Case-Based Reasoning Research and Development

Comparing Similarity Learning with Taxonomies and One-Mode Projection in Context of the FEATURE-TAK Framework.- An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs.- Explanation of Recommender Systems using Formal Concept Analysis.- FLEA-CBR { A Flexible Alternative to the Classic 4R Cycle of Lazy Learned Screening for Efficient Recruitment.- Case-Based Reasoning.- On the Generalization Capabilities of Sharp Minima in Case-Based Reasoning.- CBR Confidence as a Basis for Confidence in Black Box Systems.- Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain.- A Data-Driven Approach for Determining Weights in Global Similarity Functions.- Personalized case-based explanation of matrix factorization Recommendations.- How Case-Based Reasoning Explains Neural Networks.- Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post-Hoc, Personalized Explanation-by-Example (XAI).- Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.- On Combining Case Adaptation Rules.- Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs.- An approach to case-based reasoning based on local enrichment of the case base.- Improving analogical extrapolation using case pair competence.- Towards Finding Flow in Tetris.- Scoring Performance on the Y-Balance Test.- An Optimal Case-base Maintenance Method for Compositional Adaptation Applications.- Towards Human-like Bots using Online Interactive Case-Based Reasoning.- Show me your friends, I'll tell you who you are: Recommending products based on hidden evidence.- A Tale of Two Communities: An Analysis of Three Decades of Case-Based Reasoning Research.- Going Further with Cases: Using Case-Based Reasoning to Recommend Pacing Strategies for Ultra-Marathon Runners.- NOD-CC: A Hybrid CBR-CNN Architecture for Novel Object Discovery.- Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.