All papers are part of the technical program of ICCBR 2019 and will be presented as oral or poster presentations.
Oral Presentation:
| Title | Authors |
| On the Generalization Capabilities of Sharp Minima in Case-Based Reasoning | Thomas Gabel and Eicke Godehardt |
| CBR Confidence as a Basis for Confidence in Black Box Systems | Lawrence Gates, Caleb Kisby and David Leake |
| Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI) | Eoin Kenny, Elodie Ruelle, Anne Geoghegan, Laurence Shalloo, Micheál O’leary, Michael O’donovan and Mark Keane |
| Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning | Patrick Klein, Lukas Malburg and Ralph Bergmann |
| On Combining Case Adaptation Rules | David Leake and Xiaomeng Ye |
| Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs | Mirko Lenz, Stefan Ollinger, Premtim Sahitaj and Ralph Bergmann |
| Improving analogical extrapolation using case pair competence | Jean Lieber, Emmanuel Nauer and Henri Prade |
| Personalized case-based explanation of matrix factorization recommendations | Jose Luis Jorro-Aragoneses, Marta Caro-Martinez, Juan Antonio Recio-Garcia, Belen Diaz-Agudo and Guillermo Jimenez-Díaz |
| Scoring Performance on the Y-Balance Test | Vivek Mahato, William Johnston and Padraig Cunningham |
| An Optimal Casebase Maintenance Method for Compositional Adaptation Applications |
Ditty Mathew and Sutanu Chakraborti |
| Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain | Venkatsampath Raja Gogineni, Sravya Kondrakunta, Danielle Brown, Matthew Molineaux and Michael Cox |
| Going Further with Cases: Using Case-Based Reasoning to Recommend Pacing Strategies for Ultra-Marathon Runners | Barry Smyth and Cathal McConnell |
| A Tale of Two Communities: An Analysis of Three Decades of Case-Based Reasoning Research | Barry Smyth |
| How Case-Based Reasoning Explains Neural Networks | Mark T Keane and Eoin M Kenny |
| NOD-CC: A Hybrid CBR-CNN Architecture for Novel Object Discovery | Jt Turner, Michael Floyd, Kalyan Gupta and Tim Oates |
Poster Presentation:
| Title | Author |
| Comparing Similarity Learning with Taxonomies and One-Mode Projection in Context of the FEATURE-TAK Framework | Oliver Berg, Pascal Reuss, Rotem Stram and Klaus-Dieter Althoff |
| An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs | Marta Caro-Martínez, Juan A. Recio-Garcia and Guillermo Jimenez-Diaz |
| Explanation of Recommender Systems using Formal Concept Analyisis | Belen Diaz-Agudo, Marta Caro, Juan Recio-Garcia, Jose Luis Jorro Aragoneses and Guillermo Jimenez-Diaz |
| FLEA-CBR: A Flexible Alternative to the Classic 4R Cycle of Case-Based Reasoning | Viktor Eisenstadt, Christoph Langenhan and Klaus-Dieter Althoff |
| Lazy Learned Screening for Efficient Recruitment | Erik Espenakk, Magnus Johan Knalstad and Anders Kofod-Petersen |
| A Data-Driven Approach for Determining Weights in Global Similarity Functions | Amar Jaiswal and Kerstin Bach |
| An approach to case-based reasoning based on local enrichment of the case base | Yves Lepage and Jean Lieber |
| Towards Finding Flow in Tetris | Diana Lora, Antonio A. Sánchez-Ruiz and Pedro González Calero |
| Towards Human-like Bots using Online Interactive Case-Based Reasoning | Maximiliano Miranda, Antonio A. Sánchez-Ruiz and Federico Peinado |
| Show me your friends, I’ll tell you who you are: Recommending products based on hidden evidence | Anbarasu Sekar and Sutanu Chakraborti |
| Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning |
Christian Zeyen, Lukas Malburg and Ralph Bergmann |