Artificial Neural Network Modelling

Front Matter....Pages i-vii
Artificial Neural Network Modelling: An Introduction....Pages 1-14
Order in the Black Box: Consistency and Robustness of Hidden Neuron Activation of Feed Forward Neural Networks and Its Use in Efficient Optimization of Network Structure....Pages 15-43
Artificial Neural Networks as Models of Robustness in Development and Regeneration: Stability of Memory During Morphological Remodeling....Pages 45-65
A Structure Optimization Algorithm of Neural Networks for Pattern Learning from Educational Data....Pages 67-82
Stochastic Neural Networks for Modelling Random Processes from Observed Data....Pages 83-107
Curvelet Interaction with Artificial Neural Networks....Pages 109-125
Hybrid Wavelet Neural Network Approach....Pages 127-143
Quantification of Prediction Uncertainty in Artificial Neural Network Models....Pages 145-159
Classifying Calpain Inhibitors for the Treatment of Cataracts: A Self Organising Map (SOM) ANN/KM Approach in Drug Discovery....Pages 161-212
Improved Ultrasound Based Computer Aided Diagnosis System for Breast Cancer Incorporating a New Feature of Mass Central Regularity Degree (CRD)....Pages 213-233
SOM Clustering and Modelling of Australian Railway Drivers’ Sleep, Wake, Duty Profiles....Pages 235-279
A Neural Approach to Electricity Demand Forecasting....Pages 281-306
Development of Artificial Intelligence Based Regional Flood Estimation Techniques for Eastern Australia....Pages 307-323
Artificial Neural Networks in Precipitation Nowcasting: An Australian Case Study....Pages 325-339
Construction of PMx Concentration Surfaces Using Neural Evolutionary Fuzzy Models of Type Semi Physical Class....Pages 341-368
Application of Artificial Neural Network in Social Media Data Analysis: A Case of Lodging Business in Philadelphia....Pages 369-376
Sentiment Analysis on Morphologically Rich Languages: An Artificial Neural Network (ANN) Approach....Pages 377-393
Predicting Stock Price Movements with News Sentiment: An Artificial Neural Network Approach....Pages 395-403
Modelling Mode Choice of Individual in Linked Trips with Artificial Neural Networks and Fuzzy Representation....Pages 405-422
Artificial Neural Network (ANN) Pricing Model for Natural Rubber Products Based on Climate Dependencies....Pages 423-442
A Hybrid Artificial Neural Network (ANN) Approach to Spatial and Non-spatial Attribute Data Mining: A Case Study Experience....Pages 443-472