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Proceedings. 15th IEEE International Conference on Tools with Artificial Intelligence

Nov. 3 2003 to Nov. 5 2003

Sacramento, California, USA

ISSN: 1082-3409

ISBN: 0-7695-2038-3

Table of Contents

Proceedings. 15th IEEE International Conference on Tools with Artificial IntelligenceFull-text access may be available. Sign in or learn about subscription options.
Introduction
Message from the Program ChairFreely available from IEEE.pp. xiii
Introduction
Organizing CommitteeFreely available from IEEE.pp. xiv
Introduction
Program CommitteeFreely available from IEEE.pp. xv
Introduction
External ReviewersFreely available from IEEE.pp. xvii
Introduction
Abstracts of Keynote SpeechesFull-text access may be available. Sign in or learn about subscription options.pp. xviii
Introduction
Conference ScheduleFull-text access may be available. Sign in or learn about subscription options.pp. xxii
Keynote Speeches
Phase Transitions, Backbones and Heuristic SearchFull-text access may be available. Sign in or learn about subscription options.pp. xix
Keynote Speeches
Artificial Intelligence in Financial ApplicationsFull-text access may be available. Sign in or learn about subscription options.pp. xx
Keynote Speeches
Kernel Methods for Pattern AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. xxi
Session 1 (Balboa) Bioinformatics I
Pairwise Protein Structure Alignment Based on an Orientation-Independent Representation of the Backbone GeometryFull-text access may be available. Sign in or learn about subscription options.pp. 2
Session 1 (Balboa) Bioinformatics I
Predicting Conserved Hairpin Motifs in Unaligned RNA SequencesFull-text access may be available. Sign in or learn about subscription options.pp. 10
Session 1 (Balboa) Bioinformatics I
A Biology Inspired Neural Learning Algorithm for Analysing Protein SequencesFull-text access may be available. Sign in or learn about subscription options.pp. 18
Session 1 (Balboa) Bioinformatics I
Order-Sensitive Clustering for Remote Homologous Protein DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 26
Session 2 (Calaveras) Software Engineering with Computational Intelligence I
An Intelligent Early Warning System for Software Quality Improvement and Project ManagementFull-text access may be available. Sign in or learn about subscription options.pp. 32
Session 2 (Calaveras) Software Engineering with Computational Intelligence I
Deployment and Dynamic Reconfiguration Planning for Distributed Software SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 39
Session 2 (Calaveras) Software Engineering with Computational Intelligence I
Application of an Attribute Selection Method to CBR-Based Software Quality ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 47
Session 2 (Calaveras) Software Engineering with Computational Intelligence I
Analysis of Software Maintenance Data Using Multi-Technique ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 53
Session 3 (Granada) AI in Medicine I
Adaptive Modeling of Biochemical PathwaysFull-text access may be available. Sign in or learn about subscription options.pp. 62
Session 3 (Granada) AI in Medicine I
Semantic Biological Image Management and AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 69
Session 3 (Granada) AI in Medicine I
Ontology-Based Medical Image Annotation with Description LogicsFull-text access may be available. Sign in or learn about subscription options.pp. 77
Session 4 (Balboa) SAT
MFSAT: A SAT Solver Using Multi-Flip Local SearchFull-text access may be available. Sign in or learn about subscription options.pp. 84
Session 4 (Balboa) SAT
Improving Nogood Recording Using 2SATFull-text access may be available. Sign in or learn about subscription options.pp. 94
Session 4 (Balboa) SAT
Eliminating Redundancies in SAT Search TreesFull-text access may be available. Sign in or learn about subscription options.pp. 100
Session 4 (Balboa) SAT
Probing-Based Preprocessing Techniques for Propositional SatisfiabilityFull-text access may be available. Sign in or learn about subscription options.pp. 105
Session 5 (Calaveras) Data Mining I
A Software Infrastructure for Research in Textual Data MiningFull-text access may be available. Sign in or learn about subscription options.pp. 112
Session 5 (Calaveras) Data Mining I
Detecting Spatial Outliers with Multiple AttributesFull-text access may be available. Sign in or learn about subscription options.pp. 122
Session 5 (Calaveras) Data Mining I
Mining Association Rules with Linguistic TermsFull-text access may be available. Sign in or learn about subscription options.pp. 129
Session 5 (Calaveras) Data Mining I
Parallel Mining of Maximal Frequent Itemsets from DatabasesFull-text access may be available. Sign in or learn about subscription options.pp. 134
Session 6 (Granada) Evolutionary Computing
Feature Selection for Support Vector Machines by Means of Genetic AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 142
Engineering optimization using simple evolutionary algorithmFull-text access may be available. Sign in or learn about subscription options.pp. 149-156
Session 6 (Granada) Evolutionary Computing
Multi-Modal Function Optimization Problem for Evolutionary AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 157
Session 6 (Granada) Evolutionary Computing
A New Genetic Programming Approach in Symbolic RegressionFull-text access may be available. Sign in or learn about subscription options.pp. 161
Session 7 (Balboa) Planning and Scheduling I
Search Control Techniques for PlanningFull-text access may be available. Sign in or learn about subscription options.pp. 168
Session 7 (Balboa) Planning and Scheduling I
A Diversity-Controlling Adaptive Genetic Algorithm for the Vehicle Routing Problem with Time WindowsFull-text access may be available. Sign in or learn about subscription options.pp. 176
Session 7 (Balboa) Planning and Scheduling I
Effective Heuristics to Solve Pickup and Delivery Problems with Time WindowsFull-text access may be available. Sign in or learn about subscription options.pp. 184
Session 7 (Balboa) Planning and Scheduling I
Aircraft and Gate Scheduling with Time WindowsFull-text access may be available. Sign in or learn about subscription options.pp. 189
Session 7 (Balboa) Planning and Scheduling I
Fragmental Optimization on the 2-Machine Bicriteria Flowshop Scheduling ProblemFull-text access may be available. Sign in or learn about subscription options.pp. 194
Session 8 (Calaveras) Knowledge Management and Sharing
On Case-Based Knowledge Sharing in Semantic WebFull-text access may be available. Sign in or learn about subscription options.pp. 200
Session 8 (Calaveras) Knowledge Management and Sharing
All from One, One for All, Failure Diagnosis of Discrete Event Systems Using RepresentativesFull-text access may be available. Sign in or learn about subscription options.pp. 208
Session 8 (Calaveras) Knowledge Management and Sharing
About the Use of Semaphores to Handle Contradictory Knowledge SourcesFull-text access may be available. Sign in or learn about subscription options.pp. 213
Session 8 (Calaveras) Knowledge Management and Sharing
TROJAN: A Scalable Distributed Semantic Network SystemFull-text access may be available. Sign in or learn about subscription options.pp. 219
Session 9 (Granada) NLP and Speech Understanding
Using a Text-to-Speech Synthesizer to Generate a Reverse Turing TestFull-text access may be available. Sign in or learn about subscription options.pp. 226
Session 9 (Granada) NLP and Speech Understanding
Learning Name Pronunciations in Automatic Speech Recognition SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 233
Session 9 (Granada) NLP and Speech Understanding
Answer Filtering via Text Categorization in Question Answering SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 241
Session 9 (Granada) NLP and Speech Understanding
Transcoding HTML to VoiceXML Using AnnotationFull-text access may be available. Sign in or learn about subscription options.pp. 249
Session 9 (Granada) NLP and Speech Understanding
Nonlinear Speech Model Based on Support Vector Machine and Wavelet TransformFull-text access may be available. Sign in or learn about subscription options.pp. 259
Session 10 (Balboa) Planning and Scheduling II
Partitioning of Temporal Planning Problems in Mixed Space Using the Theory of Extended Saddle PointsFull-text access may be available. Sign in or learn about subscription options.pp. 266
Session 10 (Balboa) Planning and Scheduling II
S-MEP: A Planner for Numeric GoalsFull-text access may be available. Sign in or learn about subscription options.pp. 274
Session 10 (Balboa) Planning and Scheduling II
Ant Colony Optimization for Resource-Constrained Project Scheduling with Generalized Precedence RelationsFull-text access may be available. Sign in or learn about subscription options.pp. 284
Session 10 (Balboa) Planning and Scheduling II
Transportation Bid Analysis Optimization with Shipper InputFull-text access may be available. Sign in or learn about subscription options.pp. 290
Session 11 (Calaveras) Machine Learning
Discriminative Parameter Learning of General Bayesian Network ClassifiersFull-text access may be available. Sign in or learn about subscription options.pp. 296
Session 11 (Calaveras) Machine Learning
Learning Refinements on Curve-StrokesFull-text access may be available. Sign in or learn about subscription options.pp. 306
Session 11 (Calaveras) Machine Learning
Q-Concept-Learning: Generalization with Concept Lattice Representation in Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 316
Session 11 (Calaveras) Machine Learning
Reinforcement Learning with Extended Spatial and Temporal Learning ScaleFull-text access may be available. Sign in or learn about subscription options.pp. 324
Session 12 (Granada) Agents
Learning of Mediation Strategies for Heterogeneous Agents CooperationFull-text access may be available. Sign in or learn about subscription options.pp. 330
Session 12 (Granada) Agents
Efficient Key Assignment Scheme for Mobile Agent SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 338
Session 12 (Granada) Agents
Task Allocation via Multi-Agent Coalition Formation: Taxonomy, Algorithms and ComplexityFull-text access may be available. Sign in or learn about subscription options.pp. 346
Session 12 (Granada) Agents
RoboCupRescue System and Arian: A Flexible Infrastructure for Multi-Agent Research and EducationFull-text access may be available. Sign in or learn about subscription options.pp. 351
Session 13 (Balboa) Software Engineering with Computational Intelligence II
Eliminating Mismatching Connections between Components by Adopting an Agent-Based ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 358
Session 13 (Balboa) Software Engineering with Computational Intelligence II
Experiments in Automatic Programming for General PurposesFull-text access may be available. Sign in or learn about subscription options.pp. 366
Author indexFreely available from IEEE.pp. 649-651
Session 13 (Balboa) Software Engineering with Computational Intelligence II
Genetic Programming-Based Decision Trees for Software Quality ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 374
Session 13 (Balboa) Software Engineering with Computational Intelligence II
Validating an Online Adaptive System Using SVDDFull-text access may be available. Sign in or learn about subscription options.pp. 384
Session 14 (Calaveras) Vision and Image Processing
Automatic Lesion/Tumor Detection Using Intelligent Mesh-Based Active ContourFull-text access may be available. Sign in or learn about subscription options.pp. 390
Session 14 (Calaveras) Vision and Image Processing
A Cognitive Vision Platform for Automatic Recognition of Natural Complex ObjectsFull-text access may be available. Sign in or learn about subscription options.pp. 398
Session 14 (Calaveras) Vision and Image Processing
Interactive Open Architecture Computer VisionFull-text access may be available. Sign in or learn about subscription options.pp. 406
Session 14 (Calaveras) Vision and Image Processing
Improving the Performance of Multi-Class SVMs in Face Recognition with Nearest Neighbor RuleFull-text access may be available. Sign in or learn about subscription options.pp. 411
Session 15 (Granada) Bioinformatics II
Integrating Microarray Data by Consensus ClusteringFull-text access may be available. Sign in or learn about subscription options.pp. 418
Session 15 (Granada) Bioinformatics II
Sweep A*: Space-Efficient Heuristic Search in Partially Ordered GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 427
Session 15 (Granada) Bioinformatics II
Two-Layer Protein Structure ComparisonFull-text access may be available. Sign in or learn about subscription options.pp. 435
Session 16 (Balboa) AI in Medicine II
Interpreting Historical ICU Data Using Associational and Temporal ReasoningFull-text access may be available. Sign in or learn about subscription options.pp. 442
Session 16 (Balboa) AI in Medicine II
A Comparative Study of Feature Selection Methods for Probabilistic Neural Networks in Cancer ClassificationFull-text access may be available. Sign in or learn about subscription options.pp. 451
Session 16 (Balboa) AI in Medicine II
Discovering Clusters in Gene Expression Data Using Evolutionary ApproachFull-text access may be available. Sign in or learn about subscription options.pp. 459
Session 16 (Balboa) AI in Medicine II
Extracting Biochemical Interactions from MEDLINE Using a Link Grammar ParserFull-text access may be available. Sign in or learn about subscription options.pp. 467
Session 17 (Calaveras) CSP
Reducing Redundancy in the Hypertree Decomposition SchemeFull-text access may be available. Sign in or learn about subscription options.pp. 474
Session 17 (Calaveras) CSP
Implicit Random Constraint Satisfaction ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 482
Session 17 (Calaveras) CSP
Progressive Stochastic Search for Solving Constraint Satisfaction ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 487
Session 17 (Calaveras) CSP
Combining the Min-Conflicts and Look-Forward Heuristics to E.ectively Solve a Set of Hard University Timetabling ProblemsFull-text access may be available. Sign in or learn about subscription options.pp. 492
Session 18 (Granada) Fuzzy Logic
Approximate Discrete Probability Distribution Representation Using a Multi-Resolution Binary TreeFull-text access may be available. Sign in or learn about subscription options.pp. 498
Session 18 (Granada) Fuzzy Logic
Raw Relation Sets and Multiperson Decision MakingFull-text access may be available. Sign in or learn about subscription options.pp. 504
Session 18 (Granada) Fuzzy Logic
Inference via Fuzzy Belief Petri NetsFull-text access may be available. Sign in or learn about subscription options.pp. 510
Session 18 (Granada) Fuzzy Logic
Genetic Algorithm Calibration of Probabilistic Cellular Automata for Modeling Mining Permit ActivityFull-text access may be available. Sign in or learn about subscription options.pp. 515
Session 19 (Balboa) DataMining II
Generalization of Classification RulesFull-text access may be available. Sign in or learn about subscription options.pp. 522
Session 19 (Balboa) DataMining II
A Global Rule Induction Approach to Information ExtractionFull-text access may be available. Sign in or learn about subscription options.pp. 530
Session 19 (Balboa) DataMining II
Partitioning Large Data to Scale up Lattice-Based AlgorithmFull-text access may be available. Sign in or learn about subscription options.pp. 537
Session 19 (Balboa) DataMining II
Addressing the Ramification Problem in a Temporal Context: The Case of Concurrent ActionsFull-text access may be available. Sign in or learn about subscription options.pp. 545
Session 20 (Calaveras) Intelligent Information Retrieval
Query Expansion and Query Reduction in Document RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 552
Session 20 (Calaveras) Intelligent Information Retrieval
Classification of Web Documents Using a Naive Bayes MethodFull-text access may be available. Sign in or learn about subscription options.pp. 560
Session 20 (Calaveras) Intelligent Information Retrieval
A Novel Bag Generator for Image Database Retrieval With Multi-Instance Learning TechniquesFull-text access may be available. Sign in or learn about subscription options.pp. 565
Session 20 (Calaveras) Intelligent Information Retrieval
A Comparative Study of Techniques for Intrusion DetectionFull-text access may be available. Sign in or learn about subscription options.pp. 570
Session 21 (Granada) Knowledge Representation
DOSE: A Distributed Open Semantic Elaboration PlatformFull-text access may be available. Sign in or learn about subscription options.pp. 580
Session 21 (Granada) Knowledge Representation
Equuleus: Presentation from Legacy DocumentsFull-text access may be available. Sign in or learn about subscription options.pp. 589
Session 21 (Granada) Knowledge Representation
Domain Ontology and Galois Lattice Structure for Query RefinementFull-text access may be available. Sign in or learn about subscription options.pp. 597
Session 21 (Granada) Knowledge Representation
Human-Agent Teamwork for Distributed Team TrainingFull-text access may be available. Sign in or learn about subscription options.pp. 602
Session 22 (Balboa) Computer Vision and Pattern Recognition
Automatic Recognition of a Baby GestureFull-text access may be available. Sign in or learn about subscription options.pp. 610
Session 22 (Balboa) Computer Vision and Pattern Recognition
Object Recognition Using Local - Global GraphsFull-text access may be available. Sign in or learn about subscription options.pp. 616
Session 22 (Balboa) Computer Vision and Pattern Recognition
An L-G & SPNG Based Model for Brain BiometricsFull-text access may be available. Sign in or learn about subscription options.pp. 628
Session 22 (Balboa) Computer Vision and Pattern Recognition
Shape-Based 3D Model RetrievalFull-text access may be available. Sign in or learn about subscription options.pp. 636
Session 22 (Balboa) Computer Vision and Pattern Recognition
iCare — A User Centric Approach to the Development of Assistive Devices for the Blind and Visually ImpairedFull-text access may be available. Sign in or learn about subscription options.pp. 641
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