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Case-Based Reasoning Research and Development : 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011, Proceedings / edited by Ashwin Ram, Nirmalie Wiratunga.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 6880
- Lecture Notes in Artificial Intelligence, 2945-9141 ; 6880
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Application software.
- Information storage and retrieval systems.
- Database management.
- Computer networks.
- Data mining.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Information Storage and Retrieval.
- Database Management.
- Computer Communication Networks.
- Data Mining and Knowledge Discovery.
- Local Subjects:
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Information Storage and Retrieval.
- Database Management.
- Computer Communication Networks.
- Data Mining and Knowledge Discovery.
- Physical Description:
- 1 online resource (XI, 498 pages)
- Edition:
- 1st ed. 2011.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2011.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- 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 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 Replay. .
- Other Format:
- Printed edition:
- ISBN:
- 978-3-642-23291-6
- 9783642232916
- Access Restriction:
- Restricted for use by site license.
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