Intelligent Data Engineering and Automated Learning - IDEAL 2009: 10th International Conference, Burgos, Spain, September 23-26, 2009, Proceedings / Edition 1

Learning and Information Processing.- Taking Advantage of Class-Specific Feature Selection.- Local Approximations.- SCIS: Combining Instance Selection Methods to Increase Their Effectiveness over a Wide Range of Domains.- Supervised Feature Extraction Using Hilbert-Schmidt Norms.- A Novel Estimation of the Regularization Parameter for—-SVM.- Nearest Neighbor Classification by Relearning.- Integrating Rough Set and Genetic Algorithm for Negative Rule Extraction.- Development of a Conceptual Model for a Knowledge-Based System for the Design of Closed-Loop PID Controllers.- Lazy Classification Using an Optimized Instance-Based Learner.- Adaptive Fuzzy Logic Controller and Its Application in MEMS Mirror Actuation Feedback Control.- Detecting Computer Intrusions with Bayesian Networks.- Phase Load Balancing in the Secondary Distribution Network Using a Fuzzy Logic and a Combinatorial Optimization Based on the Newton Raphson.- Imperfect Pattern Recognition Using the Fuzzy Measure Theory.- K-Means Clustering Seeds Initialization Based on Centrality, Sparsity, and Isotropy.- Recurrence-Based Synchronization of Single Trials for EEG-Data Analysis.- FeedRank: A Semantic-Based Management System of Web Feeds.- An Autonomous Learning Algorithm of Resource Allocating Network.- Real-Time Nose Detection and Tracking Based on AdaBoost and Optical Flow Algorithms.- Hand Localization and Fingers Features Extraction: Application to Digit Recognition in Sign Language.- Interaction Detection in Aerodynamic Design Data.- Semi-supervised Outcome Prediction for a Type of Human Brain Tumour Using Partially Labeled MRS Information.- Optimizing Data Transformations for Classification Tasks.- The Minimum Redundancy – Maximum Relevance Approach to Building Sparse Support Vector Machines.- Discriminant Regression Analysis to Find Homogeneous Structures.- Learning from a Smarter Teacher.- STORM - A Novel Information Fusion and Cluster Interpretation Technique.- Discriminant Independent Component Analysis.- Information Preserving Empirical Mode Decomposition for Filtering Field Potentials.- Data Mining and Information Management.- A Heuristic Partial-Correlation-Based Algorithm for Causal Relationship Discovery on Continuous Data.- Clustering with XCS and Agglomerative Rule Merging.- Extended Cascaded Star Schema and ECOLAP Operations for Spatial Data Warehouse.- Block Clustering for Web Pages Categorization.- Framework for Decisional Business Modeling and Requirements Modeling in Data Mining Projects.- An AI Tool for the Petroleum Industry Based on Image Analysis and Hierarchical Clustering.- Quantitative Association Rules Applied to Climatological Time Series Forecasting.- Duplicate Candidate Elimination and Fast Support Calculation for Frequent Subgraph Mining.- Knowledge Extraction with Non-Negative Matrix Factorization for Text Classification.- Spherical Harmonics and Distance Transform for Image Representation and Retrieval.- Fourier Transform Based Spatial Outlier Mining.- Fuzzy Multi-Criteria Decision Making in Stereovision Matching for Fish-Eye Lenses in Forest Analysis.- Fuzzy Query Model for XML Documents.- Similarity-Binning Averaging: A Generalisation of Binning Calibration.- Compressed Disjunction-Free Pattern Representation versus Essential Pattern Representation.- Neuro-Informatics, Bio-Informatics and Bio-Inspired Models.- Combining Multiple Evolved Analog Circuits for Robust Evolvable Hardware.- Web Feed Clustering and Tagging Aggregator Using Topological Tree-Based Self-Organizing Maps.- A Hybrid Grouping Genetic Algorithm for the Multiple-Type Access Node Location Problem.- A Comparative Study of Stellar Spectra Analysis with Neural Networks in Transformed Domains.- Cascade-Connected ANN Structures for Indoor WLAN Positioning.- The Spatial Pheromone Signal for Ant Colony Optimisation.- Intrusion Detection in Sensor Networks Using Clustering and Immune Systems.- Novel Architecture for RNA Secondary Structure Prediction.- Nonlinear Dimensionality Reduction for Face Recognition.- A Framework for Pattern-Based Global Models.- A New Segmentation Approach in Structured Self-Organizing Maps for Image Retrieval.- GPU Implementation of the Multiple Back-Propagation Algorithm.- LDA Pre-processing for Classification: Class-Dependent Single Objective GA and Multi-objective GA Approaches.- Neural Network with Classification Based on Multiple Association Rule for Classifying Mammographic Data.- A Fuzzy Approach for Studying Combinatorial Regulatory Actions of Transcription Factors in Yeast.- Agents and Hybrid Systems.- The Winning Advantage: Using Opponent Models in Robot Soccer.- Talking Agents Design on the ICARO Framework.- A Rule-Based Multi-agent System for Local Traffic Management.- Requirements Engineering in the Development of Multi-Agent Systems: A Systematic Review.- Resources Oriented Search: A Strategy to Transfer Knowledge in the TRIZ-CBR Synergy.- Agent Negotiation Prools in Time-Bounded Service Composition.- Writer Identification Using a Hybrid Method Combining Gabor Wavelet and Mesh Fractal Dimension.- Soft Computing Techniques in Data Mining.- Segmentation of Upwelling Regions in Sea Surface Temperature Images via Unsupervised Fuzzy Clustering.- Exploration of Bagging Ensembles Comprising Genetic Fuzzy Models to Assist with Real Estate Appraisals.- Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool.- A Niching Algorithm to Learn Discriminant Functions with Multi-Label Patterns.- Fuzzy Quantification-Based Linguistic Summaries in Data Cubes with Hierarchical Fuzzy Partition of Time Dimension.- A Soft Discretization Technique for Fuzzy Decision Trees Using Resampling.- Evolving Fuzzy Systems Based on the eTS Learning Algorithm for the Valuation of Residential Premises.- GFS-Based Analysis of Vague Databases in High Performance Athletics.- Recent Advances on Swarm-Based Computing.- The Vector Model of Artificial Physics Optimization Algorithm for Global Optimization Problems.- Electricity Consumption Simulation Based on Multi-agent System.- Using Preferences to Solve Student–Class Allocation Problem.- Nearest Neighbor Interaction PSO Based on Small-World Model.- Intelligent Computational Techniques in Medical Image Processing.- Classification Results of Artificial Neural Networks for Alzheimer’s Disease Detection.- An Automatic Segmentation and Reconstruction of Mandibular Structures from CT-Data.- Stent Graft Change Detection After Endovascular Abdominal Aortic Aneurysm Repair.- Segmentation of Abdominal Aortic Aneurysms in CT Images Using a Radial Model Approach.- Advances on Ensemble Learning and Information Fusion.- Interval-Valued Fuzzy Observations in Bayes Classifier.- Random Relevant and Non-redundant Feature Subspaces for Co-training.- Modification of Nested Hyperrectangle Exemplar as a Proposition of Information Fusion Method.- Financial and Business Engineering (Modeling and Applications).- Modelling Evaluation of Railway Reform Level Using Fuzzy Logic.- A Comparison of Market Structures with Near-Zero-Intelligence Traders.- Evaluating the Performance of Adapting Trading Strategies with Different Memory Lengths.- MIR Day 2009 - Burgos.- Improving the Language Active Learning with Multiagent Systems.- A Multi-agent System to Learn from Oceanic Satellite Image Data.- A Proposal for an Optimal Mutation Probability in an Evolutionary Model Based on Turing Machines.- Segmentation and Classification of Time-Series: Real Case Studies.- A Compendium of Heuristic Methods for Scheduling in Computational Grids.- Modeling of Network Computing Systems for Decision Tree Induction Tasks.- Atmospheric Pollution Analysis by Unsupervised Learning.- Improving Energy Efficiency in Buildings Using Machine Intelligence.- Analysis, Design and Implementation of a Multiagent System, to Extract Defining Contexts Based on a Linguistic Corpus in the Neurological Disease Domain.- Nature Inspired Models for Industrial Applications.- Applying Scatter Search to the Location Areas Problem.- Parameter Analysis for Differential Evolution with Pareto Tournaments in a Multiobjective Frequency Assignment Problem.- SOM-Based Selection of Monitored Consumers for Demand Prediction.- Multiagent Systems for Power System Topology Verification.