Case-Based Reasoning Research and Development
(Sprache: Englisch)
This book constitutes the refereed proceedings of the 19th International Conference on Case-Based Reasoning, held in London, UK, in September 2011. The 32 contributions presented together with 3 invited talks were carefully reviewd and selected from 67...
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Klappentext zu „Case-Based Reasoning Research and Development “
This book constitutes the refereed proceedings of the 19th International Conference on Case-Based Reasoning, held in London, UK, in September 2011. The 32 contributions presented together with 3 invited talks were carefully reviewd and selected from 67 submissions. The presentations and posters covered a wide range of CBR topics of interest both to practitioners and researchers, including CBR methodology covering case representation, similarity, retrieval, and adaptation; provenance and maintenance; recommender systems; multi-agent collaborative systems; data mining; time series analysis; Web applications; knowledge management; legal reasoning; healthcare systems and planning systems.
Inhaltsverzeichnis zu „Case-Based Reasoning Research and Development “
- Reasoning as Search: Supporting Reasoning with Distributed Memory- Structure Mapping for Jeopardy! Clues
- Ontologies and Similarity
- Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures
- Qualitative vs. Quantitative Plan Diversity in Case-Based Planning
- On Dataset Complexity for Case Base Maintenance
- Improving Case Retrieval by Enrichment of the Domain Ontology
- Preference-Based CBR: First Steps toward a Methodological Framework
- How Many Cases Do You Need? Assessing and Predicting Case-Base Coverage
- A Case-Based Approach to Open-Ended Collective Agreement with Rational Ignorance
- Amalgam-Based Reuse for Multiagent Case-Based Reasoning
- The 4 Diabetes Support System: A Case Study in CBR Research and Development
- Learning More from Experience in Case-Based Reasoning
- Acquiring Adaptation Cases for Scientific Workflows
- Combining Expert Knowledge and Learning from Demonstration in Real-Time Strategy Games
- Selective Integration of Background Knowledge in TCBR Systems
- User Satisfaction in Long Term Group Recommendations
- Using Personality to Create Alliances in Group Recommender Systems
- Analogy-Making for Solving IQ Tests: A Logical View
- Using Case-Based Tests to Detect Gray Cygnets
- Recommending Case Bases: Applications in Social Web Search
- Measuring Similarity in Description Logics Using Refinement Operators
- Term Similarity and Weighting Framework for Text Representation
- Fast Subgraph Isomorphism Detection for Graph-Based Retrieval
- Representation, Indexing, and Retrieval of Biological Cases for Biologically Inspired Design
- Ontology-Aided Product Classification: A Nearest Neighbour Approach
- A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports
- CBR with Commonsense Reasoning and Structure Mapping: An Application to Mediation
- Comparison of Reuse Strategies for Case-Based Classification in
... mehr
Bioinformatics
- Integration of Sequence Learning and CBR for Complex Equipment Failure Prediction
- Time Series Case Based Reasoning for Image Categorisation
- CBRSHM - A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring
- A Case Base Planning Approach for Dialogue Generation in Digital Movie Design
- Successful Performance via Decision Generalisation in No Limit Texas Hold'em
- Rule-Based Impact Propagation for Trace Replayological Cases for Biologically Inspired Design
- Ontology-Aide
- Integration of Sequence Learning and CBR for Complex Equipment Failure Prediction
- Time Series Case Based Reasoning for Image Categorisation
- CBRSHM - A Case-Based Decision Support System for Semi-Automated Assessment of Structures in Terms of Structural Health Monitoring
- A Case Base Planning Approach for Dialogue Generation in Digital Movie Design
- Successful Performance via Decision Generalisation in No Limit Texas Hold'em
- Rule-Based Impact Propagation for Trace Replayological Cases for Biologically Inspired Design
- Ontology-Aide
... weniger
Bibliographische Angaben
- XI, 498 Seiten, Maße: 15,4 x 23,6 cm, Kartoniert (TB), Englisch
- Herausgegeben: Ashwin Ram, Nirmalie Wiratunga
- Verlag: Springer Berlin
- ISBN-10: 3642232906
- ISBN-13: 9783642232909
- Erscheinungsdatum: 30.08.2011
Sprache:
Englisch
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