Intelligent Data Engineering and Automated Learning - IDEAL 2014

Dependence in Cumulative Selection.- Explanatory Inference under Uncertainty.- A Novel Ego-Centered Academic Community Detection Approach via Factor Graph Model.- Intelligent Promotions Recommendation System for Instaprom Platform.- Kernel K-Means Low Rank Approximation for Spectral Clustering and Diffusion Maps.- Linear Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image Classification.- Ensemble-Distributed Approach in Classification Problem Solution for Intrusion Detection Systems.- Weight Update Sequence in MLP Networks.- Modeling of Bicomponent Mixing System Used in the Manufacture of Wind Generator Blades.- Branching to Find Feasible Solutions in Unmanned Air Vehicle Mission Planning.- Towards Data Mart Building from Social Network for Opinion Analysis.- A Novel Self Suppression Operator Used in TMA.- Machine Learning Methods for Mortality Prediction of Polytraumatized Patients in Intensive Care Units - Dealing with Imbalanced and High-Dimensional Data.- Nonconvex Functions Optimization Using an Estimation of Distribution Algorithm Based on a Multivariate Extension of the Clayton Copula.- News Mining Using Evolving Fuzzy Systems.- Predicting Students' Results Using Rough Sets Theory.- Graph-Based Object Class Discovery from Images with Multiple Objects.- A Proposed Extreme Learning Machine Pruning Based on the Linear Combination of the Input Data and the Output Layer Weights.- A Drowsy Driver Detection System Based on a New Method of Head Posture Estimation.- A CBR-Based Game Recommender for Rehabilitation Videogames in Social Networks.- A New Semantic Approach for CBIR Based on Beta Wavelet Network Modeling Shape Refined by Texture and Color Features.- Tackling Ant Colony Optimization Meta-Heuristic as Search Method in Feature Subset Selection Based on Correlation or Consistency Measures.- EventStory: Event Detection Using Twitter Stream Based on Locality.- UnivariateMarginal Distribution Algorithm with Markov Chain Predictor in Continuous Dynamic Environments.- A Diversity-Adaptive Hybrid Evolutionary Algorithm to Solve a Project Scheduling Problem.- Computing Platforms for Large-Scale Multi-Agent Simulations: The Niche for Heterogeneous Systems.- Fuzzy Tool for Proposal of Suitable Products in Online Store and CRM System.- Giving Voice to the Internet by Means of Conversational Agents.- Multivariate Cauchy EDA Optimisation.- Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems.- Zero-Latency Data Warehouse System Based on Parallel Processing and Cache Module.- Distributed Multimedia Information System for Traffic Monitoring and Managing.- Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem.- Business and Government Organizations' Adoption of Cloud Computing.