Engineering Applications of Neural Networks: 16th International Conference, EANN 2015, Rhodes, Greece, September 25-28 2015.Proceedings

Front Matter....Pages I-XXVIII
Front Matter....Pages 1-1
Mixed Phenomenological and Neural Approach to Induction Motor Speed Estimation....Pages 3-12
Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm....Pages 13-23
On-line Surface Roughness Prediction in Grinding Using Recurrent Neural Networks....Pages 24-34
Reliability Analysis of Post-Tensioned Bridge Using Artificial Neural Network-Based Surrogate Model....Pages 35-44
Front Matter....Pages 45-45
A Grid-Enabled Modular Framework for Efficient Sequence Analysis Workflows....Pages 47-56
Application of Elastic Nets Using Phase Transition for Detection of Gene Expression Patterns with Different Carbon Sources....Pages 57-66
Front Matter....Pages 67-67
Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing....Pages 69-79
Endotracheal Tube Position Confirmation System Using Neural Networks....Pages 80-85
Front Matter....Pages 87-87
Intelligent Bio-Inspired Detection of Food Borne Pathogen by DNA Barcodes: The Case of Invasive Fish Species Lagocephalus Sceleratus....Pages 89-99
Modelling of NOx Emissions in Natural Gas Fired Hot Water Boilers....Pages 100-108
Neural Network Approaches to Solution of the Inverse Problem of Identification and Determination of the Ionic Composition of Multi-component Water Solutions....Pages 109-118
Prediction of Soil Nitrogen from Spectral Features Using Supervised Self Organising Maps....Pages 119-126
Front Matter....Pages 127-127
Multithreaded Local Learning Regularization Neural Networks for Regression Tasks....Pages 129-138
Self-Train LogitBoost for Semi-supervised Learning....Pages 139-148
Scalable Digital CMOS Architecture for Spike Based Supervised Learning....Pages 149-158
Enhanced KNNC Using Train Sample Clustering....Pages 159-168
Front Matter....Pages 169-169
A Metric for Determining the Significance of Failures and Its Use in Anomaly Detection....Pages 171-180
Fixed-Resolution Growing Neural Gas for Clustering the Mobile Networks Data....Pages 181-191
Front Matter....Pages 193-193
A Neural-Fuzzy Network Based on Hermite Polynomials to Predict the Coastal Erosion....Pages 195-205
RBF Neural Networks and Radial Fuzzy Systems....Pages 206-215
Front Matter....Pages 193-193
Evolving Fuzzy-Neural Method for Multimodal Speech Recognition....Pages 216-227
Front Matter....Pages 229-229
Azimuthal Sound Localisation with Electronic Lateral Superior Olive....Pages 231-240
Front Matter....Pages 241-241
Tampering Detection in Low-Power Smart Cameras....Pages 243-252
Front Matter....Pages 253-253
Recognizing Handwritten Characters with Local Descriptors and Bags of Visual Words....Pages 255-264
Recognize Emotions from Facial Expressions Using a SVM and Neural Network Schema....Pages 265-274
Multimodal Data Fusion for Person-Independent, Continuous Estimation of Pain Intensity....Pages 275-285
Front Matter....Pages 287-287
Time Series Forecasting in Cyberbullying Data....Pages 289-303
Classification of Binary Imbalanced Data Using A Bayesian Ensemble of Bayesian Neural Networks....Pages 304-314
Inferring Users’ Interest on Web Documents Through Their Implicit Behaviour....Pages 315-324
One-Class Classification for Microarray Datasets with Feature Selection....Pages 325-334
Front Matter....Pages 335-335
Intuitionistic Fuzzy Neural Network: The Case of Credit Scoring Using Text Information....Pages 337-346
Decision Making on Container Based Logistics Using Fuzzy Cognitive Maps....Pages 347-357
Credit Prediction Using Transfer of Learning via Self-Organizing Maps to Neural Networks....Pages 358-365
Front Matter....Pages 367-367
Using Echo State Networks to Classify Unscripted, Real-World Punctual Activity....Pages 369-378
An Echo State Network-Based Soft Sensor of Downhole Pressure for a Gas-Lift Oil Well....Pages 379-389
Robust Bone Marrow Cell Discrimination by Rotation-Invariant Training of Multi-class Echo State Networks....Pages 390-400
Back Matter....Pages 401-402