Shanmuganathan S., Samarasinghe S. (eds.) Artificial Neural Network Modelling

Springer, 2016. — 468.This book covers theoretical aspects as well as recent innovative applications of Artificial Neural networks (ANNs) in natural, environmental, biological, social, industrial and automated systems.
It presents recent results of ANNs in modeling small, large and complex systems under three categories, namely, 1) Networks, Structure Optimisation, Robustness and Stochasticity 2) Advances in Modeling Biological and Environmental Systems and 3) Advances in Modeling Social and Economic Systems. The book aims at serving undergraduates, postgraduates and researchers in ANN computational modeling.Artificial Neural Network Modeling: An Introduction
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
Artificial Neural Networks as Models of Robustness in Development and Regeneration: Stability of Memory During Morphological Remodeling
A Structure Optimization Algorithm of Neural Networks for Pattern Learning from Educational Data
Stochastic Neural Networks for Modeling Random Processes from Observed Data
Curvelet Interaction with Artificial Neural Networks
Hybrid Wavelet Neural Network Approach
Quantification of Prediction Uncertainty in Artificial Neural Network Models
Classifying Calpain Inhibitors for the Treatment of Cataracts: A Self Organising Map (SOM) ANN/KM Approach in Drug Discovery
Improved Ultrasound Based Computer Aided Diagnosis System for Breast Cancer Incorporating a New Feature of Mass Central Regularity Degree (CRD)
SOM Clustering and Modeling of Australian Railway Drivers’ Sleep, Wake, Duty Profiles
A Neural Approach to Electricity Demand Forecasting
Development of Artificial Intelligence Based Regional Flood Estimation Techniques for Eastern Australia
Artificial Neural Networks in Precipitation Nowcasting: An Australian Case Study
Construction of PMx Concentration Surfaces Using Neural Evolutionary Fuzzy Models of Type Semi Physical Class
Application of Artificial Neural Network in Social Media Data Analysis: A Case of Lodging Business in Philadelphia
Sentiment Analysis on Morphologically Rich Languages: An Artificial Neural Network (ANN) Approach
Predicting Stock Price Movements with News Sentiment: An Artificial Neural Network Approach
Modeling Mode Choice of Individual in Linked Trips with Artificial Neural Networks and Fuzzy Representation
Artificial Neural Network (ANN) Pricing Model for Natural Rubber Products Based on Climate Dependencies
A Hybrid Artificial Neural Network (ANN) Approach to Spatial and Non-spatial Attribute Data Mining: A Case Study Experience