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Home > Artificial Neural Network Modelling > 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 Network Modelling |
Subana Shanmuganathan; Sandhya Samarasinghe
Springer International Publishing
Artificial Neural Network Modelling
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
Authors

Sandhya Samarasinghe

ARI Id

1664841117659_3737743

Access

Not Available Free

Pages

15-43

DOI

10.1007/978-3-319-28495-8_2

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-319-28495-8_2

Table of Contents of Book
Showing 1 to 20 of 22 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-vii
Artificial Neural Network Modelling: An Introduction
Subana Shanmuganathan
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
Sandhya Samarasinghe
15-43
Artificial Neural Networks as Models of Robustness in Development and Regeneration: Stability of Memory During Morphological Remodeling
Jennifer Hammelman; Daniel Lobo; Michael Levin
45-65
A Structure Optimization Algorithm of Neural Networks for Pattern Learning from Educational Data
Jie Yang; Jun Ma; Sarah K. Howard
67-82
Stochastic Neural Networks for Modelling Random Processes from Observed Data
Hong Ling; Sandhya Samarasinghe; Don Kulasiri
83-107
Curvelet Interaction with Artificial Neural Networks
Bharat Bhosale
109-125
Hybrid Wavelet Neural Network Approach
Muhammad Shoaib; Asaad Y. Shamseldin; Bruce W. Melville; Mudasser Muneer Khan
127-143
Quantification of Prediction Uncertainty in Artificial Neural Network Models
K. S. Kasiviswanathan; K. P. Sudheer; Jianxun He
145-159
Classifying Calpain Inhibitors for the Treatment of Cataracts: A Self Organising Map (SOM) ANN/KM Approach in Drug Discovery
I. L. Hudson; S. Y. Leemaqz; A. T. Neffe; A. D. Abell
161-212
Improved Ultrasound Based Computer Aided Diagnosis System for Breast Cancer Incorporating a New Feature of Mass Central Regularity Degree (CRD)
Ali Al-Yousef; Sandhya Samarasinghe
213-233
SOM Clustering and Modelling of Australian Railway Drivers’ Sleep, Wake, Duty Profiles
Irene L. Hudson; Shalem Y. Leemaqz; Susan W. Kim; David Darwent; Greg Roach; Drew Dawson
235-279
A Neural Approach to Electricity Demand Forecasting
Omid Motlagh; George Grozev; Elpiniki I. Papageorgiou
281-306
Development of Artificial Intelligence Based Regional Flood Estimation Techniques for Eastern Australia
Kashif Aziz; Ataur Rahman; Asaad Shamseldin
307-323
Artificial Neural Networks in Precipitation Nowcasting: An Australian Case Study
Benjamin J. E. Schroeter
325-339
Construction of PMx Concentration Surfaces Using Neural Evolutionary Fuzzy Models of Type Semi Physical Class
Alejandro Peña; Jesús Antonio Hernández
341-368
Application of Artificial Neural Network in Social Media Data Analysis: A Case of Lodging Business in Philadelphia
Thai Le; Phillip Pardo; William Claster
369-376
Sentiment Analysis on Morphologically Rich Languages: An Artificial Neural Network (ANN) Approach
Nishantha Medagoda
377-393
Predicting Stock Price Movements with News Sentiment: An Artificial Neural Network Approach
Kin-Yip Ho; Wanbin (Walter) Wang
395-403
Modelling Mode Choice of Individual in Linked Trips with Artificial Neural Networks and Fuzzy Representation
Nagesh Shukla; Jun Ma; Rohan Wickramasuriya; Nam Huynh; Pascal Perez
405-422
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 22 entries
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