Browsing by Author "Pal, Mahesh"

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M5 model trees and neural network based modelling of ET0 in Ankara, Turkey

Sattarı, Mohammad Taghi; Pal, Mahesh; Yürekli, Kadri; Ünlükara, Kadir (2013)

This paper investigates the potential of back propagation neural network and M5 model tree based regression approaches to model monthly reference evapotranspiration using climatic data of an area around Ankara, Turkey. ...
Performance evaluation of artificial neural network approaches in forecasting reservoir inflow

Sattari, M. Taghi; Yurekli, Kadri; Pal, Mahesh (Elsevier Science Inc, 2012)

This study investigates the potential of Time Lag Recurrent Neural Networks (TLRN) for modeling the daily inflow into Eleviyan reservoir, Iran. TLRN are extended with short term memory structures that have local recurrent ...