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Advances in Case-Based Reasoning [electronic resource] :7th European Conference, ECCBR 2004, Madrid, Spain, August 30 - September 2, 2004. Proceedings /

Contributor(s): Funk, Peter [editor.] | González Calero, Pedro A [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Lecture Notes in Computer Science: 3155Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg, 2004.Description: XXVI, 823 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783540286318.Subject(s): Computer science | Mathematical logic | Artificial intelligence | Application software | Computer Science | Artificial Intelligence (incl. Robotics) | Mathematical Logic and Formal Languages | Computer Appl. in Administrative Data Processing | Computer Appl. in Social and Behavioral SciencesOnline resources: Click here to access online
Contents:
Invited Papers -- Knowledge-Intensive Case-Based Reasoning in CREEK -- Designing Industrial Case-Based Reasoning Applications -- Research Papers -- Maintaining Case-Based Reasoning Systems: A Machine Learning Approach -- JColibri: An Object-Oriented Framework for Building CBR Systems -- Mémoire: Case Based Reasoning Meets the Semantic Web in Biology and Medicine -- Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions -- Dialogue Management for Conversational Case-Based Reasoning -- Hybrid Recommender Systems with Case-Based Components -- Measures of Solution Accuracy in Case-Based Reasoning Systems -- Representing Similarity for CBR in XML -- An Analysis of Case-Base Editing in a Spam Filtering System -- A Case Based Reasoning Approach to Story Plot Generation -- Explanation Oriented Retrieval -- Exploiting Background Knowledge when Learning Similarity Measures -- Software Design Retrieval Using Bayesian Networks and WordNet -- Case-Base Injection Schemes to Case Adaptation Using Genetic Algorithms -- Learning Feature Taxonomies for Case Indexing -- Maintenance Memories: Beyond Concepts and Techniques for Case Base Maintenance -- Textual Reuse for Email Response -- Case-Based, Decision-Theoretic, HTN Planning -- Using CBR in the Exploration of Unknown Environments with an Autonomous Agent -- Ceaseless Case-Based Reasoning -- Explanation Service for Complex CBR Applications -- Explaining the Pros and Cons of Conclusions in CBR -- Incremental Relaxation of Unsuccessful Queries -- Justification-Based Case Retention -- Case Retrieval Using Nonlinear Feature-Space Transformation -- Case-Based Object Recognition -- Explanations and Case-Based Reasoning: Foundational Issues -- MINLP Based Retrieval of Generalized Cases -- Case-Based Relational Learning of Expressive Phrasing in Classical Music -- CBRFlow: Enabling Adaptive Workflow Management Through Conversational Case-Based Reasoning -- CASEP2: Hybrid Case-Based Reasoning System for Sequence Processing -- Application Papers -- Improving the Quality of Solutions in Domain Evolving Environments -- PlayMaker: An Application of Case-Based Reasoning to Air Traffic Control Plays -- Case-Based Collaborative Web Search -- Case Based Reasoning and Production Process Design: The Case of P-Truck Curing -- An Architecture for Case-Based Personalised Search -- Quantifying the Ocean’s CO2 Budget with a CoHeL-IBR System -- Development of CBR-BDI Agents: A Tourist Guide Application -- Improving Recommendation Ranking by Learning Personal Feature Weights -- Investigating Graphs in Textual Case-Based Reasoning -- A Case Study of Structure Processing to Generate a Case Base -- TempoExpress, a CBR Approach to Musical Tempo Transformations -- Case Acquisition and Case Mining for Case-Based Object Recognition -- Criteria of Good Project Network Generator and Its Fulfillment Using a Dynamic CBR Approach -- Integrated CBR Framework for Quality Designing and Scheduling in Steel Industry -- RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters -- A Case-Based Classification of Respiratory Sinus Arrhythmia -- Fault Diagnosis of Industrial Robots Using Acoustic Signals and Case-Based Reasoning -- A Case-Based Approach to Managing Geo-spatial Imagery Tasks -- Analysing Similarity Essence for Case Based Recommendation -- Satellite Health Monitoring Using CBR Framework -- Extending a Fault Dictionary Towards a Case Based Reasoning System for Linear Electronic Analog Circuits Diagnosis -- Dynamic Critiquing -- Using CBR for Semantic Analysis of Software Specifications -- An Indexing Scheme for Case-Based Manufacturing Vision Development -- Feature Selection and Generalisation for Retrieval of Textual Cases.
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Invited Papers -- Knowledge-Intensive Case-Based Reasoning in CREEK -- Designing Industrial Case-Based Reasoning Applications -- Research Papers -- Maintaining Case-Based Reasoning Systems: A Machine Learning Approach -- JColibri: An Object-Oriented Framework for Building CBR Systems -- Mémoire: Case Based Reasoning Meets the Semantic Web in Biology and Medicine -- Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions -- Dialogue Management for Conversational Case-Based Reasoning -- Hybrid Recommender Systems with Case-Based Components -- Measures of Solution Accuracy in Case-Based Reasoning Systems -- Representing Similarity for CBR in XML -- An Analysis of Case-Base Editing in a Spam Filtering System -- A Case Based Reasoning Approach to Story Plot Generation -- Explanation Oriented Retrieval -- Exploiting Background Knowledge when Learning Similarity Measures -- Software Design Retrieval Using Bayesian Networks and WordNet -- Case-Base Injection Schemes to Case Adaptation Using Genetic Algorithms -- Learning Feature Taxonomies for Case Indexing -- Maintenance Memories: Beyond Concepts and Techniques for Case Base Maintenance -- Textual Reuse for Email Response -- Case-Based, Decision-Theoretic, HTN Planning -- Using CBR in the Exploration of Unknown Environments with an Autonomous Agent -- Ceaseless Case-Based Reasoning -- Explanation Service for Complex CBR Applications -- Explaining the Pros and Cons of Conclusions in CBR -- Incremental Relaxation of Unsuccessful Queries -- Justification-Based Case Retention -- Case Retrieval Using Nonlinear Feature-Space Transformation -- Case-Based Object Recognition -- Explanations and Case-Based Reasoning: Foundational Issues -- MINLP Based Retrieval of Generalized Cases -- Case-Based Relational Learning of Expressive Phrasing in Classical Music -- CBRFlow: Enabling Adaptive Workflow Management Through Conversational Case-Based Reasoning -- CASEP2: Hybrid Case-Based Reasoning System for Sequence Processing -- Application Papers -- Improving the Quality of Solutions in Domain Evolving Environments -- PlayMaker: An Application of Case-Based Reasoning to Air Traffic Control Plays -- Case-Based Collaborative Web Search -- Case Based Reasoning and Production Process Design: The Case of P-Truck Curing -- An Architecture for Case-Based Personalised Search -- Quantifying the Ocean’s CO2 Budget with a CoHeL-IBR System -- Development of CBR-BDI Agents: A Tourist Guide Application -- Improving Recommendation Ranking by Learning Personal Feature Weights -- Investigating Graphs in Textual Case-Based Reasoning -- A Case Study of Structure Processing to Generate a Case Base -- TempoExpress, a CBR Approach to Musical Tempo Transformations -- Case Acquisition and Case Mining for Case-Based Object Recognition -- Criteria of Good Project Network Generator and Its Fulfillment Using a Dynamic CBR Approach -- Integrated CBR Framework for Quality Designing and Scheduling in Steel Industry -- RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters -- A Case-Based Classification of Respiratory Sinus Arrhythmia -- Fault Diagnosis of Industrial Robots Using Acoustic Signals and Case-Based Reasoning -- A Case-Based Approach to Managing Geo-spatial Imagery Tasks -- Analysing Similarity Essence for Case Based Recommendation -- Satellite Health Monitoring Using CBR Framework -- Extending a Fault Dictionary Towards a Case Based Reasoning System for Linear Electronic Analog Circuits Diagnosis -- Dynamic Critiquing -- Using CBR for Semantic Analysis of Software Specifications -- An Indexing Scheme for Case-Based Manufacturing Vision Development -- Feature Selection and Generalisation for Retrieval of Textual Cases.

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