Özgür Kisi

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 37

Top Topics

Multivariate Adaptive Regression Splines

Top Venues

Comput. Electron. Agric.

Neural Comput. Appl.

Earth Sci. Informatics

Appl. Soft Comput.

Publications

Ghorban Mahtabi, Özgür Kisi, Saeed Mozaffari, Farshid Taran
Predictive modeling of daily precipitation occurrence using weather data of prior days in various climates. Earth Sci. Informatics 17 (3) (2024)
Amin Mirboluki, Mojtaba Mehraein, Özgür Kisi, Alban Kuriqi, Reza Barati
Groundwater level estimation using improved deep learning and soft computing methods. Earth Sci. Informatics 17 (3) (2024)
Mahdieh Jannatkhah, Rouhollah Davarpanah, Bahman Fakouri, Özgür Kisi
Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms. Earth Sci. Informatics 17 (2) (2024)
Rana Muhammad Adnan, Barenya Bikash Hazarika, Deepak Gupta, Salim Heddam, Özgür Kisi
Streamflow prediction in mountainous region using new machine learning and data preprocessing methods: a case study. Neural Comput. Appl. 35 (12) (2023)
Mehdi Jamei, Iman Ahmadianfar, Masoud Karbasi, Anurag Malik, Özgür Kisi, Zaher Mundher Yaseen
Development of wavelet-based Kalman Online Sequential Extreme Learning Machine optimized with Boruta-Random Forest for drought index forecasting. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Salim Heddam, Khaled Merabet, Salah Difi, Sungwon Kim, Mariusz Ptak, Mariusz Sojka, Mohammad Zounemat-Kermani, Özgür Kisi
River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT. Ecol. Informatics 78 (2023)
Rana Muhammad Adnan, Ahmed A. Ewees, Kulwinder Singh Parmar, Zaher Mundher Yaseen, Shamsuddin Shahid, Özgür Kisi
The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction. Appl. Soft Comput. 131 (2022)
Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam, Özgür Kisi, Alban Kuriqi, Salim Heddam
Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms. Comput. Electron. Agric. 191 (2021)
Rana Muhammad Adnan, Payam Khosravinia, Bakhtiar Karimi, Özgür Kisi
Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline. Appl. Soft Comput. 100 (2021)
Rana Muhammad Adnan, Zhongmin Liang, Kulwinder Singh Parmar, Kirti Soni, Özgür Kisi
Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data. Neural Comput. Appl. 33 (7) (2021)
Maryam Bayat Varkeshi, Suraj Kumar Bhagat, Kourosh Mohammadi, Özgür Kisi, M. Farahani, A. Hasani, Ravinesh C. Deo, Zaher Mundher Yaseen
Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models. Comput. Electron. Agric. 185 (2021)
Ali Najah Ahmed, To Van Lam, Nguyen Duy Hung, Nguyen Van Thieu, Özgür Kisi, Ahmed El-Shafie
A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. Appl. Soft Comput. 105 (2021)
Rana Muhammad Adnan, Reham R. Mostafa, Özgür Kisi, Zaher Mundher Yaseen, Shamsuddin Shahid, Mohammad Zounemat-Kermani
Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization. Knowl. Based Syst. 230 (2021)
Özgür Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim
Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods. Neural Process. Lett. 52 (3) (2020)
Payam Khosravinia, Mohammad Reza Nikpour, Özgür Kisi, Zaher Mundher Yaseen
Application of novel data mining algorithms in prediction of discharge and end depth in trapezoidal sections. Comput. Electron. Agric. 170 (2020)
Pouya Aghelpour, Babak Mohammadi, Seyed Mostafa Biazar, Özgür Kisi, Zohreh Sourmirinezhad
A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods. ISPRS Int. J. Geo Inf. 9 (12) (2020)
Pouya Aghelpour, Hadigheh Bahrami-Pichaghchi, Özgür Kisi
Comparison of three different bio-inspired algorithms to improve ability of neuro fuzzy approach in prediction of agricultural drought, based on three different indexes. Comput. Electron. Agric. 170 (2020)
Aliakbar Gholampour, Iman Mansouri, Özgür Kisi, Togay Ozbakkaloglu
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. Neural Comput. Appl. 32 (1) (2020)
Rana Muhammad Adnan, Zhihuan Chen, Xiaohui Yuan, Özgür Kisi, Ahmed El-Shafie, Alban Kuriqi, Misbah Ikram
Reference Evapotranspiration Modeling Using New Heuristic Methods. Entropy 22 (5) (2020)
Pouya Aghelpour, Yiqing Guan, Hadigheh Bahrami-Pichaghchi, Babak Mohammadi, Özgür Kisi, Danrong Zhang
Using the MODIS Sensor for Snow Cover Modeling and the Assessment of Drought Effects on Snow Cover in a Mountainous Area. Remote. Sens. 12 (20) (2020)
Omolbani Mohammadrezapour, Özgür Kisi, Fariba Pourahmad
Fuzzy c-means and K-means clustering with genetic algorithm for identification of homogeneous regions of groundwater quality. Neural Comput. Appl. 32 (8) (2020)
Maryam Bayat Varkeshi, Kourosh Mohammadi, Özgür Kisi, Rojin Fasihi
A new wavelet conjunction approach for estimation of relative humidity: wavelet principal component analysis combined with ANN. Neural Comput. Appl. 32 (9) (2020)
Rasoul Mirabbasi, Özgür Kisi, Hadi Sanikhani, Sarita Gajbhiye Meshram
Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models. Neural Comput. Appl. 31 (10) (2019)
Hojat Karami, Mohammed Ehteram, Sayed-Farhad Mousavi, Saeed Farzin, Özgür Kisi, Ahmed El-Shafie
Optimization of energy management and conversion in the water systems based on evolutionary algorithms. Neural Comput. Appl. 31 (10) (2019)
Vijay Kumar Singh, Bhaskar Pratap Singh, Özgür Kisi, Denial Prakash Kushwaha
Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area. Comput. Electron. Agric. 150 (2018)
Behrooz Keshtegar, Özgür Kisi
RM5Tree: Radial basis M5 model tree for accurate structural reliability analysis. Reliab. Eng. Syst. Saf. 180 (2018)
Hadi Sanikhani, Ravinesh C. Deo, Pijush Samui, Özgür Kisi, Cihan Mert, Rasoul Mirabbasi, Siavash Gavili, Zaher Mundher Yaseen
Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors. Comput. Electron. Agric. 152 (2018)
Iman Mansouri, Aliakbar Gholampour, Özgür Kisi, Togay Ozbakkaloglu
Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques. Neural Comput. Appl. 29 (3) (2018)
Jalal Shiri, Ali Keshavarzi, Özgür Kisi, Ursula Iturrarán-Viveros, Ali Bagherzadeh, Rouhollah Mousavi, Sepideh Karimi
Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models. Comput. Electron. Agric. 135 (2017)
Jalal Shiri, Ali Keshavarzi, Özgür Kisi, Sepideh Karimi
Using soil easily measured parameters for estimating soil water capacity: Soft computing approaches. Comput. Electron. Agric. 141 (2017)
Mohammed Ehteram, Sayed-Farhad Mousavi, Hojat Karami, Saeed Farzin, Mohammad Emami, Faridah Binti Othman, Zahra Amini, Özgür Kisi, Ahmed El-Shafie
Fast convergence optimization model for single and multi-purposes reservoirs using hybrid algorithm. Adv. Eng. Informatics 32 (2017)
Anurag Malik, Anil Kumar, Özgür Kisi
Monthly pan-evaporation estimation in Indian central Himalayas using different heuristic approaches and climate based models. Comput. Electron. Agric. 143 (2017)
Atefeh Mir, Jamshid Piri, Özgür Kisi
Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GIS and geostatistics. Comput. Electron. Agric. 135 (2017)
Lunche Wang, Zigeng Niu, Özgür Kisi, Chang'an Li, Deqing Yu
Pan evaporation modeling using four different heuristic approaches. Comput. Electron. Agric. 140 (2017)
Maryam Shafaei, Özgür Kisi
Predicting river daily flow using wavelet-artificial neural networks based on regression analyses in comparison with artificial neural networks and support vector machine models. Neural Comput. Appl. 28 (S-1) (2017)
Behrooz Keshtegar, Jamshid Piri, Özgür Kisi
A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method. Comput. Electron. Agric. 127 (2016)
Özgür Kisi, Onur Genc, Semih Dinç, Mohammad Zounemat-Kermani
Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree. Comput. Electron. Agric. 122 (2016)
Jalal Shiri, Ali Ashraf Sadraddini, Amir Hossein Nazemi, Pau Martí, Ahmad Fakheri Fard, Özgür Kisi, Gorka Landeras
Independent testing for assessing the calibration of the Hargreaves-Samani equation: New heuristic alternatives for Iran. Comput. Electron. Agric. 117 (2015)
Özgür Kisi, Hadi Sanikhani, Mohammad Zounemat-Kermani, Faegheh Niazi
Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data. Comput. Electron. Agric. 115 (2015)
Kamil Aydin, Özgür Kisi
Applicability of a Fuzzy Genetic System for Crack Diagnosis in Timoshenko Beams. J. Comput. Civ. Eng. 29 (5) (2015)
Levent Latifoglu, Özgür Kisi, Fatma Latifoglu
Importance of hybrid models for forecasting of hydrological variable. Neural Comput. Appl. 26 (7) (2015)
Özgür Kisi, Jalal Shiri, Sepideh Karimi, Shahaboddin Shamshirband, Shervin Motamedi, Dalibor Petkovic, Roslan Hashim
A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm. Appl. Math. Comput. 270 (2015)
Saeed Samadianfard, Mohammad Taghi Sattari, Özgür Kisi, Honeyeh Kazemi
Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches. Appl. Artif. Intell. 28 (8) (2014)
Kamil Aydin, Özgür Kisi
Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks. Neural Comput. Appl. 24 (3-4) (2014)
Jalal Shiri, Özgür Kisi, Heesung Yoon, Kang-Kun Lee, Amir Hossein Nazemi
Predicting groundwater level fluctuations with meteorological effect implications - A comparative study among soft computing techniques. Comput. Geosci. 56 (2013)
Sepideh Karimi, Özgür Kisi, Jalal Shiri, Oleg Makarynskyy
Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia. Comput. Geosci. 52 (2013)
Mohammad Zounemat-Kermani, Özgür Kisi, Taher Rajaee
Performance of radial basis and LM-feed forward artificial neural networks for predicting daily watershed runoff. Appl. Soft Comput. 13 (12) (2013)
Özgür Kisi, Jalal Shiri, Mustafa Tombul
Modeling rainfall-runoff process using soft computing techniques. Comput. Geosci. 51 (2013)
Özgür Kisi, M. Emin Emiroglu, Omer Bilhan, Aytaç Güven
Prediction of lateral outflow over triangular labyrinth side weirs under subcritical conditions using soft computing approaches. Expert Syst. Appl. 39 (3) (2012)
Özgür Kisi, Mesut Cimen
Precipitation forecasting by using wavelet-support vector machine conjunction model. Eng. Appl. Artif. Intell. 25 (4) (2012)
Özgür Kisi, Jalal Shiri
River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques. Comput. Geosci. 43 (2012)
Osman Sagdic, Ismet Ozturk, Özgür Kisi
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. Expert Syst. Appl. 39 (8) (2012)
Özgür Kisi, Jalal Shiri, Bagher Nikoofar
Forecasting daily lake levels using artificial intelligence approaches. Comput. Geosci. 41 (2012)
M. Emin Emiroglu, Omer Bilhan, Özgür Kisi
Neural networks for estimation of discharge capacity of triangular labyrinth side-weir located on a straight channel. Expert Syst. Appl. 38 (1) (2011)
Omer Bilhan, M. Emin Emiroglu, Özgür Kisi
Use of artificial neural networks for prediction of discharge coefficient of triangular labyrinth side weir in curved channels. Adv. Eng. Softw. 42 (4) (2011)
Jalal Shiri, Özgür Kisi
Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations. Comput. Geosci. 37 (10) (2011)
Omer Bilhan, M. Emin Emiroglu, Özgür Kisi
Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel. Adv. Eng. Softw. 41 (6) (2010)
M. Emin Emiroglu, Özgür Kisi, Omer Bilhan
Predicting discharge capacity of triangular labyrinth side weir located on a straight channel by using an adaptive neuro-fuzzy technique. Adv. Eng. Softw. 41 (2) (2010)
Özgür Kisi, Aytaç Güven
A machine code-based genetic programming for suspended sediment concentration estimation. Adv. Eng. Softw. 41 (7-8) (2010)
Özgür Kisi, Tefaruk Haktanir, Mehmet Ardiclioglu, Ozgur Ozturk, Ekrem Yalcin, Salih Uludag
Adaptive neuro-fuzzy computing technique for suspended sediment estimation. Adv. Eng. Softw. 40 (6) (2009)
Özgür Kisi
Constructing neural network sediment estimation models using a data-driven algorithm. Math. Comput. Simul. 79 (1) (2008)