Engineering Applications of Neural Networks: 15th International Conference, EANN 2014, Sofia, Bulgaria, September 5-7, 2014. Proceedings

Front Matter....Pages -
Fuzzy Inference ANN Ensembles for Air Pollutants Modeling in a Major Urban Area: The Case of Athens....Pages 1-14
Remarks on Computational Facial Expression Recognition from HOG Features Using Quaternion Multi-layer Neural Network....Pages 15-24
Classification of Database by Using Parallelization of Algorithms Third Generation in a GPU....Pages 25-38
An Iterative Feature Filter for Sensor Timeseries in Pervasive Computing Applications....Pages 39-48
Exploiting Evolution on UAV Control Rules for Spraying Pesticides on Crop Fields....Pages 49-58
Fuzzy-Logic Decision Fusion for Nonintrusive Early Detection of Driver Fatigue or Drowsiness....Pages 59-70
Neural Trade-Offs among Specialist and Generalist Neurons in Pattern Recognition....Pages 71-80
Classification of Events in Switch Machines Using Bayes, Fuzzy Logic System and Neural Network....Pages 81-91
An Accurate Flood Forecasting Model Using Wireless Sensor Networks and Chaos Theory: A Case Study with Real WSN Deployment in Brazil....Pages 92-102
Regenerative Braking Control Strategy for Hybrid and Electric Vehicles Using Artificial Neural Networks....Pages 103-112
Automatic Screening and Classification of Diabetic Retinopathy Fundus Images....Pages 113-122
Brain Neural Data Analysis Using Machine Learning Feature Selection and Classification Methods....Pages 123-132
Application of Neural Networks Solar Radiation Prediction for Hybrid Renewable Energy Systems....Pages 133-144
A New User Similarity Computation Method for Collaborative Filtering Using Artificial Neural Network....Pages 145-154
Probabilistic Models Based Intrusion Detection Using Sequence Characteristics in Control System Communication....Pages 155-164
Compressive ELM: Improved Models through Exploiting Time-Accuracy Trade-Offs....Pages 165-174
Detecting Port Scans against Mobile Devices with Neural Networks and Decision Trees....Pages 175-182
Categorization and Construction of Rule Based Systems....Pages 183-194
Tiling of Satellite Images to Capture an Island Object....Pages 195-204
Learning User Models in Multi-criteria Recommender Systems....Pages 205-216
Fault Classification System for Computer Networks Using Fuzzy Probabilistic Neural Network Classifier (FPNNC)....Pages 217-226
Estimation of the Electric Field across Medium Voltage Surge Arresters Using Artificial Neural Networks....Pages 227-236
Decoding Hand Trajectory from Primary Motor Cortex ECoG Using Time Delay Neural Network....Pages 237-247
Back Matter....Pages -