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Case-Based Reasoning Research and Development : 8th International Conference on Case-Based Reasoning, ICCBR 2009 Seattle, WA, USA, July 20-23, 2009 Proceedings / edited by Lorraine McGinty, David C. Wilson.
SpringerLink Books Lecture Notes In Computer Science (LNCS) (1997-2024) Available online
View online- Format:
- Book
- Series:
- Computer Science (Springer-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence ; 5650.
- Lecture Notes in Artificial Intelligence ; 5650
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Programming languages (Electronic computers).
- Logic, Symbolic and mathematical.
- Information technology.
- Business--Data processing.
- Business.
- Artificial Intelligence.
- Programming Languages, Compilers, Interpreters.
- Mathematical Logic and Formal Languages.
- IT in Business.
- Local Subjects:
- Artificial Intelligence.
- Programming Languages, Compilers, Interpreters.
- Mathematical Logic and Formal Languages.
- IT in Business.
- Physical Description:
- 1 online resource (XIII, 526 pages).
- Edition:
- First edition 2009.
- Contained In:
- Springer eBooks
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
- System Details:
- text file PDF
- Summary:
- 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 submissions. Covering a wide range of CBR topics of interest both to practitioners and researchers, the papers are devoted to theoretical/methodological as well as to applicative aspects of current CBR analysis.
- Contents:
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-642-02998-1
- 9783642029981
- Access Restriction:
- Restricted for use by site license.
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