Case-Based Reasoning Research and Development: 29th International Conference, Iccbr 2021, Salamanca, Spain, September 13-16, 2021, Proceedings

ISBN-13: 9783030869564 / Angielski / Miękka / 2021 / 340 str.

Antonio A. Sánchez-Ruiz; Michael W. Floyd

Spis treści

The Bites Eclectic: Critique-Based Conversational Recommendation for Diversity-Focused Meal Planning.- Evaluation of Similarity Measures for Flight Simulator Training Scenarios.- Instance-based Counterfactual Explanations for Time Series Classification. -User Evaluation to Measure the Perception of Similarities Measures in Artworks.- Measuring Financial Time Series Similarity With a View to Identifying Profitable Stock Market Opportunities.- A Case-Based Reasoning Approach to Predicting and Explaining Running Related Injuries.- Bayesian Feature Construction for Case-Based Reasoning: Generating Good Checklists.- Revisiting Fast and Slow Thinking in Case-Based Reasoning.- Harmonizing Case Retrieval and Adaptation with Alternating Optimization.- Adaptation knowledge discovery using positive and negative cases.- When Revision-Based Case Adaptation Meets Analogical Extrapolation.- Inferring Case-Based Reasoners’ Knowledge to Enhance Interactivity.- A case-based approach for the selection of explanation algorithms in image classification.- Towards Richer Realizations of Holographic CBR. -Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future.- Case-Based Approach to Data-to-Text Generation. - On Combining Knowledge-Engineered and Network-Extracted Features for Retrieval.- Task and Situation Structures for Case-based Planning.- Learning Adaptations for Case-Based Classification: A Neural Network Approach.- Similar Questions Correspond to Similar SQL Queries: A Case-Based Reasoning Approach for Text-to-SQL Translation.- Deciphering Ancient Chinese Oracle Bone Inscriptions using Case-Based Reasoning.