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Browsing by Author "Kapelan, Zoran"
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A critical review for the application of cutting-edge digital visualisation technologies for effective urban flood risk management
Bakhtiari, Vahid; Piadeh, Farzad; Behzadian, Kourosh; Kapelan, Zoran (2023-12-31)Cutting-edge digital visualisation tools (CDVT) are playing an increasingly important role in improving urban flood risk management. However, there is a paucity of comprehensive research examining their role across all ... -
Enhancing Urban Flood Forecasting in Drainage Systems Using Dynamic Ensemble-based Data Mining
Piadeh, Farzad; Behzadian, Kourosh; S. Chen, Albert; Kapelan, Zoran; P. Rizzuto, Joseph; C. Campos, Luiza (2023-12-01)This study presents a novel approach for urban flood forecasting in drainage systems using a dynamic ensemble-based data mining model which has yet to be utilised properly in this context. The proposed method incorporates ... -
Using Ensemble Data Mining Modelling for Nonbinary Overflow Detection in Urban Flooding
Behzadian, Kourosh; Piadeh, Farzad; S. Chen, Albert; C. Campos, Luiza; Kapelan, Zoran (2023-04-28)Application of data-driven modelling especially using data mining techniques in flood warning systems has received significant attention recently due mainly to its well-explored sustainable solution for alleviating disruptive ...