The biennial International Conference on Case-Based Reasoning (ICCBR) - ries, which began in Sesimbra, Portugal, in 1995, was intended to provide an international forum for the best fundamental and applied research in case-based reasoning (CBR). It was hoped that such a forum would encourage the g- wth and rigor of the eld and overcome the previous tendency toward isolated national CBR communities. The foresight of the original ICCBR organizers has been rewarded by the growth of a vigorous and cosmopolitan CBR community. CBR is now widely recognized as a powerful and important computational technique for a wide range of practical applications. By promoting an exchange of ideas among CBR researchers from across the globe, the ICCBR series has facilitated the broader acceptance and use of CBR. ICCBR-99 has continued this tradition by attracting high-quality research and applications papers from around the world. Researchers from 21 countries submitted 80 papers to ICCBR-99. From these submissions, 17 papers were selected for long oral presentation, 7 were accepted for short oral presentation, and 19 papers were accepted as posters. This volume sets forth these 43 papers, which contain both mature work and innovative new ideas.
Author(s): Josep Lluís Arcos, Dolores Cañamero, Ramon López de Mántaras (auth.), Klaus-Dieter Althoff, Ralph Bergmann, L.Karl Branting (eds.)
Series: Lecture Notes in Computer Science 1650 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 1999
Language: English
Pages: 604
Tags: Artificial Intelligence (incl. Robotics); Business Information Systems; Mathematical Logic and Formal Languages
Affect-Driven CBR to generate expressive music....Pages 1-13
Probability Based Metrics for Nearest Neighbor Classification and Case-Based Reasoning....Pages 14-28
Active Exploration in Instance-Based Preference Modeling....Pages 29-43
A Multiple-Domain Evaluation of Stratified Case-Based Reasoning....Pages 44-58
Bootstrapping Case Base Development with Annotated Case Summaries⋆....Pages 59-73
Activating CBR Systems through Autonomous Information Gathering....Pages 74-88
Integrating CBR and Heuristic Search for Learning and Reusing Solutions in Real-time Task Scheduling....Pages 89-103
Towards a Unified Theory of Adaptation in Case-Based Reasoning....Pages 104-117
A Knowledge-level Task Model of Adaptation in Case-Based Reasoning....Pages 118-131
Development and Utilization of a Case-Based Help-Desk Support System in a Corporate Environment....Pages 132-146
Modelling the CBR Life Cycle Using Description Logics ⋆....Pages 147-161
An Evolutionary Approach to Case Adaptation....Pages 162-173
REMEX - A Case-Based Approach for Reusing Software Measurement Experienceware....Pages 173-187
A Unified Long-Term Memory System⋆....Pages 188-202
Combining CBR with Interactive Knowledge Acquisition, Manipulation and Reuse⋆....Pages 203-217
When Experience is Wrong: Examining CBR for Changing Tasks and Environments⋆....Pages 218-232
Case Library Reduction Applied to Pile Foundations....Pages 233-247
Case Representation, Acquisition, and Retrieval in SIROCCO....Pages 248-262
Flexibly Interleaving Processes....Pages 263-275
A Case Retention Policy based on Detrimental Retrieval....Pages 276-287
Using Guidelines to Constrain Interactive Case-Based HTN Planning....Pages 288-302
Speed-up, Quality and Competence in Multi-Modal Case-Based Reasoning....Pages 303-317
A Case-Based Methodology for Planning Individualized Case Oriented Tutoring....Pages 318-328
Building Compact Competent Case-Bases....Pages 329-342
Footprint-Based Retrieval....Pages 343-357
Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study....Pages 358-370
Integrating Case-Based Reasoning and Hypermedia Documentation: An Application for the Diagnosis of a Welding Robot at Odense Steel Shipyard....Pages 372-385
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management⋆....Pages 386-400
Managing Complex Knowledge in Natural Sciences....Pages 401-415
ELSI: A Medical Equipment Diagnostic System....Pages 415-425
Case-Based Reasoning for Candidate List Extraction in a Marketing Domain.....Pages 426-437
CBR for the Reuse of Image Processing Knowledge: a Recursive Retrieval/Adaptation Strategy....Pages 438-452
Virtual Function Generators: Representing and Reusing Underlying Design Concepts in Conceptual Synthesis of Mechanisms for Function Generation....Pages 453-467
Shaping a CBR view with XML....Pages 468-481
Integrating Information Resources: A Case Study of Engineering Design Support⋆....Pages 482-496
A Hybrid Case-Based Reasoner for Footwear Design....Pages 497-509
Fault Management in Computer Networks Using Case-Based Reasoning: DUMBO System....Pages 510-524
An Architecture for a CBR Image Segmentation System....Pages 525-534
Supporting Reusability in a System Design Environment by Case-Based Reasoning Techniques....Pages 535-549
Case-Based Reasoning for Antibiotics Therapy Advice....Pages 550-560
Surfing the Digital Wave....Pages 561-571
Cse-Based Quality Management System using Expectation Values....Pages 572-580
ICARUS: Design and Deployment of a Case-Based Reasoning System for Locomotive Diagnostics....Pages 581-596
