Case-Based Reasoning Research and Development 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings /

• Corporate Author: SpringerLink (Online service)
• Other Authors: Bach, Kerstin (Editor, http://id.loc.gov/vocabulary/relators/edt), Marling, Cindy (Editor, http://id.loc.gov/vocabulary/relators/edt)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Lecture Notes in Artificial Intelligence ; 11680
• Subjects: Artificial intelligence.; Application software.; Information storage and retrieval.; Data mining.; Artificial Intelligence.; Computer Appl. in Administrative Data Processing.; Information Storage and Retrieval.; Data Mining and Knowledge Discovery.

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Table of Contents:

• 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.