Case-Based Reasoning Research and Development : 8th International Conference on Case-Based Reasoning, ICCBR 2009 Seattle, WA, USA, July 20-23, 2009 Proceedings
This book constitutes the refereed proceedings of the 8th International Conference on Case-Based Reasoning, ICCBR 2009, held in Seattle, WA, USA, in July 2009. The 17 revised full papers and 17 revised poster papers presented together with 2 invited talks were carefully reviewed and selected from 55...
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| Další autoři: | |
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| Korporace: | |
| Médium: | E-kniha |
| Jazyk: | angličtina |
| Vydáno: |
Berlin ; Heidelberg :
Springer Berlin Heidelberg,
2009
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| Edice: | Lecture Notes in Computer Science
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| Žánr/forma: | elektronické knihy |
| ISBN: | 978-3-642-02998-1 9783642029974 |
| Témata: | |
| On-line přístup: | Plný text |
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Obsah:
- Invited Talks
- We’re Wiser Together
- Black Swans, Gray Cygnets and Other Rare Birds
- Theoretical/Methodological Research Papers
- Case Retrieval Reuse Net (CR2N): An Architecture for Reuse of Textual Solutions
- Case-Based Reasoning in Transfer Learning
- Toward Modeling and Teaching Legal Case-Based Adaptation with Expert Examples
- Opportunistic Adaptation Knowledge Discovery
- Improving Reinforcement Learning by Using Case Based Heuristics
- Dimensions of Case-Based Reasoner Quality Management
- Belief Merging-Based Case Combination
- Maintenance by a Committee of Experts: The MACE Approach to Case-Base Maintenance
- The Good, the Bad and the Incorrectly Classified: Profiling Cases for Case-Base Editing
- An Active Approach to Automatic Case Generation
- Four Heads Are Better than One: Combining Suggestions for Case Adaptation
- Adaptation versus Retrieval Trade-Off Revisited: An Analysis of Boundary Conditions
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- Boosting CBR Agents with Genetic Algorithms
- Using Meta-reasoning to Improve the Performance of Case-Based Planning
- Multi-level Abstractions and Multi-dimensional Retrieval of Cases with Time Series Features
- On Similarity Measures Based on a Refinement Lattice
- An Overview of the Deterministic Dynamic Associative Memory (DDAM) Model for Case Representation and Retrieval
- Robust Measures of Complexity in TCBR
- S-Learning: A Model-Free, Case-Based Algorithm for Robot Learning and Control
- Quality Enhancement Based on Reinforcement Learning and Feature Weighting for a Critiquing-Based Recommender
- Abstraction in Knowledge-Rich Models for Case-Based Planning
- A Scalable Noise Reduction Technique for Large Case-Based Systems
- Conceptual Neighborhoods for Retrieval in Case-Based Reasoning
- CBR Supports Decision Analysis with Uncertainty
- Constraint-Based Case-Based Planning Using Weighted MAX-SAT
- Applied Research Papers
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- A Value Supplementation Method for Case Bases with Incomplete Information
- Efficiently Implementing Episodic Memory
- Integration of a Methodology for Cluster-Based Retrieval in jColibri
- Case-Based Collective Inference for Maritime Object Classification
- Case-Based Reasoning for Situation-Aware Ambient Intelligence: A Hospital Ward Evaluation Study
- Spatial Event Prediction by Combining Value Function Approximation and Case-Based Reasoning
- Case-Based Support for Forestry Decisions: How to See the Wood from the Trees
- A Case-Based Perspective on Social Web Search
- Determining Root Causes of Drilling Problems by Combining Cases and General Knowledge