Constructing neural network sediment estimation models using a data-driven algorithm. - Özgür Kisi (Math. Comput. Simul., 2008)

Adaptive neuro-fuzzy computing technique for suspended sediment estimation. - Özgür Kisi; Tefaruk Haktanir; Mehmet Ardiclioglu; Ozgur Ozturk; Ekrem Yalcin; Salih Uludag (Adv. Eng. Softw., 2009)

Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel. - Omer Bilhan; M. Emin Emiroglu; Özgür Kisi (Adv. Eng. Softw., 2010)

Predicting discharge capacity of triangular labyrinth side weir located on a straight channel by using an adaptive neuro-fuzzy technique. - M. Emin Emiroglu; Özgür Kisi; Omer Bilhan (Adv. Eng. Softw., 2010)

A machine code-based genetic programming for suspended sediment concentration estimation. - Özgür Kisi; Aytaç Güven (Adv. Eng. Softw., 2010)

Use of artificial neural networks for prediction of discharge coefficient of triangular labyrinth side weir in curved channels. - Omer Bilhan; M. Emin Emiroglu; Özgür Kisi (Adv. Eng. Softw., 2011)

Neural networks for estimation of discharge capacity of triangular labyrinth side-weir located on a straight channel. - M. Emin Emiroglu; Omer Bilhan; Özgür Kisi (Expert Syst. Appl., 2011)

Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations. - Jalal Shiri; Özgür Kisi (Comput. Geosci., 2011)

Precipitation forecasting by using wavelet-support vector machine conjunction model. - Özgür Kisi; Mesut Cimen (Eng. Appl. Artif. Intell., 2012)

Prediction of lateral outflow over triangular labyrinth side weirs under subcritical conditions using soft computing approaches. - Özgür Kisi; M. Emin Emiroglu; Omer Bilhan; Aytaç Güven (Expert Syst. Appl., 2012)

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 (Expert Syst. Appl., 2012)

River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques. - Özgür Kisi; Jalal Shiri (Comput. Geosci., 2012)

Forecasting daily lake levels using artificial intelligence approaches. - Özgür Kisi; Jalal Shiri; Bagher Nikoofar (Comput. Geosci., 2012)

Performance of radial basis and LM-feed forward artificial neural networks for predicting daily watershed runoff. - Mohammad Zounemat-Kermani; Özgür Kisi; Taher Rajaee (Appl. Soft Comput., 2013)

Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia. - Sepideh Karimi; Özgür Kisi; Jalal Shiri; Oleg Makarynskyy (Comput. Geosci., 2013)

Modeling rainfall-runoff process using soft computing techniques. - Özgür Kisi; Jalal Shiri; Mustafa Tombul (Comput. Geosci., 2013)

Predicting groundwater level fluctuations with meteorological effect implications - A comparative study among soft computing techniques. - Jalal Shiri; Özgür Kisi; Heesung Yoon; Kang-Kun Lee; Amir Hossein Nazemi (Comput. Geosci., 2013)

Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches. - Saeed Samadianfard; Mohammad Taghi Sattari; Özgür Kisi; Honeyeh Kazemi (Appl. Artif. Intell., 2014)

Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks. - Kamil Aydin; Özgür Kisi (Neural Comput. Appl., 2014)

A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm. - Özgür Kisi; Jalal Shiri; Sepideh Karimi; Shahaboddin Shamshirband; Shervin Motamedi; Dalibor Petkovic; Roslan Hashim (Appl. Math. Comput., 2015)

Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data. - Özgür Kisi; Hadi Sanikhani; Mohammad Zounemat-Kermani; Faegheh Niazi (Comput. Electron. Agric., 2015)

Independent testing for assessing the calibration of the Hargreaves-Samani equation: New heuristic alternatives for Iran. - Jalal Shiri; Ali Ashraf Sadraddini; Amir Hossein Nazemi; Pau Martí; Ahmad Fakheri Fard; Özgür Kisi; Gorka Landeras (Comput. Electron. Agric., 2015)

Applicability of a Fuzzy Genetic System for Crack Diagnosis in Timoshenko Beams. - Kamil Aydin; Özgür Kisi (J. Comput. Civ. Eng., 2015)

Importance of hybrid models for forecasting of hydrological variable. - Levent Latifoglu; Özgür Kisi; Fatma Latifoglu (Neural Comput. Appl., 2015)

A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method. - Behrooz Keshtegar; Jamshid Piri; Özgür Kisi (Comput. Electron. Agric., 2016)

Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree. - Özgür Kisi; Onur Genc; Semih Dinç; Mohammad Zounemat-Kermani (Comput. Electron. Agric., 2016)

Fast convergence optimization model for single and multi-purposes reservoirs using hybrid algorithm. - Mohammed Ehteram; Sayed-Farhad Mousavi; Hojat Karami; Saeed Farzin; Mohammad Emami; Faridah Binti Othman; Zahra Amini; Özgür Kisi; Ahmed El-Shafie 001 (Adv. Eng. Informatics, 2017)

Monthly pan-evaporation estimation in Indian central Himalayas using different heuristic approaches and climate based models. - Anurag Malik; Anil Kumar; Özgür Kisi (Comput. Electron. Agric., 2017)

Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GIS and geostatistics. - Atefeh Mir; Jamshid Piri; Özgür Kisi (Comput. Electron. Agric., 2017)

Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models. - Jalal Shiri; Ali Keshavarzi; Özgür Kisi; Ursula Iturrarán-Viveros; Ali Bagherzadeh; Seyed Rohollah Mousavi; Sepideh Karimi (Comput. Electron. Agric., 2017)

Using soil easily measured parameters for estimating soil water capacity: Soft computing approaches. - Jalal Shiri; Ali Keshavarzi; Özgür Kisi; Sepideh Karimi (Comput. Electron. Agric., 2017)

Pan evaporation modeling using four different heuristic approaches. - Lunche Wang; Zigeng Niu; Özgür Kisi; Chang'an Li; Deqing Yu (Comput. Electron. Agric., 2017)

Predicting river daily flow using wavelet-artificial neural networks based on regression analyses in comparison with artificial neural networks and support vector machine models. - Maryam Shafaei; Özgür Kisi (Neural Comput. Appl., 2017)

Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors. - Hadi Sanikhani; Ravinesh C. Deo; Pijush Samui; Özgür Kisi; Cihan Mert; Rasoul Mirabbasi; Siavash Gavili; Zaher Mundher Yaseen (Comput. Electron. Agric., 2018)

Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area. - Vijay Kumar Singh; Bhaskar Pratap Singh; Özgür Kisi; Denial Prakash Kushwaha (Comput. Electron. Agric., 2018)

Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques. - Iman Mansouri; Aliakbar Gholampour; Özgür Kisi; Togay Ozbakkaloglu (Neural Comput. Appl., 2018)

RM5Tree: Radial basis M5 model tree for accurate structural reliability analysis. - Behrooz Keshtegar; Özgür Kisi (Reliab. Eng. Syst. Saf., 2018)

Optimization of energy management and conversion in the water systems based on evolutionary algorithms. - Hojat Karami; Mohammed Ehteram; Sayed-Farhad Mousavi; Saeed Farzin; Özgür Kisi; Ahmed El-Shafie 001 (Neural Comput. Appl., 2019)

Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models. - Rasoul Mirabbasi; Özgür Kisi; Hadi Sanikhani; Sarita Gajbhiye Meshram (Neural Comput. Appl., 2019)

Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes. - Pouya Aghelpour; Hadigheh Bahrami-Pichaghchi; Özgür Kisi (Comput. Electron. Agric., 2020)

Application of novel data mining algorithms in prediction of discharge and end depth in trapezoidal sections. - Payam Khosravinia; Mohammad Reza Nikpour; Özgür Kisi; Zaher Mundher Yaseen (Comput. Electron. Agric., 2020)

Reference Evapotranspiration Modeling Using New Heuristic Methods. - Rana Muhammad Adnan; Zhihuan Chen; Xiaohui Yuan; Özgür Kisi; Ahmed El-Shafie 001; Alban Kuriqi; Misbah Ikram (Entropy, 2020)

A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods. - Pouya Aghelpour; Babak Mohammadi; Seyed Mostafa Biazar; Özgür Kisi; Zohreh Sourmirinezhad (ISPRS Int. J. Geo Inf., 2020)

Evaluation of mechanical properties of concretes containing coarse recycled concrete aggregates using multivariate adaptive regression splines (MARS), M5 model tree (M5Tree), and least squares support vector regression (LSSVR) models. - Aliakbar Gholampour; Iman Mansouri; Özgür Kisi; Togay Ozbakkaloglu (Neural Comput. Appl., 2020)

Fuzzy c-means and K-means clustering with genetic algorithm for identification of homogeneous regions of groundwater quality. - Omolbani Mohammadrezapour; Özgür Kisi; Fariba Pourahmad (Neural Comput. Appl., 2020)

A new wavelet conjunction approach for estimation of relative humidity: wavelet principal component analysis combined with ANN. - Maryam Bayat Varkeshi; Kourosh Mohammadi; Özgür Kisi; Rojin Fasihi (Neural Comput. Appl., 2020)

Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods. - Özgür Kisi; Meysam Alizamir; Slavisa Trajkovic; Jalal Shiri; Sungwon Kim (Neural Process. Lett., 2020)

Using the MODIS Sensor for Snow Cover Modeling and the Assessment of Drought Effects on Snow Cover in a Mountainous Area. - Pouya Aghelpour; Yiqing Guan; Hadigheh Bahrami-Pichaghchi; Babak Mohammadi; Özgür Kisi; Danrong Zhang (Remote. Sens., 2020)

Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms. - Yamina Aoulmi; Nadir Marouf; Mohamed Amireche; Özgür Kisi; Raed M. Shubair; Behrooz Keshtegar (IEEE Access, 2021)

Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline. - Rana Muhammad Adnan; Payam Khosravinia; Bakhtiar Karimi; Özgür Kisi (Appl. Soft Comput., 2021)

A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. - Ali Najah Ahmed; To Van Lam; Nguyen Duy Hung; Nguyen Van Thieu; Özgür Kisi; Ahmed El-Shafie 001 (Appl. Soft Comput., 2021)

Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms. - Rana Muhammad Adnan; Reham R. Mostafa; Abu Reza Md. Towfiqul Islam; Özgür Kisi; Alban Kuriqi; Salim Heddam (Comput. Electron. Agric., 2021)

Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models. - Maryam Bayat Varkeshi; Suraj Kumar Bhagat; Kourosh Mohammadi; Özgür Kisi; M. Farahani; A. Hasani; Ravinesh C. Deo; Zaher Mundher Yaseen (Comput. Electron. Agric., 2021)

Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization. - Rana Muhammad Adnan; Reham R. Mostafa; Özgür Kisi; Zaher Mundher Yaseen; Shamsuddin Shahid; Mohammad Zounemat-Kermani (Knowl. Based Syst., 2021)

Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data. - Rana Muhammad Adnan; Zhongmin Liang; Kulwinder Singh Parmar; Kirti Soni; Özgür Kisi (Neural Comput. Appl., 2021)

Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models. - Hamid Darabi; Sedigheh Mohamadi; Zahra Karimidastenaei; Özgür Kisi; Mohammad Ehteram; Ahmed El-Shafie 001; Ali Torabi Haghighi (Soft Comput., 2021)

The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction. - Rana Muhammad Adnan; Ahmed A. Ewees; Kulwinder Singh Parmar; Zaher Mundher Yaseen; Shamsuddin Shahid; Özgür Kisi (Appl. Soft Comput., 2022)

Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory. - Alireza Docheshmeh Gorgij; Meysam Alizamir; Özgür Kisi; Ahmed El-Shafie 001 (Neural Comput. Appl., 2022)

Development of wavelet-based Kalman Online Sequential Extreme Learning Machine optimized with Boruta-Random Forest for drought index forecasting. - Mehdi Jamei; Iman Ahmadianfar; Masoud Karbasi; Anurag Malik; Özgür Kisi; Zaher Mundher Yaseen (Eng. Appl. Artif. Intell., 2023)

Streamflow prediction in mountainous region using new machine learning and data preprocessing methods: a case study. - Rana Muhammad Adnan; Barenya Bikash Hazarika; Deepak Gupta 004; Salim Heddam; Özgür Kisi (Neural Comput. Appl., 2023)

River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT. - Salim Heddam; Khaled Merabet; Salah Difi; Sungwon Kim; Mariusz Ptak; Mariusz Sojka; Mohammad Zounemat-Kermani; Özgür Kisi (Ecol. Informatics, 2023)

Optimization of reservoir operation by sine cosine algorithm: A case of study in Algeria. - Merouane Boudjerda; Bénina Touaibia; Mustapha Kamel Mihoubi; Özgür Kisi; Mohammad Ehteram; Ahmed El-Shafie 001 (Sustain. Comput. Informatics Syst., 2024)

Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms. - Mahdieh Jannatkhah; Rouhollah Davarpanah; Bahman Fakouri; Özgür Kisi (Earth Sci. Informatics, 2024)

Predictive modeling of daily precipitation occurrence using weather data of prior days in various climates. - Ghorban Mahtabi; Özgür Kisi; Saeed Mozaffari; Farshid Taran (Earth Sci. Informatics, 2024)

Groundwater level estimation using improved deep learning and soft computing methods. - Amin Mirboluki; Mojtaba Mehraein; Özgür Kisi; Alban Kuriqi; Reza Barati (Earth Sci. Informatics, 2024)

Qanat discharge prediction using a comparative analysis of machine learning methods. - Saeideh Samani; Meysam Vadiati; Ozgur Kisi; Leyla Ghasemi; Reza Farajzadeh (Earth Sci. Informatics, 2024)

Enhancing Streamflow Prediction Accuracy: A Comprehensive Analysis of Hybrid Neural Network Models with Runge-Kutta with Aquila Optimizer. - Rana Muhammad Adnan; Wang Mo; Ahmed A. Ewees; Salim Heddam; Özgür Kisi; Mohammad Zounemat-Kermani (Int. J. Comput. Intell. Syst., 2024)

Evaluating statistical and machine learning techniques for sugarcane yield forecasting in the tarai region of North India. - Anurag Satpathi; Neha Chand; Parul Setiya; Rajeev Ranjan; Ajeet Singh Nain; Dinesh Kumar Vishwakarma; Kashif Saleem; Ahmad J. Obaidullah; Krishna Kumar Yadav; Ozgur Kisi (Comput. Electron. Agric., 2025)

Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP). - Khaled Merabet; Fabio Di Nunno; Francesco Granata; Sungwon Kim; Rana Muhammad Adnan; Salim Heddam; Özgür Kisi; Mohammad Zounemat-Kermani (Earth Sci. Informatics, 2025)

Enhancing chlorophyll-a predictions using optimal machine learning models and field spectral reflectance. - Mona Allam; Lifu Zhang; Xuejian Sun; Ozgur Kisi; Nand Lal Kushwaha; Liu Yongxin; Massimo Menenti; Salim Heddam (Earth Sci. Informatics, 2025)

Predicting groundwater levels in coastal aquifers using deep learning models: a comparative study of sedimentary and metamorphic aquifers in nova scotia. - Saeideh Samani; Meysam Vadiati; Ozgur Kisi (Earth Sci. Informatics, 2025)

Evolution of ensemble machine learning approaches in water resources management: a review. - Moein Tosan; Vahid Nourani; Ozgur Kisi; Mehdi Dastourani (Earth Sci. Informatics, 2025)