Case-Based Reasoning Research and Development

Table of Contents

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   Book Overview
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   Chapter 1 We’re Wiser Together
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   Chapter 2 Black Swans, Gray Cygnets and Other Rare Birds
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   Chapter 3 Case Retrieval Reuse Net (CR2N): An Architecture for Reuse of Textual Solutions
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   Chapter 4 Case-Based Reasoning in Transfer Learning
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   Chapter 5 Toward Modeling and Teaching Legal Case-Based Adaptation with Expert Examples
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   Chapter 6 Opportunistic Adaptation Knowledge Discovery
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   Chapter 7 Improving Reinforcement Learning by Using Case Based Heuristics
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   Chapter 8 Dimensions of Case-Based Reasoner Quality Management
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    Chapter 9 Belief Merging-Based Case Combination
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    Chapter 10 Maintenance by a Committee of Experts: The MACE Approach to Case-Base Maintenance
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    Chapter 11 The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing
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    Chapter 12 An Active Approach to Automatic Case Generation
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    Chapter 13 Four Heads Are Better than One: Combining Suggestions for Case Adaptation
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    Chapter 14 Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions
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    Chapter 15 Boosting CBR Agents with Genetic Algorithms
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    Chapter 16 Using Meta-reasoning to Improve the Performance of Case-Based Planning
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    Chapter 17 Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features
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    Chapter 18 On Similarity Measures Based on a Refinement Lattice
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    Chapter 19 An Overview of the Deterministic Dynamic Associative Memory (DDAM) Model for Case Representation and Retrieval
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    Chapter 20 Robust Measures of Complexity in TCBR
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    Chapter 21 S-Learning: A Model-Free, Case-Based Algorithm for Robot Learning and Control
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    Chapter 22 Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender
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    Chapter 23 Abstraction in Knowledge-Rich Models for Case-Based Planning
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    Chapter 24 A Scalable Noise Reduction Technique for Large Case-Based Systems
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    Chapter 25 Conceptual Neighborhoods for Retrieval in Case-Based Reasoning
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    Chapter 26 CBR Supports Decision Analysis with Uncertainty
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    Chapter 27 Constraint-Based Case-Based Planning Using Weighted MAX-SAT
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    Chapter 28 A Value Supplementation Method for Case Bases with Incomplete Information
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    Chapter 29 Efficiently Implementing Episodic Memory
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    Chapter 30 Integration of a Methodology for Cluster-Based Retrieval in jColibri
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    Chapter 31 Case-Based Collective Inference for Maritime Object Classification
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    Chapter 32 Case-Based Reasoning for Situation-Aware Ambient Intelligence: A Hospital Ward Evaluation Study
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    Chapter 33 Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning
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    Chapter 34 Case-Based Support for Forestry Decisions: How to See the Wood from the Trees
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    Chapter 35 A Case-Based Perspective on Social Web Search
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    Chapter 36 Determining Root Causes of Drilling Problems by Combining Cases and General Knowledge