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Advances in case based reasoning

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InhaltsverzeichnisInvited 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.

Parametry

ISBN
9783540368434
Nakladatelství
Springer

Kategorie

Varianta knihy

2006

Nákup knihy

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