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Case-based reasoning research and de...

International Conference on Case-Based Reasoning (2021 :)

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Case-based reasoning research and development = 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Case-based reasoning research and development/ edited by Antonio A. Sanchez-Ruiz, Michael W. Floyd.
其他題名:	29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021 : proceedings /
其他題名:	ICCBR 2021
其他作者:	Sanchez-Ruiz, Antonio A.
團體作者:	International Conference on Case-Based Reasoning
出版者:	Cham :Springer International Publishing : : 2021.,
面頁冊數:	xi, 325 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Case-based reasoning - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-030-86957-1
ISBN:	9783030869571

Case-based reasoning research and development = 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021 : proceedings /
Case-based reasoning research and development29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021 : proceedings /[electronic resource] :ICCBR 2021edited by Antonio A. Sanchez-Ruiz, Michael W. Floyd. - Cham :Springer International Publishing :2021. - xi, 325 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,128770302-9743 ;. - Lecture notes in computer science ;12877..

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.

This book constitutes the proceedings of the 29th International Conference on Case-Based Reasoning, ICCBR 2021, which took place in Salamanca, Spain, during September 13-16, 2021. The 21 papers presented in this volume were carefully reviewed and selected from 85 submissions. They deal with AI and related research focusing on comparison and integration of CBR with other AI methods such as deep learning architectures, reinforcement learning, lifelong learning, and eXplainable AI (XAI)

ISBN: 9783030869571

Standard No.: 10.1007/978-3-030-86957-1doiSubjects--Topical Terms:

879969
Case-based reasoning
--Congresses.

LC Class. No.: Q338.8 / .I58 2021

Dewey Class. No.: 006.333

Case-based reasoning research and development = 29th International Conference, ICCBR 2021, Salamanca, Spain, September 13-16, 2021 : proceedings /
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