ISBN: 3-540-66237-5
TITLE: Case-Based Reasoning Research and Development
AUTHOR: Althoff, Klaus-Dieter; Bergmann, Ralph; Branting, L. Karl (Eds.)
TOC:

Research Papers
Affect-Driven CBR to Generate Expressive Music 1
J. L. Arcos, D. Caamero, and R. Lpez de Mntaras
Probability Based Metrics for Nearest Neighbor Classification and Case-Based Reasoning 14
E. Blanzieri and F. Ricci
Active Exploration in Instance-Based Preference Modeling 29
L. K. Branting
A Multiple-Domain Evaluation of Stratified Case-Based Reasoning 44
L. K. Branting and Y. Tao
Bootstrapping Case Base Development with Annotated Case Summaries 59
S. Brninghaus and K. D. Ashley
Activating CBR Systems through Autonomous Information Gathering 74
C. Carrick, Q. Yang, I. Abi-Zeid, and L. Lamontagne
Integrating CBR and Heuristic Search for Learning and Reusing Solutions in Real-Time Task Scheduling 89
J. M. A. Coello and R. Camilo dos Santos
Towards a Unified Theory of Adaptation in Case-Based Reasoning 104
B. Fuchs, J. Lieber, A. Mille, and A. Napoli
A Knowledge-Level Task Model of Adaptation in Case-Based Reasoning 118
B. Fuchs and A. Mille
Development and Utilization of a Case-Based Help-Desk Support System in a Corporate Environment 132
M. Gker and T. Roth-Berghofer
Modelling the CBR Life Cycle Using Description Logics 147
M. Gmez-Albarrn, P. A. Gonzlez-Calero, B. Daz-Agudo, and C. Fernndez-Conde
An Evolutionary Approach to Case Adaptation 162
A. Gmez de Silva Garza and M. L. Maher
REMEX - A Case-Based Approach for Reusing Software Measurement Experienceware 173
C. Gresse von Wangenheim
A Unified Long-Term Memory System 188
J. H. Lawton, R. M. Turner, and E. H. Turner
Combining CBR with Interactive Knowledge Acquisition, Manipulation, and Reuse 203
D. B. Leake and D. C. Wilson
When Experience Is Wrong: Examining CBR for Changing Tasks and Environments 218
D. B. Leake and D. C. Wilson
Case Library Reduction Applied to Pile Foundations 233
C. Lei, O. Babka, and L. A. G. Garanito
Case Representation, Acquisition, and Retrieval in SIROCCO 248
B. McLaren and K. D. Ashley
Flexibly Interleaving Processes 263
E. Melis and C. Ullrich
A Case Retention Policy Based on Detrimental Retrieval 276
H. Muoz-Avila
Using Guidelines to Constrain Interactive Case-Based HTN Planning 288
H. Muoz-Avila, D. C. McFarlane, D. W. Aha, L. Breslow, J. A. Ballas, and D. S. Nau
Speed-Up, Quality, and Competence in Multi-modal Case-Based Reasoning 303
L. Portinale, P. Torasso, and P. Tavano
A Case-Based Methodology for Planning Individualized Case Oriented Tutoring 318
A. Seitz
Building Compact Competent Case-Bases 329
B. Smyth and E. McKenna
Footprint-Based Retrieval 343
B. Smyth and E. McKenna
Application Papers
Is CBR Applicable to the Coordination of Search and Rescue Operations? A Feasibility Study 358
I. Abi-Zeid, Q. Yang, and L. Lamontagne
Integrating Case-Based Reasoning and Hypermedia Documentation: An Application for the Diagnosis of a Welding Robot at Odense Steel Shipyard 372
E. Auriol, R. M. Crowder, R. MacKendrick, R. Rowe, and T. Knudsen
Integrating Rule-Based and Case-Based Decision Making in Diabetic Patient Management 386
R. Bellazzi, S. Montani, L. Portinale, and A. Riva
Managing Complex Knowledge in Natural Sciences 401
N. Conruyt and D. Grosser
ELSI: A Medical Equipment Diagnostic System 415
P. Cuddihy and W. Cheetham
Case-Based Reasoning for Candidate List Extraction in a Marketing Domain 426
M. Fagan and K. Bloor
CBR for the Reuse of Image Processing Knowledge: A Recursive Retrieval/Adaptation Strategy 438
V. Ficet-Cauchard, C. Porquet, and M. Revenu
Virtual Function Generators: Representing and Reusing Underlying Design Concepts in Conceptual Synthesis of Mechanisms for Function Generation 453
Y. Han and K. Lee
Shaping a CBR View with XML 468
C. Hayes and P. Cunningham
Integrating Information Resources: A Case Study of Engineering Design Support 482
D. B. Leake, L. Birnbaum, K. Hammond, C. Marlow, and H. Yang
A Hybrid Case-Based Reasoner for Footwear Design 497
J. Main and T. S. Dillon
Fault Management in Computer Networks Using Case-Based Reasoning: DUMBO System 510
C. Melchiors and L. M. R. Tarouco
An Architecture for a CBR Image Segmentation System 525
P. Perner
Supporting Reusability in a System Design Environment by Case-Based Reasoning Techniques 535
H. Praehofer and J. Kerschbaummayr
Case-Based Reasoning for Antibiotics Therapy Advice 550
R. Schmidt, B. Pollwein, and L. Gierl
Surfing the Digital Wave: Generating Personalised TV Listings Using Collaborative, Case-Based Recommendation 561
B. Smyth and P. Cotter
Case-Based Quality Management System Using Expectation Values 572
H. Taki, S. Hori, and N. Abe
ICARUS: Design and Deployment of a Case-Based Reasoning System for Locomotive Diagnostics 581
A. Varma
Author Index 597
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