This book constitutes the refereed proceedings of the 7th European Conference on Case-Based Reasoning, ECCBR 2004, held in Madrid, Spain in August/September 2004.
The 56 revised full papers presented together with an invited paper and the abstract of an invited talk were carefully reviewed and selected from 85 submissions. All current issues in case-based reasoning, ranging from theoretical and methodological issues to advanced applications in various fields are addressed.
Author(s): Agnar Aamodt (auth.), Peter Funk, Pedro A. González Calero (eds.)
Series: Lecture Notes in Computer Science 3155 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2004
Language: English
Commentary: 48439
Pages: 823
Tags: Artificial Intelligence (incl. Robotics); Mathematical Logic and Formal Languages; Computer Appl. in Administrative Data Processing; Computer Appl. in Social and Behavioral Sciences
Front Matter....Pages -
Knowledge-Intensive Case-Based Reasoning in CREEK....Pages 1-15
Designing Industrial Case-Based Reasoning Applications....Pages 16-16
Maintaining Case-Based Reasoning Systems: A Machine Learning Approach....Pages 17-31
JColibri: An Object-Oriented Framework for Building CBR Systems....Pages 32-46
Mémoire: Case Based Reasoning Meets the Semantic Web in Biology and Medicine....Pages 47-61
Facilitating CBR for Incompletely-Described Cases: Distance Metrics for Partial Problem Descriptions....Pages 62-76
Dialogue Management for Conversational Case-Based Reasoning....Pages 77-90
Hybrid Recommender Systems with Case-Based Components....Pages 91-105
Measures of Solution Accuracy in Case-Based Reasoning Systems....Pages 106-118
Representing Similarity for CBR in XML....Pages 119-127
An Analysis of Case-Base Editing in a Spam Filtering System....Pages 128-141
A Case Based Reasoning Approach to Story Plot Generation....Pages 142-156
Explanation Oriented Retrieval....Pages 157-168
Exploiting Background Knowledge when Learning Similarity Measures....Pages 169-183
Software Design Retrieval Using Bayesian Networks and WordNet....Pages 184-197
Case-Base Injection Schemes to Case Adaptation Using Genetic Algorithms....Pages 198-210
Learning Feature Taxonomies for Case Indexing....Pages 211-226
Maintenance Memories: Beyond Concepts and Techniques for Case Base Maintenance....Pages 227-241
Textual Reuse for Email Response....Pages 242-256
Case-Based, Decision-Theoretic, HTN Planning....Pages 257-271
Using CBR in the Exploration of Unknown Environments with an Autonomous Agent....Pages 272-286
Ceaseless Case-Based Reasoning....Pages 287-301
Explanation Service for Complex CBR Applications....Pages 302-316
Explaining the Pros and Cons of Conclusions in CBR....Pages 317-330
Incremental Relaxation of Unsuccessful Queries....Pages 331-345
Justification-Based Case Retention....Pages 346-360
Case Retrieval Using Nonlinear Feature-Space Transformation....Pages 361-374
Case-Based Object Recognition....Pages 375-388
Explanations and Case-Based Reasoning: Foundational Issues....Pages 389-403
MINLP Based Retrieval of Generalized Cases....Pages 404-418
Case-Based Relational Learning of Expressive Phrasing in Classical Music....Pages 419-433
CBRFlow: Enabling Adaptive Workflow Management Through Conversational Case-Based Reasoning....Pages 434-448
CASEP2: Hybrid Case-Based Reasoning System for Sequence Processing....Pages 449-463
Improving the Quality of Solutions in Domain Evolving Environments....Pages 464-475
PlayMaker: An Application of Case-Based Reasoning to Air Traffic Control Plays....Pages 476-488
Case-Based Collaborative Web Search....Pages 489-503
Case Based Reasoning and Production Process Design: The Case of P-Truck Curing....Pages 504-517
An Architecture for Case-Based Personalised Search....Pages 518-532
Quantifying the Ocean’s CO2 Budget with a CoHeL-IBR System....Pages 533-546
Development of CBR-BDI Agents: A Tourist Guide Application....Pages 547-559
Improving Recommendation Ranking by Learning Personal Feature Weights....Pages 560-572
Investigating Graphs in Textual Case-Based Reasoning....Pages 573-586
A Case Study of Structure Processing to Generate a Case Base....Pages 587-600
TempoExpress , a CBR Approach to Musical Tempo Transformations....Pages 601-615
Case Acquisition and Case Mining for Case-Based Object Recognition....Pages 616-629
Criteria of Good Project Network Generator and Its Fulfillment Using a Dynamic CBR Approach....Pages 630-644
Integrated CBR Framework for Quality Designing and Scheduling in Steel Industry....Pages 645-658
RHENE: A Case Retrieval System for Hemodialysis Cases with Dynamically Monitored Parameters....Pages 659-672
A Case-Based Classification of Respiratory Sinus Arrhythmia....Pages 673-685
Fault Diagnosis of Industrial Robots Using Acoustic Signals and Case-Based Reasoning....Pages 686-701
A Case-Based Approach to Managing Geo-spatial Imagery Tasks....Pages 702-716
Analysing Similarity Essence for Case Based Recommendation....Pages 717-731
Satellite Health Monitoring Using CBR Framework....Pages 732-747
Extending a Fault Dictionary Towards a Case Based Reasoning System for Linear Electronic Analog Circuits Diagnosis....Pages 748-762
Dynamic Critiquing....Pages 763-777
Using CBR for Semantic Analysis of Software Specifications....Pages 778-792
An Indexing Scheme for Case-Based Manufacturing Vision Development....Pages 793-805
Feature Selection and Generalisation for Retrieval of Textual Cases....Pages 806-820
Back Matter....Pages -
