Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I

Front Matter....Pages -
Neural Networks for Digital Media Analysis and Description....Pages 1-11
Temperature Forecasting in the Concept of Weather Derivatives: A Comparison between Wavelet Networks and Genetic Programming....Pages 12-21
MPEG-4 Internet Traffic Estimation Using Recurrent CGPANN....Pages 22-31
SCH-EGA: An Efficient Hybrid Algorithm for the Frequency Assignment Problem....Pages 32-41
Improving the RACAI Neural Network MSD Tagger....Pages 42-51
Neural Network Simulation of Photosynthetic Production....Pages 52-60
A Novel Artificial Neural Network Based Space Vector Modulated DTC and Its Comparison with Other Artificial Intelligence (AI) Control Techniques....Pages 61-70
Thinking Machines versus Thinking Organisms....Pages 71-80
Study of Influence of Parameter Grouping on the Error of Neural Network Solution of the Inverse Problem of Electrical Prospecting....Pages 81-90
Prediction of Foreign Currency Exchange Rates Using CGPANN....Pages 91-101
Coastal Hurricane Inundation Prediction for Emergency Response Using Artificial Neural Networks....Pages 102-111
Crossroad Detection Using Artificial Neural Networks....Pages 112-121
Application of Particle Swarm Optimization Algorithm to Neural Network Training Process in the Localization of the Mobile Terminal....Pages 122-131
Modeling Spatiotemporal Wild Fire Data with Support Vector Machines and Artificial Neural Networks....Pages 132-143
Prediction of Surface Texture Characteristics in Turning of FRPs Using ANN....Pages 144-153
A State Space Approach and Hurst Exponent for Ensemble Predictors....Pages 154-164
3D Molecular Modelling of the Helicase Enzyme of the Endemic, Zoonotic Greek Goat Encephalitis Virus....Pages 165-171
Feature Comparison and Feature Fusion for Traditional Dances Recognition....Pages 172-181
Intelligent Chair Sensor....Pages 182-191
Hierarchical Object Recognition Model of Increased Invariance....Pages 192-202
Detection of Damage in Composite Materials Using Classification and Novelty Detection Methods....Pages 203-212
Impact of Sampling on Neural Network Classification Performance in the Context of Repeat Movie Viewing....Pages 213-222
Discovery of Weather Forecast Web Resources Based on Ontology and Content-Driven Hierarchical Classification....Pages 223-232
Towards a Wearable Coach: Classifying Sports Activities with Reservoir Computing....Pages 233-242
Real-Time Psychophysiological Emotional State Estimation in Digital Gameplay Scenarios....Pages 243-252
Probabilistic Prediction for the Detection of Vesicoureteral Reflux....Pages 253-262
Application of a Neural Network to Improve the Automatic Measurement of Blood Pressure....Pages 263-272
An Immune-Inspired Approach for Breast Cancer Classification....Pages 273-281
Classification of Arrhythmia Types Using Cartesian Genetic Programming Evolved Artificial Neural Networks....Pages 282-291
Artificial Neural Networks and Principal Components Analysis for Detection of Idiopathic Pulmonary Fibrosis in Microscopy Images....Pages 292-301
Prediction of Air Quality Indices by Neural Networks and Fuzzy Inference Systems – The Case of Pardubice Microregion....Pages 302-312
Novel Neural Architecture for Air Data Angle Estimation....Pages 313-322
Audio Data Fuzzy Fusion for Source Localization....Pages 323-329
Boosting Simplified Fuzzy Neural Networks....Pages 330-339
A Parallel and Hierarchical Markovian RBF Neural Network: Preliminary Performance Evaluation....Pages 340-349
Data Mining and Modelling for Wave Power Applications Using Hybrid SOM-NG Algorithm....Pages 350-359
Automatic Detection of Different Harvesting Stages in Lettuce Plants by Using Chlorophyll Fluorescence Kinetics and Supervised Self Organizing Maps (SOMs)....Pages 360-369
Analysis of Heating Systems in Buildings Using Self-Organizing Maps....Pages 370-379
IMMI: Interactive Segmentation Toolkit....Pages 380-387
Local Binary Patterns and Neural Networks for No-Reference Image and Video Quality Assessment....Pages 388-395
Learning Accurate Active Contours....Pages 396-405
Pattern Recognition in Thermal Images of Plants Pine Using Artificial Neural Networks....Pages 406-413
Direct Multi-label Linear Discriminant Analysis....Pages 414-423
Image Restoration Method by Total Variation Minimization Using Multilayer Neural Networks Approach....Pages 424-432
Algorithmic Problem Solving Using Interactive Virtual Environment: A Case Study....Pages 433-445
No-Prop- fast - A High-Speed Multilayer Neural Network Learning Algorithm: MNIST Benchmark and Eye-Tracking Data Classification....Pages 446-455
 CPL Criterion Functions and Learning Algorithms Linked to the Linear Separability Concept....Pages 456-465
Learning Errors of Environmental Mathematical Models....Pages 466-473
On Mining Opinions from Social Media....Pages 474-484
Automata on Directed Graphs for the Recognition of Assembly Lines....Pages 485-495
On the Quantification of Missing Value Impact on Voting Advice Applications....Pages 496-505
Back Matter....Pages -