Ö. Kisi

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Comparison of three backpropagation training algorithms for two case studies

E. Uncuoğlu, Ö. Kisi, 2010 .

Daily River Flow Forecasting Using Artificial Neural Networks and Auto-Regressive Models

Özgür Kişi, Ö. Kisi, 2005 .

Wavelet regression model as an alternative to neural networks for monthly streamflow forecasting

Ozgur Kisi, Ö. Kisi, 2009 .

Daily suspended sediment estimation using neuro-wavelet models

Özgür Kişi, Ö. Kisi, 2010 .

Precipitation forecasting using classification and regression trees (CART) model: a comparative study of different approaches

B. Choubin, F. Sajedi-Hosseini, A. Azareh, 2018, Environmental Earth Sciences.

Generalized regression neural networks for evapotranspiration modelling

Ö. Kisi, 2006 .

Multiple linear regression, multi-layer perceptron network and adaptive neuro-fuzzy inference system for forecasting precipitation based on large-scale climate signals

Bahram Choubin, Arash Malekian, Özgür Kişi, 2016 .

A combined generalized regression neural network wavelet model for monthly streamflow prediction

Özgür Kişi, Ö. Kisi, 2011 .

A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods

Ö. Kisi, S. M. Biazar, Pouya Aghelpour, 2020, ISPRS Int. J. Geo Inf..

Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms

Ö. Kisi, A. Islam, S. Heddam, 2021, Comput. Electron. Agric..

Importance of hybrid models for forecasting of hydrological variable

F. Latifoğlu, Ö. Kisi, Levent Latifoğlu, 2015, Neural Computing and Applications.

A new heuristic model for monthly streamflow forecasting

Salim Heddam, Özgur Kişi, O. Kisi, 2021, Advances in Streamflow Forecasting.

Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline

Özgür Kisi, Rana Muhammad Adnan, Payam Khosravinia, 2021, Appl. Soft Comput..

Evapotranspiration modeling using a wavelet regression model

Özgür Kişi, Ö. Kisi, 2010, Irrigation Science.

Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques

Özgür Kisi, Aliakbar Gholampour, Iman Mansouri, 2018, Neural Computing and Applications.

Pan evaporation modeling using four different heuristic approaches

Özgür Kisi, Lunche Wang, Deqing Yu, 2017, Comput. Electron. Agric..

RM5Tree: Radial basis M5 model tree for accurate structural reliability analysis

Özgür Kisi, Behrooz Keshtegar, B. Keshtegar, 2018, Reliab. Eng. Syst. Saf..

Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors

Özgür Kisi, Pijush Samui, Zaher Mundher Yaseen, 2018, Comput. Electron. Agric..

Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes

Özgür Kisi, Pouya Aghelpour, Hadigheh Bahrami-Pichaghchi, 2020, Comput. Electron. Agric..

The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction

O. Kisi, Z. Yaseen, Ö. Kisi, 2022, Appl. Soft Comput..

Adaptive neuro-fuzzy computing technique for suspended sediment estimation

Özgür Kisi, Ozgur Ozturk, Mehmet Ardiclioglu, 2009, Adv. Eng. Softw..

Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area

Özgür Kisi, Vijay Kumar Singh, Bhaskar Pratap Singh, 2018, Comput. Electron. Agric..

Predicting river daily flow using wavelet-artificial neural networks based on regression analyses in comparison with artificial neural networks and support vector machine models

Özgür Kisi, Maryam Shafaei, Ö. Kisi, 2017, Neural Computing and Applications.

Optimization of energy management and conversion in the water systems based on evolutionary algorithms

Özgür Kisi, Ahmed El-Shafie, Hojat Karami, 2019, Neural Computing and Applications.

A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem

Özgür Kisi, Ahmed El-Shafie, Ali Najah Ahmed, 2021, Appl. Soft Comput..

Modeling rainfall-runoff process using soft computing techniques

Özgür Kisi, Jalal Shiri, Mustafa Tombul, 2013, Comput. Geosci..

Daily pan evaporation modeling using linear genetic programming technique

Aytac Guven, Özgür Kişi, Ö. Kisi, 2011, Irrigation Science.

A machine code-based genetic programming for suspended sediment concentration estimation

Özgür Kisi, Aytaç Güven, Ö. Kisi, 2010, Adv. Eng. Softw..

Monthly pan-evaporation estimation in Indian central Himalayas using different heuristic approaches and climate based models

Özgür Kisi, Anil Kumar, Anurag Malik, 2017, Comput. Electron. Agric..

Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree

Özgür Kisi, Onur Genc, Mohammad Zounemat-Kermani, 2016, Comput. Electron. Agric..

Reference Evapotranspiration Modeling Using New Heuristic Methods

Özgür Kisi, Xiaohui Yuan, Ahmed El-Shafie, 2020, Entropy.

Using the MODIS Sensor for Snow Cover Modeling and the Assessment of Drought Effects on Snow Cover in a Mountainous Area

Özgür Kisi, Pouya Aghelpour, Babak Mohammadi, 2020, Remote. Sens..

Predicting groundwater level fluctuations with meteorological effect implications - A comparative study among soft computing techniques

Özgür Kisi, Jalal Shiri, Kang-Kun Lee, 2013, Comput. Geosci..

Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia

Özgür Kisi, Jalal Shiri, Sepideh Karimi, 2013, Comput. Geosci..

Forecasting daily stream flows using artificial intelligence approaches

Jalal Shiri, Oleg Makarynskyy, Özgur Kişi, 2012 .

River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques

Özgür Kisi, Jalal Shiri, J. Shiri, 2012, Comput. Geosci..

Forecasting daily lake levels using artificial intelligence approaches

Özgür Kisi, Jalal Shiri, Bagher Nikoofar, 2012, Comput. Geosci..

Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations

Özgür Kisi, Jalal Shiri, J. Shiri, 2011, Comput. Geosci..

Spatial evaluation of climate change-induced drought characteristics in different climates based on De Martonne Aridity Index in Iran

Ö. Kisi, A. Adib, Morteza Lotfirad, 2023, Applied Water Science.

Precipitation forecasting by using wavelet-support vector machine conjunction model

Özgür Kisi, Mesut Cimen, M. Çimen, 2012, Eng. Appl. Artif. Intell..

Determination of Mean Velocity and Discharge in Natural Streams Using Neuro-Fuzzy and Neural Network Approaches

Özgür Kişi, Ö. Kisi, M. Ardiclioglu, 2014, Water Resources Management.

Constructing neural network sediment estimation models using a data-driven algorithm

Özgür Kisi, Ö. Kisi, 2008, Math. Comput. Simul..

Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization

Özgür Kisi, Zaher Mundher Yaseen, Rana Muhammad Adnan, 2021, Knowl. Based Syst..

Development of wavelet-based Kalman Online Sequential Extreme Learning Machine optimized with Boruta-Random Forest for drought index forecasting

O. Kisi, Z. Yaseen, I. Ahmadianfar, 2023, Eng. Appl. Artif. Intell..

Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models

Özgür Kisi, Hadi Sanikhani, Sarita Gajbhiye Meshram, 2019, Neural Computing and Applications.

Modeling soil cation exchange capacity using soil parameters

Özgür Kisi, Jalal Shiri, Ali Keshavarzi, 2017 .

Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models

Özgür Kisi, Zaher Mundher Yaseen, Ravinesh C. Deo, 2021, Comput. Electron. Agric..

Using soil easily measured parameters for estimating soil water capacity: Soft computing approaches

Özgür Kisi, Jalal Shiri, Ali Keshavarzi, 2017, Comput. Electron. Agric..

Stream flow forecasting using neuro‐wavelet technique

Ozgur Kisi, Ö. Kisi, 2008 .

Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data

Özgür Kisi, Hadi Sanikhani, Mohammad Zounemat-Kermani, 2015, Comput. Electron. Agric..

Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GIS and geostatistics

Özgür Kisi, Jamshid Piri, Atefeh Mir, 2017, Comput. Electron. Agric..

Modeling antimicrobial effect of different grape pomace and extracts on S. aureus and E. coli in vegetable soup using artificial neural network and fuzzy logic system

Osman Sagdic, Ismet Ozturk, Özgür Kisi, 2012, Expert Syst. Appl..

An artificial neural network model for the prediction of critical submergence for intake in a stratified fluid medium

Fikret Kocabaş, Özgür Kişi, Mehmet Ardiçlioğlu, 2009 .

Daily pan evaporation modelling using multi‐layer perceptrons and radial basis neural networks

Ozgur Kisi, Ö. Kisi, 2009 .

Application of novel data mining algorithms in prediction of discharge and end depth in trapezoidal sections

Özgür Kisi, Zaher Mundher Yaseen, Mohammad Reza Nikpour, 2020, Computers and Electronics in Agriculture.

Independent testing for assessing the calibration of the Hargreaves-Samani equation: New heuristic alternatives for Iran

Özgür Kisi, Jalal Shiri, Pau Martí, 2015, Comput. Electron. Agric..

Estimation of total sediment load concentration obtained by experimental study using artificial neural networks

Özgür Kişi, Emrah Doğan, Ö. Kisi, 2007 .

Performance of radial basis and LM-feed forward artificial neural networks for predicting daily watershed runoff

Özgür Kisi, Taher Rajaee, Mohammad Zounemat-Kermani, 2013, Appl. Soft Comput..

Estimation of dissolved oxygen by using neural networks and neuro fuzzy computing techniques

Özgür Kişi, Murat Ay, Ö. Kisi, 2017 .

Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory

Ozgur Kisi, Ahmed El-Shafie, Meysam Alizamir, 2021, Neural Comput. Appl..

Applicability of a Fuzzy Genetic System for Crack Diagnosis in Timoshenko Beams

Ozgur Kisi, Kamil Aydin, Ö. Kisi, 2015, J. Comput. Civ. Eng..

Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks

Ö. Kisi, K. Aydin, 2014, Neural Computing and Applications.

Modeling monthly evaporation using two different neural computing techniques

Özgür Kişi, Ö. Kisi, 2009, Irrigation Science.

Neural networks for estimation of discharge capacity of triangular labyrinth side-weir located on a straight channel

Özgür Kisi, M. Emin Emiroglu, Omer Bilhan, 2011, Expert Syst. Appl..

Use of artificial neural networks for prediction of discharge coefficient of triangular labyrinth side weir in curved channels

Özgür Kisi, M. Emin Emiroglu, Omer Bilhan, 2011, Adv. Eng. Softw..

A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method

Özgür Kisi, Behrooz Keshtegar, Jamshid Piri, 2016, Comput. Electron. Agric..

Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models

Ozgur Kisi, Ahmed El-Shafie, Hamid Darabi, 2021, Soft Computing.

Flow prediction by three back propagation techniques using k-fold partitioning of neural network training data

Ozgur Kisi, H. K. Cigizoglu, H. Kerem Cigizoglu, 2005 .

Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods

Özgür Kisi, Sungwon Kim, Jalal Shiri, 2020, Neural Processing Letters.

A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm

Özgür Kisi, Shervin Motamedi, Shahaboddin Shamshirband, 2015, Appl. Math. Comput..

Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches

Özgür Kisi, Saeed Samadianfard, Mohammad Taghi Sattari, 2014, Appl. Artif. Intell..

Estimation of Suspended Sediment Yield in Natural Rivers Using Machine-coded Linear Genetic Programming

Aytac Guven, Özgür Kişi, Ö. Kisi, 2011 .

Spatial evaluation of climate change-induced drought characteristics in different climates based on De Martonne Aridity Index in Iran

Ö. Kisi, A. Adib, Morteza Lotfirad, 2023, Applied Water Science.

Hybrid artificial intelligence models for predicting daily runoff

Anurag Malik, Yazid Tikhamarine, Doudja Souag-Gamane, 2021, Advances in Streamflow Forecasting.

Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel

Özgür Kisi, M. Emin Emiroglu, Omer Bilhan, 2010, Adv. Eng. Softw..