Intelligent Data Engineering and Automated Learning - IDEAL 2009: 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings

Front Matter....Pages -
Taking Advantage of Class-Specific Feature Selection....Pages 1-8
Local Approximations....Pages 9-16
SCIS: Combining Instance Selection Methods to Increase Their Effectiveness over a Wide Range of Domains....Pages 17-24
Supervised Feature Extraction Using Hilbert-Schmidt Norms....Pages 25-33
A Novel Estimation of the Regularization Parameter for ε -SVM....Pages 34-41
Nearest Neighbor Classification by Relearning....Pages 42-49
Integrating Rough Set and Genetic Algorithm for Negative Rule Extraction....Pages 50-57
Development of a Conceptual Model for a Knowledge-Based System for the Design of Closed-Loop PID Controllers....Pages 58-65
Lazy Classification Using an Optimized Instance-Based Learner....Pages 66-73
Adaptive Fuzzy Logic Controller and Its Application in MEMS Mirror Actuation Feedback Control....Pages 74-81
Detecting Computer Intrusions with Bayesian Networks....Pages 82-91
Phase Load Balancing in the Secondary Distribution Network Using a Fuzzy Logic and a Combinatorial Optimization Based on the Newton Raphson....Pages 92-100
Imperfect Pattern Recognition Using the Fuzzy Measure Theory....Pages 101-108
 K -Means Clustering Seeds Initialization Based on Centrality, Sparsity, and Isotropy....Pages 109-117
Recurrence-Based Synchronization of Single Trials for EEG-Data Analysis....Pages 118-125
FeedRank: A Semantic-Based Management System of Web Feeds....Pages 126-133
An Autonomous Learning Algorithm of Resource Allocating Network....Pages 134-141
Real-Time Nose Detection and Tracking Based on AdaBoost and Optical Flow Algorithms....Pages 142-150
Hand Localization and Fingers Features Extraction: Application to Digit Recognition in Sign Language....Pages 151-159
Interaction Detection in Aerodynamic Design Data....Pages 160-167
Semi-supervised Outcome Prediction for a Type of Human Brain Tumour Using Partially Labeled MRS Information....Pages 168-175
Optimizing Data Transformations for Classification Tasks....Pages 176-183
The Minimum Redundancy – Maximum Relevance Approach to Building Sparse Support Vector Machines....Pages 184-190
Discriminant Regression Analysis to Find Homogeneous Structures....Pages 191-199
Learning from a Smarter Teacher....Pages 200-207
STORM - A Novel Information Fusion and Cluster Interpretation Technique....Pages 208-218
Discriminant Independent Component Analysis....Pages 219-225
Information Preserving Empirical Mode Decomposition for Filtering Field Potentials....Pages 226-233
A Heuristic Partial-Correlation-Based Algorithm for Causal Relationship Discovery on Continuous Data....Pages 234-241
Clustering with XCS and Agglomerative Rule Merging....Pages 242-250
Extended Cascaded Star Schema and ECOLAP Operations for Spatial Data Warehouse....Pages 251-259
Block Clustering for Web Pages Categorization....Pages 260-267
Framework for Decisional Business Modeling and Requirements Modeling in Data Mining Projects....Pages 268-275
An AI Tool for the Petroleum Industry Based on Image Analysis and Hierarchical Clustering....Pages 276-283
Quantitative Association Rules Applied to Climatological Time Series Forecasting....Pages 284-291
Duplicate Candidate Elimination and Fast Support Calculation for Frequent Subgraph Mining....Pages 292-299
Knowledge Extraction with Non-Negative Matrix Factorization for Text Classification....Pages 300-308
Spherical Harmonics and Distance Transform for Image Representation and Retrieval....Pages 309-316
Fourier Transform Based Spatial Outlier Mining....Pages 317-324
Fuzzy Multi-Criteria Decision Making in Stereovision Matching for Fish-Eye Lenses in Forest Analysis....Pages 325-332
Fuzzy Query Model for XML Documents....Pages 333-340
Similarity-Binning Averaging: A Generalisation of Binning Calibration....Pages 341-349
Compressed Disjunction-Free Pattern Representation versus Essential Pattern Representation....Pages 350-358
Combining Multiple Evolved Analog Circuits for Robust Evolvable Hardware....Pages 359-367
Web Feed Clustering and Tagging Aggregator Using Topological Tree-Based Self-Organizing Maps....Pages 368-375
A Hybrid Grouping Genetic Algorithm for the Multiple-Type Access Node Location Problem....Pages 376-383
A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains....Pages 384-391
Cascade-Connected ANN Structures for Indoor WLAN Positioning....Pages 392-399
The Spatial Pheromone Signal for Ant Colony Optimisation....Pages 400-407
Intrusion Detection in Sensor Networks Using Clustering and Immune Systems....Pages 408-415
Novel Architecture for RNA Secondary Structure Prediction....Pages 416-423
Nonlinear Dimensionality Reduction for Face Recognition....Pages 424-432
A Framework for Pattern-Based Global Models....Pages 433-440
A New Segmentation Approach in Structured Self-Organizing Maps for Image Retrieval....Pages 441-448
GPU Implementation of the Multiple Back-Propagation Algorithm....Pages 449-456
LDA Pre-processing for Classification: Class-Dependent Single Objective GA and Multi-objective GA Approaches....Pages 457-464
Neural Network with Classification Based on Multiple Association Rule for Classifying Mammographic Data....Pages 465-476
A Fuzzy Approach for Studying Combinatorial Regulatory Actions of Transcription Factors in Yeast....Pages 477-484
The Winning Advantage: Using Opponent Models in Robot Soccer....Pages 485-493
Talking Agents Design on the ICARO Framework....Pages 494-501
A Rule-Based Multi-agent System for Local Traffic Management....Pages 502-509
Requirements Engineering in the Development of Multi-Agent Systems: A Systematic Review....Pages 510-517
Resources Oriented Search: A Strategy to Transfer Knowledge in the TRIZ-CBR Synergy....Pages 518-526
Agent Negotiation Protocols in Time-Bounded Service Composition....Pages 527-534
Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension....Pages 535-542
Segmentation of Upwelling Regions in Sea Surface Temperature Images via Unsupervised Fuzzy Clustering....Pages 543-553
Exploration of Bagging Ensembles Comprising Genetic Fuzzy Models to Assist with Real Estate Appraisals....Pages 554-561
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool....Pages 562-569
A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns....Pages 570-577
Fuzzy Quantification-Based Linguistic Summaries in Data Cubes with Hierarchical Fuzzy Partition of Time Dimension....Pages 578-585
A Soft Discretization Technique for Fuzzy Decision Trees Using Resampling....Pages 586-593
Evolving Fuzzy Systems Based on the eTS Learning Algorithm for the Valuation of Residential Premises....Pages 594-601
GFS-Based Analysis of Vague Databases in High Performance Athletics....Pages 602-609
The Vector Model of Artificial Physics Optimization Algorithm for Global Optimization Problems....Pages 610-617
Electricity Consumption Simulation Based on Multi-agent System....Pages 618-625
Using Preferences to Solve Student–Class Allocation Problem....Pages 626-632
Nearest Neighbor Interaction PSO Based on Small-World Model....Pages 633-640
Classification Results of Artificial Neural Networks for Alzheimer’s Disease Detection....Pages 641-648
An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data....Pages 649-655
Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair....Pages 656-663
Segmentation of Abdominal Aortic Aneurysms in CT Images Using a Radial Model Approach....Pages 664-671
Interval-Valued Fuzzy Observations in Bayes Classifier....Pages 672-678
Random Relevant and Non-redundant Feature Subspaces for Co-training....Pages 679-686
Modification of Nested Hyperrectangle Exemplar as a Proposition of Information Fusion Method....Pages 687-694
Modelling Evaluation of Railway Reform Level Using Fuzzy Logic....Pages 695-702
A Comparison of Market Structures with Near-Zero-Intelligence Traders....Pages 703-710
Evaluating the Performance of Adapting Trading Strategies with Different Memory Lengths....Pages 711-718
Improving the Language Active Learning with Multiagent Systems....Pages 719-726
A Multi-agent System to Learn from Oceanic Satellite Image Data....Pages 727-734
A Proposal for an Optimal Mutation Probability in an Evolutionary Model Based on Turing Machines....Pages 735-742
Segmentation and Classification of Time-Series: Real Case Studies....Pages 743-750
A Compendium of Heuristic Methods for Scheduling in Computational Grids....Pages 751-758
Modeling of Network Computing Systems for Decision Tree Induction Tasks....Pages 759-766
Atmospheric Pollution Analysis by Unsupervised Learning....Pages 767-772
Improving Energy Efficiency in Buildings Using Machine Intelligence....Pages 773-782
Analysis, Design and Implementation of a Multiagent System, to Extract Defining Contexts Based on a Linguistic Corpus in the Neurological Disease Domain....Pages 783-790
Applying Scatter Search to the Location Areas Problem....Pages 791-798
Parameter Analysis for Differential Evolution with Pareto Tournaments in a Multiobjective Frequency Assignment Problem....Pages 799-806
SOM-Based Selection of Monitored Consumers for Demand Prediction....Pages 807-814
Multiagent Systems for Power System Topology Verification....Pages 815-822
Back Matter....Pages -