Mohammad Zounemat-Kermani

23 papers Journal 23
YearRankTypeTitle / Venue / Authors
2026 J jnl
Interpretable boosting algorithms for prediction and data imputation of River Sediment.
Appl. Soft Comput.
Mohammad Zounemat-Kermani, Marwan Kheimi
2026 J jnl
Multi-boosting and machine learning for soil substrate water content prediction.
Soft Comput.
Marwan Kheimi, Abdollah Ramezani-Charmahineh, Mohammad Zounemat-Kermani
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
Exploitation of the ensemble-based machine learning strategies to elevate the precision of CORDEX regional simulations in precipitation projection.
Earth Sci. Informatics
Alireza Ghaemi, Seyed Arman Hashemi Monfared, Abdolhamid Bahrpeyma, Peyman Mahmoudi, Mohammad Zounemat-Kermani
2023 J jnl
Numerical study on the performance of circular juvenile fish breeding ponds.
Comput. Electron. Agric.
Atefeh Moghbeli, Mohammad Bagher Rahnama, Nasrin Sayari, Mohammad Zounemat-Kermani
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
2022 J jnl
Groundwater level prediction using machine learning models: A comprehensive review.
Neurocomputing
Hai Tao, Mohammed Majeed Hameed, Haydar Abdulameer Marhoon, Mohammad Zounemat-Kermani, Salim Heddam, Sungwon Kim, Sadeq Oleiwi Sulaiman, Mou Leong Tan, Zulfaqar Sa'adi, Ali Danandeh Mehr, Mohammed Falah Allawi, Sani Isah Abba, Jasni Mohamad Zain, Mayadah Waheed Falah, Mehdi Jamei, Neeraj Dhanraj Bokde, Maryam Bayatvarkeshi, Mustafa Al-Mukhtar, Suraj Kumar Bhagat, Tiyasha Tiyasha, Khaled Mohamed Khedher, Nadhir Al-Ansari, Shamsuddin Shahid, Zaher Mundher Yaseen
2022 J jnl
Homonuclear Molecules Optimization (HMO) meta-heuristic algorithm.
Knowl. Based Syst.
Amin Mahdavi Meymand, Mohammad Zounemat-Kermani
2021 J jnl
A comprehensive survey on conventional and modern neural networks: application to river flow forecasting.
Earth Sci. Informatics
Mohammad Zounemat-Kermani, Amin Mahdavi Meymand, Reinhard Hinkelmann
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
Irrigation water infiltration modeling using machine learning.
Comput. Electron. Agric.
Sareh Sayari, Amin Mahdavi Meymand, Mohammad Zounemat-Kermani
2021 J jnl
Modelling daily soil temperature by hydro-meteorological data at different depths using a novel data-intelligence model: deep echo state network model.
Artif. Intell. Rev.
Meysam Alizamir, Sungwon Kim, Mohammad Zounemat-Kermani, Salim Heddam, Amin Hasanalipour Shahrabadi, Bahram Gharabaghi
2021 J jnl
Nature-inspired algorithms in sanitary engineering: modelling sediment transport in sewer pipes.
Soft Comput.
Mohammad Zounemat-Kermani, Amin Mahdavi Meymand, Reinhard Hinkelmann
2020 J jnl
A new integrated model of the group method of data handling and the firefly algorithm (GMDH-FA): application to aeration modelling on spillways.
Artif. Intell. Rev.
Amin Mahdavi Meymand, Mohammad Zounemat-Kermani
2020 J jnl
Ensemble data mining modeling in corrosion of concrete sewer: A comparative study of network-based (MLPNN & RBFNN) and tree-based (RF, CHAID, & CART) models.
Adv. Eng. Informatics
Mohammad Zounemat-Kermani, Dietmar Stephan, Matthias Barjenbruch, Reinhard Hinkelmann
2018 J jnl
Estimating incipient motion velocity of bed sediments using different data-driven methods.
Appl. Soft Comput.
Mohammad Zounemat-Kermani, Amin Mahdavi Meymand, Mina Ahmadipour
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
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
Principal Component Analysis (PCA) for estimating chlorophyll concentration using Forward and generalized Regression Neural Networks.
Appl. Artif. Intell.
Mohammad Zounemat-Kermani
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
2009 J jnl
Estimation of current-induced scour depth around pile groups using neural network and adaptive neuro-fuzzy inference system.
Appl. Soft Comput.
Mohammad Zounemat-Kermani, Ali Asghar Beheshti Shirazi, Behzad Ataie-Ashtiani, Saeed-Reza Sabbagh-Yazdi
2008 J jnl
Using adaptive neuro-fuzzy inference system for hydrological time series prediction.
Appl. Soft Comput.
Mohammad Zounemat-Kermani, Mohammad Teshnehlab