Case-Based Reasoning Research and Development

27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8–12, 2019, Proceedings

AvKerstin Bach,Cindy Marling

Häftad, Engelska, 2019

Del 11680 i serien Lecture Notes in Computer Science

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Beskrivning

This book constitutes the refereed proceedings of the 27th International Conference on Case-Based Reasoning Research and Development, ICCBR 2019, held in Otzenhausen, Germany, in September 2019.The 26 full papers presented in this book were carefully reviewed and selected from 43 submissions. 15 were selected for oral presentation and 11 for poster presentation. The theme of ICCBR 2019, "Explainable AI (XAI)," was highlighted by several activities. These papers, which are included in the proceedings, address many themes related to the theory and application of case-based reasoning and its future direction.

Produktinformation

Utgivningsdatum:2019-08-09
Mått:155 x 235 x 24 mm
Vikt:645 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:405
Förlag:Springer Nature Switzerland AG
ISBN:9783030292485

Utforska kategorier

Databaser inom Data och IT
Artificiell intelligens inom Data och IT
Tillämpad datateknik inom Data och IT

Innehållsförteckning

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.

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