Case-Based Reasoning Research and Development

Chapter 1 Comparing Similarity Learning with Taxonomies and One-Mode Projection in Context of the FEATURE-TAK Framework

Chapter 2 An Algorithm Independent Case-Based Explanation Approach for Recommender Systems Using Interaction Graphs

Chapter 3 Explanation of Recommenders Using Formal Concept Analysis

Chapter 4 FLEA-CBR – A Flexible Alternative to the Classic 4R Cycle of Case-Based Reasoning

Chapter 5 Lazy Learned Screening for Efficient Recruitment

Chapter 6 On the Generalization Capabilities of Sharp Minima in Case-Based Reasoning

Chapter 7 CBR Confidence as a Basis for Confidence in Black Box Systems

Chapter 8 Probabilistic Selection of Case-Based Explanations in an Underwater Mine Clearance Domain

Chapter 9 A Data-Driven Approach for Determining Weights in Global Similarity Functions

Chapter 10 Personalized Case-Based Explanation of Matrix Factorization Recommendations

Chapter 11 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

Chapter 12 Predicting Grass Growth for Sustainable Dairy Farming: A CBR System Using Bayesian Case-Exclusion and Post - Hoc , Personalized Explanation-by-Example (XAI)

Chapter 13 Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning

Chapter 14 On Combining Case Adaptation Rules

Chapter 15 Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs

Chapter 16 An Approach to Case-Based Reasoning Based on Local Enrichment of the Case Base

Chapter 17 Improving Analogical Extrapolation Using Case Pair Competence

Chapter 18 Towards Finding Flow in Tetris

Chapter 19 Scoring Performance on the Y-Balance Test

Chapter 20 An Optimal Case-Base Maintenance Method for Compositional Adaptation Applications

Chapter 21 Towards Human-Like Bots Using Online Interactive Case-Based Reasoning

Chapter 22 Show Me Your Friends, I’ll Tell You Who You Are: Recommending Products Based on Hidden Evidence

Chapter 23 A Tale of Two Communities: An Analysis of Three Decades of Case-Based Reasoning Research

Chapter 24 Going Further with Cases: Using Case-Based Reasoning to Recommend Pacing Strategies for Ultra-Marathon Runners

Chapter 25 NOD-CC: A Hybrid CBR-CNN Architecture for Novel Object Discovery

Chapter 26 Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning