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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: McGinty, Lorraine (Editor ), Wilson, David C. (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Lecture Notes in Artificial Intelligence, 5650
Temas:
Artificial intelligence.
Compilers (Computer programs).
Machine theory.
Business information services.
Artificial Intelligence.
Compilers and Interpreters.
Formal Languages and Automata Theory.
IT in Business.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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
  • 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
  • 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.

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