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Journal Articles
- 2024
[j66]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): 1501-1522 (2024)- [j65]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): 2381-2397 (2024) - [j64]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): 2587-2608 (2024) - [j63]Rana Muhammad Adnan, Wang Mo, Ahmed A. Ewees, Salim Heddam, Özgür Kisi, Mohammad Zounemat-Kermani
:
Enhancing Streamflow Prediction Accuracy: A Comprehensive Analysis of Hybrid Neural Network Models with Runge-Kutta with Aquila Optimizer. Int. J. Comput. Intell. Syst. 17(1): 293 (2024) - [j62]Merouane Boudjerda, Bénina Touaibia, Mustapha Kamel Mihoubi, Özgür Kisi, Mohammad Ehteram, Ahmed El-Shafie:
Optimization of reservoir operation by sine cosine algorithm: A case of study in Algeria. Sustain. Comput. Informatics Syst. 44: 101035 (2024) - 2023
- [j61]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): 105545 (2023) - [j60]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: 102376 (2023) - [j59]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): 9053-9070 (2023) - 2022
- [j58]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: 109739 (2022) - [j57]Alireza Docheshmeh Gorgij, Meysam Alizamir, Özgür Kisi, Ahmed El-Shafie:
Drought modelling by standard precipitation index (SPI) in a semi-arid climate using deep learning method: long short-term memory. Neural Comput. Appl. 34(3): 2425-2442 (2022) - 2021
- [j56]Yamina Aoulmi, Nadir Marouf, Mohamed Amireche, Özgür Kisi, Raed M. Shubair, Behrooz Keshtegar:
Highly Accurate Prediction Model for Daily Runoff in Semi-Arid Basin Exploiting Metaheuristic Learning Algorithms. IEEE Access 9: 92500-92515 (2021) - [j55]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: 107008 (2021) - [j54]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: 107282 (2021) - [j53]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: 106158 (2021) - [j52]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: 106541 (2021) - [j51]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: 107379 (2021) - [j50]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): 2853-2871 (2021) - [j49]Hamid Darabi, Sedigheh Mohamadi, Zahra Karimidastenaei, Özgür Kisi, Mohammad Ehteram, Ahmed El-Shafie, Ali Torabi Haghighi:
Prediction of daily suspended sediment load (SSL) using new optimization algorithms and soft computing models. Soft Comput. 25(11): 7609-7626 (2021) - 2020
- [j48]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: 105279 (2020) - [j47]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: 105283 (2020) - [j46]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): 547 (2020) - [j45]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): 701 (2020) - [j44]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): 295-308 (2020) - [j43]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): 3763-3775 (2020) - [j42]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): 4989-5000 (2020) - [j41]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): 2297-2318 (2020) - [j40]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): 3437 (2020) - 2019
- [j39]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): 5951-5964 (2019) - [j38]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): 6843-6862 (2019) - 2018
- [j37]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: 205-219 (2018) - [j36]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: 242-260 (2018) - [j35]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): 873-888 (2018) - [j34]Behrooz Keshtegar, Özgür Kisi:
RM5Tree: Radial basis M5 model tree for accurate structural reliability analysis. Reliab. Eng. Syst. Saf. 180: 49-61 (2018) - 2017
- [j33]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: 287-298 (2017) - [j32]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: 38-50 (2017) - [j31]Jalal Shiri, Ali Keshavarzi, Özgür Kisi, Ursula Iturrarán-Viveros, Ali Bagherzadeh, Seyed Rohollah Mousavi, Sepideh Karimi:
Modeling soil cation exchange capacity using soil parameters: Assessing the heuristic models. Comput. Electron. Agric. 135: 242-251 (2017) - [j30]Lunche Wang, Zigeng Niu, Özgür Kisi, Chang'an Li, Deqing Yu:
Pan evaporation modeling using four different heuristic approaches. Comput. Electron. Agric. 140: 203-213 (2017) - [j29]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: 327-339 (2017) - [j28]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: 302-313 (2017) - [j27]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): 15-28 (2017) - 2016
- [j26]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: 112-117 (2016) - [j25]Behrooz Keshtegar, Jamshid Piri, Özgür Kisi:
A nonlinear mathematical modeling of daily pan evaporation based on conjugate gradient method. Comput. Electron. Agric. 127: 120-130 (2016) - 2015
- [j24]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: 731-743 (2015) - [j23]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: 66-77 (2015) - [j22]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: 70-80 (2015) - [j21]Kamil Aydin, Özgür Kisi:
Applicability of a Fuzzy Genetic System for Crack Diagnosis in Timoshenko Beams. J. Comput. Civ. Eng. 29(5) (2015) - [j20]Levent Latifoglu, Özgür Kisi, Fatma Latifoglu:
Importance of hybrid models for forecasting of hydrological variable. Neural Comput. Appl. 26(7): 1669-1680 (2015) - 2014
- [j19]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): 793-813 (2014) - [j18]Kamil Aydin, Özgür Kisi:
Damage detection in Timoshenko beam structures by multilayer perceptron and radial basis function networks. Neural Comput. Appl. 24(3-4): 583-597 (2014) - 2013
- [j17]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): 4633-4644 (2013) - [j16]Özgür Kisi, Jalal Shiri, Mustafa Tombul:
Modeling rainfall-runoff process using soft computing techniques. Comput. Geosci. 51: 108-117 (2013) - [j15]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: 50-59 (2013) - [j14]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: 32-44 (2013) - 2012
- [j13]Özgür Kisi, Mesut Cimen:
Precipitation forecasting by using wavelet-support vector machine conjunction model. Eng. Appl. Artif. Intell. 25(4): 783-792 (2012) - [j12]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): 3454-3460 (2012) - [j11]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): 6792-6798 (2012) - [j10]Özgür Kisi, Jalal Shiri, Bagher Nikoofar:
Forecasting daily lake levels using artificial intelligence approaches. Comput. Geosci. 41: 169-180 (2012) - [j9]Özgür Kisi, Jalal Shiri:
River suspended sediment estimation by climatic variables implication: Comparative study among soft computing techniques. Comput. Geosci. 43: 73-82 (2012) - 2011
- [j8]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): 208-214 (2011) - [j7]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): 867-874 (2011) - [j6]Jalal Shiri, Özgür Kisi:
Comparison of genetic programming with neuro-fuzzy systems for predicting short-term water table depth fluctuations. Comput. Geosci. 37(10): 1692-1701 (2011) - 2010
- [j5]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): 154-160 (2010) - [j4]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): 831-837 (2010) - [j3]Özgür Kisi, Aytaç Güven:
A machine code-based genetic programming for suspended sediment concentration estimation. Adv. Eng. Softw. 41(7-8): 939-945 (2010) - 2009
- [j2]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): 438-444 (2009) - 2008
- [j1]Özgür Kisi:
Constructing neural network sediment estimation models using a data-driven algorithm. Math. Comput. Simul. 79(1): 94-103 (2008)
Coauthor Index
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