This book constitutes the refereed proceedings of the 5th Catalonian Conference on Artificial Intelligence, CCIA 2002, held in Castellón, Spain in October 2002.
The 37 revised full papers presented were carefully reviewed and selected from 77 submissions. The papers are organized in topical sections on reasoning models, constraint satisfation, machine learning and classification, multi-agent systems, and computer vision and robotics.
Author(s): Chema Abásolo, Enric Plaza, Josep-Lluís Arcos (auth.), M. Teresa Escrig, Francisco Toledo, Elisabet Golobardes (eds.)
Series: Lecture Notes in Computer Science 2504 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2002
Language: English
Pages: 427
Tags: Artificial Intelligence (incl. Robotics)
Components for Case-Based Reasoning Systems....Pages 1-16
Analysis of Tensions in a Population Based on the Adequacy Concept....Pages 17-28
Qualitative Velocity....Pages 29-39
Knowledge Representation Model for Dynamic Processes....Pages 40-53
A Decision Case-Based System, That Reasons in Uncertainty Conditions....Pages 54-63
Modeling Motion Qualitatively: Integrating Space and Time....Pages 64-74
Qualitative Comparison of Temporal Series. QSI ....Pages 75-87
Integrating 3D Orientation Models....Pages 88-100
Improving Reliability in Classification of Microcalcifications in Digital Mammograms Using Case-Based Reasoning....Pages 101-112
Fusion of Qualitative Preferences with Different Vocabularies....Pages 113-124
FUTURA: Hybrid System for Electric Load Forecasting by Using Case-Based Reasoning and Expert System....Pages 125-138
Minimal and Redundant SAT Encodings for the All-Interval-Series Problem....Pages 139-144
PN to CSP Methodology: Improved Bounds....Pages 145-158
Disjunction of Non-binary and Numeric Constraint Satisfaction Problems....Pages 159-172
An Empirical Approach to Discourse Markers by Clustering....Pages 173-183
The Role of Interval Initialization in a GBML System with Rule Representation and Adaptive Discrete Intervals....Pages 184-195
Feature Subset Selection in an ICA Space....Pages 196-206
Validating Distance-Based Record Linkage with Probabilistic Record Linkage....Pages 207-215
Evaluating Feature Selection Algorithms....Pages 216-227
KDSM Methodology for Knowledge Discovery from Ill-Structured Domains Presenting Very Short and Repeated Serial Measures with Blocking Factor....Pages 228-238
On Filtering the Training Prototypes in Nearest Neighbour Classification....Pages 239-248
Classification of Abnormal Situations in a Waste Water Treatment Plant....Pages 249-256
Ant Colonies for the RCPS Problem....Pages 257-268
A Multi-agent Architecture Integrating Learning and Fuzzy Techniques for Landmark-Based Robot Navigation....Pages 269-281
SIMBA: An Approach for Real-Time Multi-agent Systems....Pages 282-293
Cooperative Case Bartering for Case-Based Reasoning Agents....Pages 294-308
Integrating the Organ and Tissue Allocation Processes through an Agent-Mediated Electronic Institution....Pages 309-321
Modelling the Acquisition Geometry of a C-Arm Angiography System for 3D Reconstruction....Pages 322-335
Non-negative Matrix Factorization for Face Recognition....Pages 336-344
Efficient Path Planning Using Harmonic Functions Computed on a Non-regular Grid....Pages 345-354
Image Texture Prediction Using Colour Photometric Stereo....Pages 355-363
Region-Boundary Cooperative Image Segmentation Based on Active Regions....Pages 364-374
Spherical Panoramas for Pan-Tilt Camera Motion Compensation in Space-Variant Images....Pages 375-387
Unsupervised Parameterisation of Gaussian Mixture Models....Pages 388-398
Bayesian Classification for Inspection of Industrial Products....Pages 399-407
Internal and External Coronary Vessel Images Registration....Pages 408-418
Textual Descriptors for Browsing People by Visual Appearance....Pages 419-429
