Advances in Case-Based Reasoning

Inhaltsverzeichnis

• Invited Talks.
• The Fun Begins with Retrieval: Explanation and CBR.
• Completeness Criteria for Retrieval in Recommender Systems.
• Is Consideration of Background Knowledge in Data Driven Solutions Possible at All?.
• Reality Meets Research.
• Research Papers.
• Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners.
• Retrieving and Reusing Game Plays for Robot Soccer.
• Self-organising Hierarchical Retrieval in a Case-Agent System.
• COBRAS: Cooperative CBR System for Bibliographical Reference Recommendation.
• A Knowledge-Light Approach to Regression Using Case-Based Reasoning.
• Case-Base Maintenance for CCBR-Based Process Evolution.
• Evaluating CBR Systems Using Different Data Sources: A Case Study.
• Decision Diagrams: Fast and Flexible Support for Case Retrieval and Recommendation.
• Case-Based Reasoning for Knowledge-Intensive Template Selection During Text Generation.
• Rough Set Feature Selection Algorithms for Textual Case-Based Classification.
• Experience Management with Case-Based Assistant Systems.
• The Needs of the Many: A Case-Based Group Recommender System.
• Contextualised Ambient Intelligence Through Case-Based Reasoning.
• Improving Annotation in the Semantic Web and Case Authoring in Textual CBR.
• Unsupervised Case Memory Organization: Analysing Computational Time and Soft Computing Capabilities.
• Further Experiments in Case-Based Collaborative Web Search.
• Finding Similar Deductive Consequences – A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge.
• Case-Based Sequential Ordering of Songs for Playlist Recommendation.
• A Comparative Study of Catalogue-Based Classification.
• Ontology-Driven Development of Conversational CBR Systems.
• Complexity Profiling for Informed Case-Base Editing.
• Unsupervised FeatureSelection for Text Data.
• Combining Case-Based and Similarity-Based Product Recommendation.
• On the Use of Selective Ensembles for Relevance Classification in Case-Based Web Search.
• What Evaluation Criteria Are Right for CCBR? Considering Rank Quality.
• Fast Case Retrieval Nets for Textual Data.
• Combining Multiple Similarity Metrics Using a Multicriteria Approach.
• Case Factory – Maintaining Experience to Learn.
• Retrieval over Conceptual Structures.
• An Analysis on Transformational Analogy: General Framework and Complexity.
• Discovering Knowledge About Key Sequences for Indexing Time Series Cases in Medical Applications.
• Application Papers.
• Case-Based Reasoning for Autonomous Service Failure Diagnosis and Remediation in Software Systems.
• Tracking Concept Drift at Feature Selection Stage in SpamHunting: An Anti-spam Instance-Based Reasoning System.
• Case-Based Support for Collaborative Business.
• A CBR-Based Approach for Supporting Consulting Agencies in Successfully Accompanying a Customer’s Introduction of Knowledge Management.
• The PwC Connection Machine: An Adaptive Expertise Provider.