Data mining and machine learning for environmental systems modelling and analysis

This thesis provides an investigation of environmental systems modelling and analysis based on system identification techniques. In particular, this work focuses on adapting and developing a new Nonlinear AutoRegressive with eXogenous inputs (NARX) framework, and its application to analyse some envi...

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Bibliographic Details
Main Author: Ayala Solares, Jose Roberto
Other Authors: Wei, Hua-Liang ; Bigg, Grant ; Billings, Stephen
Published: University of Sheffield 2017
Subjects:
Online Access:https://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.723220