Case-Based Reasoning Research and Development

Table of Contents

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   Book Overview
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   Chapter 1 The Virtue of Reward: Performance, Reinforcement and Discovery in Case-Based Reasoning
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   Chapter 2 Learning to Optimize Plan Execution in Information Agents
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   Chapter 3 Cased-Based Reasoning by Human Experts
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   Chapter 4 Learning to Win: Case-Based Plan Selection in a Real-Time Strategy Game
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   Chapter 5 An Ensemble of Case-Based Classifiers for High-Dimensional Biological Domains
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   Chapter 6 Language Games: Solving the Vocabulary Problem in Multi-Case-Base Reasoning
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   Chapter 7 Evaluation and Monitoring of the Air-Sea Interaction Using a CBR-Agents Approach
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   Chapter 8 A Comparative Analysis of Query Similarity Metrics for Community-Based Web Search
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    Chapter 9 A Case-Based Approach for Indoor Location
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    Chapter 10 P2P Case Retrieval with an Unspecified Ontology
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    Chapter 11 Autonomous Internal Control System for Small to Medium Firms
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    Chapter 12 The Application of a Case-Based Reasoning System to Attention-Deficit Hyperactivity Disorder
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    Chapter 13 Reasoning with Textual Cases
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    Chapter 14 Using Ensembles of Binary Case-Based Reasoners
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    Chapter 15 Transfer in Visual Case-Based Problem Solving
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    Chapter 16 Generating Estimates of Classification Confidence for a Case-Based Spam Filter
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    Chapter 17 Improving Gene Selection in Microarray Data Analysis Using Fuzzy Patterns Inside a CBR System
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    Chapter 18 CBR for State Value Function Approximation in Reinforcement Learning
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    Chapter 19 Using CBR to Select Solution Strategies in Constraint Programming
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    Chapter 20 Case-Based Art
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    Chapter 21 Supporting Conversation Variability in COBBER Using Causal Loops
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    Chapter 22 Opportunities for CBR in Learning by Doing
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    Chapter 23 Navigating Through Case Base Competence
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    Chapter 24 A Knowledge-Intensive Method for Conversational CBR
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    Chapter 25 Re-using Implicit Knowledge in Short-Term Information Profiles for Context-Sensitive Tasks
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    Chapter 26 Acquiring Similarity Cases for Classification Problems
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    Chapter 27 A Live-User Evaluation of Incremental Dynamic Critiquing
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    Chapter 28 Case Based Representation and Retrieval with Time Dependent Features
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    Chapter 29 The Best Way to Instil Confidence Is by Being Right
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    Chapter 30 Cooperative Reuse for Compositional Cases in Multi-agent Systems
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    Chapter 31 Evaluating the Effectiveness of Exploration and Accumulated Experience in Automatic Case Elicitation
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    Chapter 32 HYREC: A Hybrid Recommendation System for E-Commerce
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    Chapter 33 Extending jCOLIBRI for Textual CBR
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    Chapter 34 Critiquing with Confidence
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    Chapter 35 Mapping Goals and Kinds of Explanations to the Knowledge Containers of Case-Based Reasoning Systems
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    Chapter 36 An Approach for Temporal Case-Based Reasoning: Episode-Based Reasoning
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    Chapter 37 How to Combine CBR and RBR for Diagnosing Multiple Medical Disorder Cases
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    Chapter 38 Case-Based Student Modeling Using Concept Maps
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    Chapter 39 Learning Similarity Measures: A Formal View Based on a Generalized CBR Model
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    Chapter 40 Knowledge-Rich Similarity-Based Classification
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    Chapter 41 Autonomous Creation of New Situation Cases in Structured Continuous Domains
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    Chapter 42 Retrieval and Configuration of Life Insurance Policies
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    Chapter 43 Analogical and Case-Based Reasoning for Predicting Satellite Task Schedulability
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    Chapter 44 Case Adaptation by Segment Replanning for Case-Based Planning Systems
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    Chapter 45 Selecting the Best Units in a Fleet: Performance Prediction from Equipment Peers
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    Chapter 46 CCBR–Driven Business Process Evolution
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    Chapter 47 CBR for Modeling Complex Systems
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    Chapter 48 CBE-Conveyor : A Case-Based Reasoning System to Assist Engineers in Designing Conveyor Systems