Intelligent Data Engineering and Automated Learning - IDEAL 2009: 10th International Conference, Burgos, Spain, September 23-26, 2009, Proceedings: ... Applications, incl. Internet/Web, and HCI) - Tapa blanda

Sinopsis

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 Dimen...

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