Özgür Kisi - RankMe

67 papers Journal 67

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Predicting water quality variables using gradient boosting machine: global versus local explainability using SHapley Additive Explanations (SHAP). Earth Sci. Informatics Khaled Merabet, Fabio Di Nunno, Francesco Granata, Sungwon Kim, Rana Muhammad Adnan, Salim Heddam, Özgür Kisi, Mohammad Zounemat-Kermani
2024	J	`jnl`	Enhancing Streamflow Prediction Accuracy: A Comprehensive Analysis of Hybrid Neural Network Models with Runge-Kutta with Aquila Optimizer. Int. J. Comput. Intell. Syst. Rana Muhammad Adnan, Mo Wang, Ahmed A. Ewees, Salim Heddam, Özgür Kisi, Mohammad Zounemat-Kermani
2024	J	`jnl`	Evaluation of total dissolved solids in rivers by improved neuro fuzzy approaches using metaheuristic algorithms. Earth Sci. Informatics Mahdieh Jannatkhah, Rouhollah Davarpanah, Bahman Fakouri, Özgür Kisi
2024	J	`jnl`	Groundwater level estimation using improved deep learning and soft computing methods. Earth Sci. Informatics Amin Mirboluki, Mojtaba Mehraein, Özgür Kisi, Alban Kuriqi, Reza Barati
2024	J	`jnl`	Optimization of reservoir operation by sine cosine algorithm: A case of study in Algeria. Sustain. Comput. Informatics Syst. Merouane Boudjerda, Bénina Touaibia, Mustapha Kamel Mihoubi, Özgür Kisi, Mohammad Ehteram, Ahmed El-Shafie
2024	J	`jnl`	Predictive modeling of daily precipitation occurrence using weather data of prior days in various climates. Earth Sci. Informatics Ghorban Mahtabi, Özgür Kisi, Saeed Mozaffari, Farshid Taran
2023	J	`jnl`	Development of wavelet-based Kalman Online Sequential Extreme Learning Machine optimized with Boruta-Random Forest for drought index forecasting. Eng. Appl. Artif. Intell. Mehdi Jamei, Iman Ahmadianfar, Masoud Karbasi, Anurag Malik, Özgür Kisi, Zaher Mundher Yaseen
2023	J	`jnl`	River water temperature prediction using hybrid machine learning coupled signal decomposition: EWT versus MODWT. Ecol. Informatics Salim Heddam, Khaled Merabet, Salah Difi, Sungwon Kim, Mariusz Ptak, Mariusz Sojka, Mohammad Zounemat-Kermani, Özgür Kisi
2023	J	`jnl`	Streamflow prediction in mountainous region using new machine learning and data preprocessing methods: a case study. Neural Comput. Appl. Rana Muhammad Adnan, Barenya Bikash Hazarika, Deepak Gupta, Salim Heddam, Özgür Kisi
2022	J	`jnl`	Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory. Neural Comput. Appl. Alireza Docheshmeh Gorgij, Meysam Alizamir, Özgür Kisi, Ahmed El-Shafie
2022	J	`jnl`	The viability of extended marine predators algorithm-based artificial neural networks for streamflow prediction. Appl. Soft Comput. Rana Muhammad Adnan, Ahmed A. Ewees, Kulwinder Singh Parmar, Zaher Mundher Yaseen, Shamsuddin Shahid, Özgür Kisi
2021	J	`jnl`	A comprehensive comparison of recent developed meta-heuristic algorithms for streamflow time series forecasting problem. Appl. Soft Comput. Ali Najah Ahmed, To Van Lam, Nguyen Duy Hung, Nguyen Van Thieu, Özgür Kisi, Ahmed El-Shafie
2021	J	`jnl`	Estimating reference evapotranspiration using hybrid adaptive fuzzy inferencing coupled with heuristic algorithms. Comput. Electron. Agric. Rana Muhammad Adnan, Reham R. Mostafa, Abu Reza Md. Towfiqul Islam, Özgür Kisi, Alban Kuriqi, Salim Heddam
2021	J	`jnl`	Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms. IEEE Access Yamina Aoulmi, Nadir Marouf, Mohamed Amireche, Özgür Kisi, Raed M. Shubair, Behrooz Keshtegar
2021	J	`jnl`	Improving streamflow prediction using a new hybrid ELM model combined with hybrid particle swarm optimization and grey wolf optimization. Knowl. Based Syst. Rana Muhammad Adnan, Reham R. Mostafa, Özgür Kisi, Zaher Mundher Yaseen, Shamsuddin Shahid, Mohammad Zounemat-Kermani
2021	J	`jnl`	Modeling monthly streamflow in mountainous basin by MARS, GMDH-NN and DENFIS using hydroclimatic data. Neural Comput. Appl. Rana Muhammad Adnan, Zhongmin Liang, Kulwinder Singh Parmar, Kirti Soni, Özgür Kisi
2021	J	`jnl`	Modeling soil temperature using air temperature features in diverse climatic conditions with complementary machine learning models. Comput. Electron. Agric. Maryam Bayat Varkeshi, Suraj Kumar Bhagat, Kourosh Mohammadi, Özgür Kisi, M. Farahani, A. Hasani, Ravinesh C. Deo, Zaher Mundher Yaseen
2021	J	`jnl`	Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models. Soft Comput. Hamid Darabi, Sedigheh Mohamadi, Zahra Karimidastenaei, Özgür Kisi, Mohammad Ehteram, Ahmed El-Shafie, Ali Torabi Haghighi
2021	J	`jnl`	Prediction of hydraulics performance in drain envelopes using Kmeans based multivariate adaptive regression spline. Appl. Soft Comput. Rana Muhammad Adnan, Payam Khosravinia, Bakhtiar Karimi, Özgür Kisi
2020	J	`jnl`	A Theoretical Approach for Forecasting Different Types of Drought Simultaneously, Using Entropy Theory and Machine-Learning Methods. ISPRS Int. J. Geo Inf. Pouya Aghelpour, Babak Mohammadi, Seyed Mostafa Biazar, Özgür Kisi, Zohreh Sourmirinezhad
2020	J	`jnl`	A new wavelet conjunction approach for estimation of relative humidity: wavelet principal component analysis combined with ANN. Neural Comput. Appl. Maryam Bayat Varkeshi, Kourosh Mohammadi, Özgür Kisi, Rojin Fasihi
2020	J	`jnl`	Application of novel data mining algorithms in prediction of discharge and end depth in trapezoidal sections. Comput. Electron. Agric. Payam Khosravinia, Mohammad Reza Nikpour, Özgür Kisi, Zaher Mundher Yaseen
2020	J	`jnl`	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. Pouya Aghelpour, Hadigheh Bahrami-Pichaghchi, Özgür Kisi
2020	J	`jnl`	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. Aliakbar Gholampour, Iman Mansouri, Özgür Kisi, Togay Ozbakkaloglu
2020	J	`jnl`	Fuzzy c-means and K-means clustering with genetic algorithm for identification of homogeneous regions of groundwater quality. Neural Comput. Appl. Omolbani Mohammadrezapour, Özgür Kisi, Fariba Pourahmad
2020	J	`jnl`	Reference Evapotranspiration Modeling Using New Heuristic Methods. Entropy Rana Muhammad Adnan, Zhihuan Chen, Xiaohui Yuan, Özgür Kisi, Ahmed El-Shafie, Alban Kuriqi, Misbah Ikram
2020	J	`jnl`	Solar Radiation Estimation in Mediterranean Climate by Weather Variables Using a Novel Bayesian Model Averaging and Machine Learning Methods. Neural Process. Lett. Özgür Kisi, Meysam Alizamir, Slavisa Trajkovic, Jalal Shiri, Sungwon Kim
2020	J	`jnl`	Using the MODIS Sensor for Snow Cover Modeling and the Assessment of Drought Effects on Snow Cover in a Mountainous Area. Remote. Sens. Pouya Aghelpour, Yiqing Guan, Hadigheh Bahrami-Pichaghchi, Babak Mohammadi, Özgür Kisi, Danrong Zhang
2019	J	`jnl`	Monthly long-term rainfall estimation in Central India using M5Tree, MARS, LSSVR, ANN and GEP models. Neural Comput. Appl. Rasoul Mirabbasi, Özgür Kisi, Hadi Sanikhani, Sarita Gajbhiye Meshram
2019	J	`jnl`	Optimization of energy management and conversion in the water systems based on evolutionary algorithms. Neural Comput. Appl. Hojat Karami, Mohammed Ehteram, Sayed-Farhad Mousavi, Saeed Farzin, Özgür Kisi, Ahmed El-Shafie
2018	J	`jnl`	Evaluation of peak and residual conditions of actively confined concrete using neuro-fuzzy and neural computing techniques. Neural Comput. Appl. Iman Mansouri, Aliakbar Gholampour, Özgür Kisi, Togay Ozbakkaloglu
2018	J	`jnl`	RM5Tree: Radial basis M5 model tree for accurate structural reliability analysis. Reliab. Eng. Syst. Saf. Behrooz Keshtegar, Özgür Kisi
2018	J	`jnl`	Spatial and multi-depth temporal soil temperature assessment by assimilating satellite imagery, artificial intelligence and regression based models in arid area. Comput. Electron. Agric. Vijay Kumar Singh, Bhaskar Pratap Singh, Özgür Kisi, Denial Prakash Kushwaha
2018	J	`jnl`	Survey of different data-intelligent modeling strategies for forecasting air temperature using geographic information as model predictors. Comput. Electron. Agric. Hadi Sanikhani, Ravinesh C. Deo, Pijush Samui, Özgür Kisi, Cihan Mert, Rasoul Mirabbasi, Siavash Gavili, Zaher Mundher Yaseen
2017	J	`jnl`	Fast convergence optimization model for single and multi-purposes reservoirs using hybrid algorithm. Adv. Eng. Informatics Mohammed Ehteram, Sayed-Farhad Mousavi, Hojat Karami, Saeed Farzin, Mohammad Emami, Faridah Binti Othman, Zahra Amini, Özgür Kisi, Ahmed El-Shafie
2017	J	`jnl`	Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models. Comput. Electron. Agric. Jalal Shiri, Ali Keshavarzi, Özgür Kisi, Ursula Iturrarán-Viveros, Ali Bagherzadeh, Seyed Rohollah Mousavi, Sepideh Karimi
2017	J	`jnl`	Monthly pan-evaporation estimation in Indian central Himalayas using different heuristic approaches and climate based models. Comput. Electron. Agric. Anurag Malik, Anil Kumar, Özgür Kisi
2017	J	`jnl`	Pan evaporation modeling using four different heuristic approaches. Comput. Electron. Agric. Lunche Wang, Zigeng Niu, Özgür Kisi, Chang'an Li, Deqing Yu
2017	J	`jnl`	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. Maryam Shafaei, Özgür Kisi
2017	J	`jnl`	Spatial monitoring and zoning water quality of Sistan River in the wet and dry years using GIS and geostatistics. Comput. Electron. Agric. Atefeh Mir, Jamshid Piri, Özgür Kisi
2017	J	`jnl`	Using soil easily measured parameters for estimating soil water capacity: Soft computing approaches. Comput. Electron. Agric. Jalal Shiri, Ali Keshavarzi, Özgür Kisi, Sepideh Karimi
2016	J	`jnl`	A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method. Comput. Electron. Agric. Behrooz Keshtegar, Jamshid Piri, Özgür Kisi
2016	J	`jnl`	Daily pan evaporation modeling using chi-squared automatic interaction detector, neural networks, classification and regression tree. Comput. Electron. Agric. Özgür Kisi, Onur Genc, Semih Dinç, Mohammad Zounemat-Kermani
2015	J	`jnl`	A survey of water level fluctuation predicting in Urmia Lake using support vector machine with firefly algorithm. Appl. Math. Comput. Özgür Kisi, Jalal Shiri, Sepideh Karimi, Shahaboddin Shamshirband, Shervin Motamedi, Dalibor Petkovic, Roslan Hashim
2015	J	`jnl`	Applicability of a Fuzzy Genetic System for Crack Diagnosis in Timoshenko Beams. J. Comput. Civ. Eng. Kamil Aydin, Özgür Kisi
2015	J	`jnl`	Importance of hybrid models for forecasting of hydrological variable. Neural Comput. Appl. Levent Latifoglu, Özgür Kisi, Fatma Latifoglu
2015	J	`jnl`	Independent testing for assessing the calibration of the Hargreaves-Samani equation: New heuristic alternatives for Iran. Comput. Electron. Agric. Jalal Shiri, Ali Ashraf Sadraddini, Amir Hossein Nazemi, Pau Martí, Ahmad Fakheri Fard, Özgür Kisi, Gorka Landeras
2015	J	`jnl`	Long-term monthly evapotranspiration modeling by several data-driven methods without climatic data. Comput. Electron. Agric. Özgür Kisi, Hadi Sanikhani, Mohammad Zounemat-Kermani, Faegheh Niazi
2014	J	`jnl`	Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks. Neural Comput. Appl. Kamil Aydin, Özgür Kisi
2014	J	`jnl`	Determining Flow Friction Factor in Irrigation Pipes Using Data Mining and Artificial Intelligence Approaches. Appl. Artif. Intell. Saeed Samadianfard, Mohammad Taghi Sattari, Özgür Kisi, Honeyeh Kazemi
2013	J	`jnl`	Modeling rainfall-runoff process using soft computing techniques. Comput. Geosci. Özgür Kisi, Jalal Shiri, Mustafa Tombul
2013	J	`jnl`	Neuro-fuzzy and neural network techniques for forecasting sea level in Darwin Harbor, Australia. Comput. Geosci. Sepideh Karimi, Özgür Kisi, Jalal Shiri, Oleg Makarynskyy
2013	J	`jnl`	Performance of radial basis and LM-feed forward artificial neural networks for predicting daily watershed runoff. Appl. Soft Comput. Mohammad Zounemat-Kermani, Özgür Kisi, Taher Rajaee
2013	J	`jnl`	Predicting groundwater level fluctuations with meteorological effect implications - A comparative study among soft computing techniques. Comput. Geosci. Jalal Shiri, Özgür Kisi, Heesung Yoon, Kang-Kun Lee, Amir Hossein Nazemi
2012	J	`jnl`	Forecasting daily lake levels using artificial intelligence approaches. Comput. Geosci. Özgür Kisi, Jalal Shiri, Bagher Nikoofar
2012	J	`jnl`	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. Osman Sagdic, Ismet Ozturk, Özgür Kisi
2012	J	`jnl`	Precipitation forecasting by using wavelet-support vector machine conjunction model. Eng. Appl. Artif. Intell. Özgür Kisi, Mesut Cimen
2012	J	`jnl`	Prediction of lateral outflow over triangular labyrinth side weirs under subcritical conditions using soft computing approaches. Expert Syst. Appl. Özgür Kisi, M. Emin Emiroglu, Omer Bilhan, Aytaç Güven
2012	J	`jnl`	River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques. Comput. Geosci. Özgür Kisi, Jalal Shiri
2011	J	`jnl`	Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations. Comput. Geosci. Jalal Shiri, Özgür Kisi
2011	J	`jnl`	Neural networks for estimation of discharge capacity of triangular labyrinth side-weir located on a straight channel. Expert Syst. Appl. M. Emin Emiroglu, Omer Bilhan, Özgür Kisi
2011	J	`jnl`	Use of artificial neural networks for prediction of discharge coefficient of triangular labyrinth side weir in curved channels. Adv. Eng. Softw. Omer Bilhan, M. Emin Emiroglu, Özgür Kisi
2010	J	`jnl`	A machine code-based genetic programming for suspended sediment concentration estimation. Adv. Eng. Softw. Özgür Kisi, Aytaç Güven
2010	J	`jnl`	Application of two different neural network techniques to lateral outflow over rectangular side weirs located on a straight channel. Adv. Eng. Softw. Omer Bilhan, M. Emin Emiroglu, Özgür Kisi
2010	J	`jnl`	Predicting discharge capacity of triangular labyrinth side weir located on a straight channel by using an adaptive neuro-fuzzy technique. Adv. Eng. Softw. M. Emin Emiroglu, Özgür Kisi, Omer Bilhan
2009	J	`jnl`	Adaptive neuro-fuzzy computing technique for suspended sediment estimation. Adv. Eng. Softw. Özgür Kisi, Tefaruk Haktanir, Mehmet Ardiclioglu, Ozgur Ozturk, Ekrem Yalcin, Salih Uludag
2008	J	`jnl`	Constructing neural network sediment estimation models using a data-driven algorithm. Math. Comput. Simul. Özgür Kisi