Ozgur Kisi

Dr. Ozgur Kisi

Ilia State University
orcid

Research Focus & Metrics

Academic Career Length

26Years (2001-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 June 2014 in Journal of Hydrology
Verified
Journal Article
Closed access
Vahid NouraniVahid Nourani
Vahid Nourani
ABAida Hosseini Baghanam
Aida Hosseini Baghanam
JAJan Adamowski
Jan Adamowski
Ozgur KisiOzgur Kisi
Ozgur Kisi

1 September 2007 in Journal of Hydrologic Engineering
Verified
Journal Article
Closed access
Ozgur KisiOzgur Kisi
Ozgur Kisi
Forecasts of future events are required in many activities associated with planning and operation of the components of a water resources system. For the hydrologic component, there is a need for both short term and long term forecasts of streamflow events in order to optimize the system or to plan for future expansion or reduction. This paper presents a comparison of different artificial neural networks (ANNs) algorithms for short term daily streamflow forecasting. Four different ANN algorithms, namely, backpropagation, conjugate gradient, cascade correlation, and Levenberg–Marquardt are applied to continuous streamflow data of the North Platte River in the United States. The models are verified with untrained data. The results from the different algorithms are compared with each other. The correlation analysis was used in the study and found to be useful for determining appropriate input vectors to the ANNs.

1 November 2016 in Journal of Hydrology
Verified
Journal Article
Closed access
ZYZaher Mundher Yaseen
Zaher Mundher Yaseen
OJOthman Jaafar
Othman Jaafar
RDRavinesh C. Deo
Ravinesh C. Deo
Ozgur KisiOzgur Kisi
Ozgur Kisi
JAJan Adamowski
Jan Adamowski
Ahmed ElshafieAhmed Elshafie
Ahmed Elshafie

1 March 2016 in Journal of Hydrology
Verified
Journal Article
Closed access
Ozgur KisiOzgur Kisi
Ozgur Kisi
KPKulwinder Singh Parmar
Kulwinder Singh Parmar


1 August 2016 in Renewable and Sustainable Energy Reviews
Verified
Journal Article
Closed access
Lunche WangLunche Wang
Lunche Wang
Ozgur KisiOzgur Kisi
Ozgur Kisi
MZMohammad Zounemat-Kermani
Mohammad Zounemat-Kermani
GSGermán Salazar
Germán Salazar
ZZZhongmin Zhu
Zhongmin Zhu
WGWei Gong
Wei Gong