Artificial neural network modelling
著者
書誌事項
Artificial neural network modelling
（Studies in computational intelligence, v. 628）
Springer, c2016
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注記
Includes bibliographical references
内容説明・目次
内容説明
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 modelling small, large
and complex systems under three categories, namely, 1) Networks, Structure Optimisation, Robustness and Stochasticity 2) Advances in Modelling Biological and
Environmental Systems and 3) Advances
in Modelling Social and Economic Systems.
The book aims at serving undergraduates, postgraduates and researchers
in ANN computational modelling.
目次
Artificial
Neural Networks Applications: An Introduction.- Order in the Black Box: Consistency
And Robustness Of 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 Modelling Random Processes from Observed Data.- Curvelet Interaction with Artificial
Neural Networks.- Hybrid Wavelet
Neural Network Approaches.-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 Using Neural Networks Incorporating a Novel Effective Feature - Degree of Central Regularity of Mass.-SOM Clustering
and Modelling 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 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 Networks Approach.- Modelling 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.
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