Artificial neural network modelling
著者
書誌事項
Artificial neural network modelling
(Studies in computational intelligence, v. 628)
Springer, c2016
大学図書館所蔵 全2件
  青森
  岩手
  宮城
  秋田
  山形
  福島
  茨城
  栃木
  群馬
  埼玉
  千葉
  東京
  神奈川
  新潟
  富山
  石川
  福井
  山梨
  長野
  岐阜
  静岡
  愛知
  三重
  滋賀
  京都
  大阪
  兵庫
  奈良
  和歌山
  鳥取
  島根
  岡山
  広島
  山口
  徳島
  香川
  愛媛
  高知
  福岡
  佐賀
  長崎
  熊本
  大分
  宮崎
  鹿児島
  沖縄
  韓国
  中国
  タイ
  イギリス
  ドイツ
  スイス
  フランス
  ベルギー
  オランダ
  スウェーデン
  ノルウェー
  アメリカ
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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