Kofod-Petersen |
| 2019 | FLEA-CBR - A Flexible Alternative to the Classic 4R Cycle of Case-Based Reasoning. | Viktor Eisenstadt, Christoph Langenhan, Klaus-Dieter Althoff |
| 2019 | Workshop preface. | Viktor Eisenstadt, Klaus-Dieter Althoff, Jakob Michael Schoenborn |
| 2019 | Workshop preface. | Beln Daz-Agudo, Juan A. Recio-Garca, Ian Watson |
| 2019 | Explanation of Recommenders Using Formal Concept Analysis. | Beln Daz-Agudo, Marta Caro-Martnez, Juan A. Recio-Garca, Jose Luis Jorro-Aragoneses, Guillermo Jimnez-Daz |
| 2019 | An IDSS to identify and implement actions to protect drinking water sources in land use planning: Exploration and use of knowledge and past experiences. | Jrme Cerutti |
| 2019 | An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs. | Marta Caro-Martnez, Juan A. Recio-Garca, Guillermo Jimnez-Daz |
| 2019 | Workshop preface. | Isabelle Bichindaritz, Stefania Montani |
| 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 | ProCAKE: A Process-Oriented Case-Based Reasoning Framework. | Ralph Bergmann, Lisa Grumbach, Lukas Malburg, Christian Zeyen |
| 2019 | Case-based Reasoning for the Analysis of Methylation Data in Oncology. | Christopher L. Bartlett, Isabelle Bichindaritz |
| 2019 | Constructing prototypes for classification using epigenetic and genetic analysis. | Christopher L. Bartlett |
| 2019 | Demonstrating the myCBR Rest API. | Kerstin Bach, Bjrn Magnus Mathisen, Amar Jaiswal |