Case-Based Reasoning Research and Development 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Ram, Ashwin (Επιμελητής έκδοσης), Wiratunga, Nirmalie (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2011.
• Σειρά: Lecture Notes in Computer Science, 6880
• Θέματα: Computer science.; Computer communication systems.; Database management.; Data mining.; Information storage and retrieval.; Artificial intelligence.; Computer Science.; Artificial Intelligence (incl. Robotics).; Information Systems Applications (incl. Internet).; Information Storage and Retrieval.; Database Management.; Computer Communication Networks.; Data Mining and Knowledge Discovery.

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 cove...

Πίνακας περιεχομένων:

• 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.  .