Engineering Applications of Neural Networks: 13th International Conference, EANN 2012, London, UK, September 20-23, 2012. Proceedings

Front Matter....Pages -
Elimination of a Catastrophic Destruction of a Memory in the Hopfield Model....Pages 1-10
An Operational Riverflow Prediction System in Helmand River, Afghanistan Using Artificial Neural Networks....Pages 11-20
Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing....Pages 21-30
Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks....Pages 31-40
Fuzzy-Logic Inference for Early Detection of Sleep Onset in Car Driver....Pages 41-50
Object-Oriented Neurofuzzy Modeling and Control of a Binary Distillation Column by Using MODELICA....Pages 51-60
Evolving an Indoor Robotic Localization System Based on Wireless Networks....Pages 61-70
Employing ANN That Estimate Ozone in a Short-Term Scale When Monitoring Stations Malfunction....Pages 71-80
An Ontology Based Approach to Designing Adaptive Lesson Plans in Military Training Simulators....Pages 81-93
A Continuous-Time Model of Analogue K-Winners-Take-All Neural Circuit....Pages 94-103
Network Intrusion Detection System Using Data Mining....Pages 104-113
A Near Linear Algorithm for Testing Linear Separability in Two Dimensions....Pages 114-124
A Training Algorithm for Locally Recurrent NN Based on Explicit Gradient of Error in Fault Detection Problems....Pages 125-134
Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks....Pages 135-144
Visual Based Contour Detection by Using the Improved Short Path Finding....Pages 145-151
Analysis of Electricity Consumption Profiles by Means of Dimensionality Reduction Techniques....Pages 152-161
Neural Networks for the Analysis of Mine-Induced Vibrations Transmission from Ground to Building Foundation....Pages 162-171
Backpropagation Neural Network Applications for a Welding Process Control Problem....Pages 172-182
Elastic Nets for Detection of Up-Regulated Genes in Microarrays....Pages 183-192
Detection and Classification of ECG Chaotic Components Using ANN Trained by Specially Simulated Data....Pages 193-202
Automatic Landmark Location for Analysis of Cardiac MRI Images....Pages 203-212
Learning of Spatio-temporal Dynamics in Thermal Engineering....Pages 213-222
Neural Adaptive Control in Application Service Management Environment....Pages 223-233
Using Varying Negative Examples to Improve Computational Predictions of Transcription Factor Binding Sites....Pages 234-243
Visual Analysis of a Cold Rolling Process Using Data-Based Modeling....Pages 244-253
Wind Power Forecasting to Minimize the Effects of Overproduction....Pages 254-263
Using RISE Observer to Implement Patchy Neural Network for the Identification of “Wing Rock” Phenomenon on Slender Delta 80° Wings....Pages 264-271
Models Based on Neural Networks and Neuro-Fuzzy Systems for Wind Power Prediction Using Wavelet Transform as Data Preprocessing Method....Pages 272-281
Neural Networks for Air Data Estimation: Test of Neural Network Simulating Real Flight Instruments....Pages 282-294
Direct Zero-Norm Minimization for Neural Network Pruning and Training....Pages 295-304
3D Vision-Based Autonomous Navigation System Using ANN and Kinect Sensor....Pages 305-314
Hybrid Computational Model for Producing English Past Tense Verbs....Pages 315-324
Characterizing Mobile Network Daily Traffic Patterns by 1-Dimensional SOM and Clustering....Pages 325-333
Dipolar Designing Layers of Formal Neurons....Pages 334-342
Evaluating the Impact of Categorical Data Encoding and Scaling on Neural Network Classification Performance: The Case of Repeat Consumption of Identical Cultural Goods....Pages 343-352
A Hybrid Neural Emotion Recogniser for Human-Robotic Agent Interaction....Pages 353-362
Ambient Intelligent Monitoring of Dementia Suffers Using Unsupervised Neural Networks and Weighted Rule Based Summarisation....Pages 363-374
On the Intelligent Machine Learning in Three Dimensional Space and Applications....Pages 375-384
Knowledge Clustering Using a Neural Network in a Course on Medical-Surgical Nursing....Pages 385-394
A New Approach in Stability Analysis of Hopfield-Type Neural Networks: Almost Stability....Pages 395-401
A Double Layer Dementia Diagnosis System Using Machine Learning Techniques....Pages 402-412
A Hybrid Radial Basis Function and Particle Swarm Optimization Neural Network Approach in Forecasting the EUR/GBP Exchange Rates Returns....Pages 413-422
Forecasting and Trading the High-Low Range of Stocks and ETFs with Neural Networks....Pages 423-432
Kalman Filters and Neural Networks in Forecasting and Trading....Pages 433-442
Short-Term Trading Performance of Spot Freight Rates and Derivatives in the Tanker Shipping Market: Do Neural Networks Provide Suitable Results?....Pages 443-452
Modelling and Trading the DJIA Financial Index Using Neural Networks Optimized with Adaptive Evolutionary Algorithms....Pages 453-462
Applying Kernel Methods on Protein Complexes Detection Problem....Pages 463-471
Efficient Computational Prediction and Scoring of Human Protein-Protein Interactions Using a Novel Gene Expression Programming Methodology....Pages 472-481
Biomedical Color Image Segmentation through Precise Seed Selection in Fuzzy Clustering....Pages 482-491
Back Matter....Pages -