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Case-Based Reasoning Research and Development

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Cover of 'Case-Based Reasoning Research and Development'

Table of Contents

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    Book Overview
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    Chapter 1 Learning to Compare with Few Data for Personalised Human Activity Recognition
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    Chapter 2 A*-Based Similarity Assessment of Semantic Graphs
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    Chapter 3 A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution
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    Chapter 4 Process Trace Classification for Stroke Management Quality Assessment
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    Chapter 5 Using Case-Based Reasoning to Predict Marathon Performance and Recommend Tailored Training Plans
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    Chapter 6 Classifying Breast Cancer Tissue Through DNA Methylation and Clinical Covariate Based Retrieval
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    Chapter 7 A New Adaptation Phase for Thresholds in a CBR System Associated to a Region Growing Algorithm to Segment Tumoral Kidneys
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    Chapter 8 Predicting the Personal-Best Times of Speed Skaters Using Case-Based Reasoning
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    Chapter 9 Clood CBR: Towards Microservices Oriented Case-Based Reasoning
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    Chapter 10 Holographic Case-Based Reasoning
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    Chapter 11 Good Counterfactuals and Where to Find Them: A Case-Based Technique for Generating Counterfactuals for Explainable AI (XAI)
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    Chapter 12 CBR-LIME: A Case-Based Reasoning Approach to Provide Specific Local Interpretable Model-Agnostic Explanations
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    Chapter 13 A User-Centric Evaluation to Generate Case-Based Explanations Using Formal Concept Analysis
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    Chapter 14 Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education
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    Chapter 15 Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning
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    Chapter 16 Applying Class-to-Class Siamese Networks to Explain Classifications with Supportive and Contrastive Cases
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    Chapter 17 Building Non-player Character Behaviors By Imitation Using Interactive Case-Based Reasoning
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    Chapter 18 Case-Based Approach to Automated Natural Language Generation for Obituaries
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    Chapter 19 Case-Based Gesture Interface for Multiagent Formation Control
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    Chapter 20 The French Correction: When Retrieval Is Harder to Specify than Adaptation
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    Chapter 21 Learning to Improve Efficiency for Adaptation Paths
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    Chapter 22 On Bringing Case-Based Reasoning Methodology to Deep Learning
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    Chapter 23 Opportunities for Case-Based Reasoning in Personal Flow and Productivity Management
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Title
Case-Based Reasoning Research and Development
Published by
Springer International Publishing, January 2020
DOI 10.1007/978-3-030-58342-2
ISBNs
978-3-03-058341-5, 978-3-03-058342-2
Editors

Ian Watson, Rosina Weber

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