Intelligent Data Engineering and Automated Learning – IDEAL 2014: 15th International Conference, Salamanca, Spain, September 10-12, 2014. Proceedings

Front Matter....Pages -
MLeNN: A First Approach to Heuristic Multilabel Undersampling....Pages 1-9
Development of Eye-Blink Controlled Application for Physically Handicapped Children....Pages 10-17
Generation of Reducts Based on Nearest Neighbor Relation....Pages 18-26
Automatic Content Related Feedback for MOOCs Based on Course Domain Ontology....Pages 27-35
User Behavior Modeling in a Cellular Network Using Latent Dirichlet Allocation....Pages 36-44
Sample Size Issues in the Choice between the Best Classifier and Fusion by Trainable Combiners....Pages 45-52
On Interlinking Linked Data Sources by Using Ontology Matching Techniques and the Map-Reduce Framework....Pages 53-60
Managing Borderline and Noisy Examples in Imbalanced Classification by Combining SMOTE with Ensemble Filtering....Pages 61-68
TweetSemMiner: A Meta-Topic Identification Model for Twitter Using Semantic Analysis....Pages 69-76
Use of Empirical Mode Decomposition for Classification of MRCP Based Task Parameters....Pages 77-84
Diversified Random Forests Using Random Subspaces....Pages 85-92
Fast Frequent Pattern Detection Using Prime Numbers....Pages 93-101
Multi-step Forecast Based on Modified Neural Gas Mixture Autoregressive Model....Pages 102-109
LBP and Machine Learning for Diabetic Retinopathy Detection....Pages 110-117
Automatic Validation of Flowmeter Data in Transport Water Networks: Application to the ATLLc Water Network....Pages 118-125
Data Analysis for Detecting a Temporary Breath Inability Episode....Pages 126-133
CPSO Applied in the Optimization of a Speech Recognition System....Pages 134-141
Object-Neighbourhood Clustering Ensemble Method....Pages 142-149
A Novel Recursive Kernel-Based Algorithm for Robust Pattern Classification....Pages 150-157
Multi-Objective Genetic Algorithms for Sparse Least Square Support Vector Machines....Pages 158-166
Pixel Classification and Heuristics for Facial Feature Localization....Pages 167-174
A New Appearance Signature for Real Time Person Re-identification....Pages 175-182
A New Hand Posture Recognizer Based on Hybrid Wavelet Network Including a Fuzzy Decision Support System....Pages 183-190
Sim-EA: An Evolutionary Algorithm Based on Problem Similarity....Pages 191-198
Multiobjective Dynamic Constrained Evolutionary Algorithm for Control of a Multi-segment Articulated Manipulator....Pages 199-206
Parameter Dependence in Cumulative Selection....Pages 207-214
Explanatory Inference under Uncertainty....Pages 215-222
A Novel Ego-Centered Academic Community Detection Approach via Factor Graph Model....Pages 223-230
Intelligent Promotions Recommendation System for Instaprom Platform....Pages 231-238
Kernel K -Means Low Rank Approximation for Spectral Clustering and Diffusion Maps....Pages 239-246
Linear Regression Fisher Discrimination Dictionary Learning for Hyperspectral Image Classification....Pages 247-254
Ensemble-Distributed Approach in Classification Problem Solution for Intrusion Detection Systems....Pages 255-265
Weight Update Sequence in MLP Networks....Pages 266-274
Modeling of Bicomponent Mixing System Used in the Manufacture of Wind Generator Blades....Pages 275-285
Branching to Find Feasible Solutions in Unmanned Air Vehicle Mission Planning....Pages 286-294
Towards Data Mart Building from Social Network for Opinion Analysis....Pages 295-302
A Novel Self Suppression Operator Used in TMA....Pages 303-308
Machine Learning Methods for Mortality Prediction of Polytraumatized Patients in Intensive Care Units – Dealing with Imbalanced and High-Dimensional Data....Pages 309-317
Nonconvex Functions Optimization Using an Estimation of Distribution Algorithm Based on a Multivariate Extension of the Clayton Copula....Pages 318-326
News Mining Using Evolving Fuzzy Systems....Pages 327-335
Predicting Students’ Results Using Rough Sets Theory....Pages 336-343
Graph-Based Object Class Discovery from Images with Multiple Objects....Pages 344-353
A Proposed Extreme Learning Machine Pruning Based on the Linear Combination of the Input Data and the Output Layer Weights....Pages 354-361
A Drowsy Driver Detection System Based on a New Method of Head Posture Estimation....Pages 362-369
A CBR-Based Game Recommender for Rehabilitation Videogames in Social Networks....Pages 370-377
A New Semantic Approach for CBIR Based on Beta Wavelet Network Modeling Shape Refined by Texture and Color Features....Pages 378-385
Tackling Ant Colony Optimization Meta-Heuristic as Search Method in Feature Subset Selection Based on Correlation or Consistency Measures....Pages 386-393
EventStory: Event Detection Using Twitter Stream Based on Locality....Pages 394-403
Univariate Marginal Distribution Algorithm with Markov Chain Predictor in Continuous Dynamic Environments....Pages 404-411
A Diversity-Adaptive Hybrid Evolutionary Algorithm to Solve a Project Scheduling Problem....Pages 412-423
Computing Platforms for Large-Scale Multi-Agent Simulations: The Niche for Heterogeneous Systems....Pages 424-432
Fuzzy Tool for Proposal of Suitable Products in Online Store and CRM System....Pages 433-440
Giving Voice to the Internet by Means of Conversational Agents....Pages 441-448
Multivariate Cauchy EDA Optimisation....Pages 449-456
Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems....Pages 457-464
Zero–Latency Data Warehouse System Based on Parallel Processing and Cache Module....Pages 465-474
Distributed Multimedia Information System for Traffic Monitoring and Managing....Pages 475-483
Auto-adaptation of Genetic Operators for Multi-objective Optimization in the Firefighter Problem....Pages 484-491
Business and Government Organizations’ Adoption of Cloud Computing....Pages 492-501
Erratum: Ensemble-Distributed Approach in Classification Problem Solution for Intrusion Detection Systems....Pages E1-E1
Back Matter....Pages -