Browsing by Subject "Ensemble neural networks"

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  • Architecture of ensemble neural networks for risk analysis 
    De Silva, N; Thurairajah, N; Ransinghe, M [Conference-Abstract]
    Assembling of nemal networks refened to as "Ensemble nemal networks·· consist with many small "expei1 networks" that leam small parts of the complex problem. which are established by decomposing it into its sub leYels. ...
  • Risk analysis in maintainability of high-rise buildings under tropical conditions using ensemble neural network 
    De Silva, N; Ranasinghe, M; De Silva, CR [Article-Full-text]
    Purpose – The aim of this research study is to develop a risk-based framework that can quantify maintainability to forecast future maintainability of a building at early stages as a decision tool to minimize increase of ...
  • Use of ANNs in complex risk analysis applications 
    De Silva, N; Ranasinghe, M; De Silva, CR [Article-Full-text]
    Purpose – Artificial neural network (ANN) has been used for risk analysis in various applications such as engineering, financial and facilities management. However, use of a single network has become less accurate when ...