Mehdi Jamei

27 papers Journal 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
A reliable deep ensemble hybrid model for urban air quality health index forecasting in maritime Canada.
Environ. Model. Softw.
Mehdi Jamei, Gurjit S. Randhawa, Mumtaz Ali, Masoud Karbasi, Ismail Olumegbon, Saad Javed Cheema, Travis J. Esau, Qamar Uz Zaman, Aitazaz Ahsan Farooque
2026 J jnl
A robust artificial intelligence informed over complete rational dilation wavelet transform technique coupled with deep learning for long-term rainfall prediction.
Eng. Appl. Artif. Intell.
Mohammed Diykh, Mumtaz Ali, Aitazaz Ahsan Farooque, Anwar Ali Aldhafeeri, Mehdi Jamei, Abdulhaleem H. Labban
2025 J jnl
Advancing long-term precipitation pattern forecasting in Atlantic Canada using successive variational mode decomposition, recursive LSTM, and graph-based feature selection.
Ecol. Informatics
Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan Farooque, Saad Javed Cheema, Gurjit S. Randhawa, Syed Zubair Habib Gilani, Zaher Mundher Yaseen
2025 J jnl
Assessment of pan coefficient performance: A comparative study of empirical and model-driven approaches using a hill-climbing-based alternating model tree and MOORA.
Ecol. Informatics
Saad Javed Cheema, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Farhat Abbas, Suqi Liu, Travis J. Esau, Kuljeet Singh Grewal
2025 J jnl
Meticulous estimation of maize actual evapotranspiration: A comprehensive explainable CatBoost algorithm reinforced with Jackknife uncertainty paradigm.
Comput. Electron. Agric.
Mina Rahimi, Masoud Karbasi, Mehdi Jamei, Vahid Rezaverdinejad, Anurag Malik, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
2025 J jnl
eXplainable expert systems for potato tuber yield prediction in the Maritime provinces of Canada.
Comput. Electron. Agric.
Mehdi Jamei, Aitazaz Ahsan Farooque, Mumtaz Ali, Masoud Karbasi, Hassan Afzaal, Saad Javed Cheema, Qamar Uz Zaman, Kok Sin Woon, Paul Sheridan
2024 J jnl
Accurate monitoring of micronutrients in tilled potato soils of eastern Canada: Application of an eXplainable inspired-adaptive boosting framework coupled with SelectKbest.
Comput. Electron. Agric.
Mehdi Jamei, Mumtaz Ali, Hassan Afzaal, Masoud Karbasi, Anurag Malik, Aitazaz Ahsan Farooque, Zeeshan Haydar, Qamar Uz Zaman
2024 J jnl
Development of optimized machine learning models for predicting flat plate solar collectors thermal efficiency associated with Al2O3-water nanofluids.
Eng. Appl. Artif. Intell.
Omer A. Alawi, Haslinda Mohamed Kamar, Sinan Q. Salih, Sani Isah Abba, Waqar Ahmed, Raad Z. Homod, Mehdi Jamei, Shafik S. Shafik, Zaher Mundher Yaseen
2024 J jnl
Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data.
Comput. Electron. Agric.
Mohammed Diykh, Mumtaz Ali, Mehdi Jamei, Shahab A. Abdulla, Md Palash Uddin, Aitazaz Ahsan Farooque, Abdulhaleem H. Labban, Hussein Alabdally
2024 J jnl
Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting.
Eng. Appl. Artif. Intell.
Jinwook Lee, Sayed M. Bateni, Changhyun Jun, Essam Heggy, Mehdi Jamei, Dongkyun Kim, Hamidreza Ghafouri, Jonathan L. Deenik
2024 J jnl
Hybridized artificial intelligence models with nature-inspired algorithms for river flow modeling: A comprehensive review, assessment, and possible future research directions.
Eng. Appl. Artif. Intell.
Hai Tao, Sani Isah Abba, Ahmed M. Al-Areeq, Fredolin Tangang, Sandeep Samantaray, Abinash Sahoo, Hugo Valadares Siqueira, Saman Maroufpoor, Vahdettin Demir, Neeraj Dhanraj Bokde, Leonardo Goliatt, Mehdi Jamei, Iman Ahmadianfar, Suraj Kumar Bhagat, Bijay Halder, Tianli Guo, Daniel S. Helman, Mumtaz Ali, Sabaa Sattar, Zainab Al-Khafaji, Shamsuddin Shahid, Zaher Mundher Yaseen
2024 J jnl
Monthly sodium adsorption ratio forecasting in rivers using a dual interpretable glass-box complementary intelligent system: Hybridization of ensemble TVF-EMD-VMD, Boruta-SHAP, and eXplainable GPR.
Expert Syst. Appl.
Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Bakhtiar Karimi, Neshat Jahannemaei, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
2024 J jnl
Quantitative improvement of streamflow forecasting accuracy in the Atlantic zones of Canada based on hydro-meteorological signals: A multi-level advanced intelligent expert framework.
Ecol. Informatics
Mozhdeh Jamei, Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan Farooque, Anurag Malik, Saad Javed Cheema, Travis J. Esau, Zaher Mundher Yaseen
2024 J jnl
Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting.
Expert Syst. Appl.
Masoud Karbasi, Mumtaz Ali, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Saad Javed Cheema, Zaher Mundher Yaseen
2024 J jnl
Short-term drought Index forecasting for hot and semi-humid climate Regions: A novel empirical Fourier decomposition-based ensemble Deep-Random vector functional link strategy.
Comput. Electron. Agric.
Mehdi Jamei, Mumtaz Ali, Sayed M. Bateni, Changhyun Jun, Masoud Karbasi, Anurag Malik, Mozhdeh Jamei, Zaher Mundher Yaseen
2024 J jnl
Wind speed prediction and insight for generalized predictive modeling framework: a comparative study for different artificial intelligence models.
Neural Comput. Appl.
Suraj Kumar Bhagat, Tiyasha Tiyasha, A. H. Shather, Mehdi Jamei, Adarsh Kumar, Zainab Al-Khafaji, Leonardo Goliatt, Shafik S. Shafik, Omer A. Alawi, Zaher Mundher Yaseen
2023 J jnl
A high dimensional features-based cascaded forward neural network coupled with MVMD and Boruta-GBDT for multi-step ahead forecasting of surface soil moisture.
Eng. Appl. Artif. Intell.
Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Ekta Sharma, Mozhdeh Jamei, Xuefeng Chu, Zaher Mundher Yaseen
2023 J jnl
A novel global solar exposure forecasting model based on air temperature: Designing a new multi-processing ensemble deep learning paradigm.
Expert Syst. Appl.
Mehdi Jamei, Masoud Karbasi, Mumtaz Ali, Anurag Malik, Xuefeng Chu, Zaher Mundher Yaseen
2023 J jnl
Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach.
Eng. Appl. Artif. Intell.
Zihao Johnson Zheng, Mumtaz Ali, Mehdi Jamei, Yong Xiang, Masoud Karbasi, Zaher Mundher Yaseen, Aitazaz Ahsan Farooque
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
2022 J jnl
A novel boosting ensemble committee-based model for local scour depth around non-uniformly spaced pile groups.
Eng. Comput.
Iman Ahmadianfar, Mehdi Jamei, Masoud Karbasi, Ahmad Sharafati, Bahram Gharabaghi
2022 J jnl
Combined Terrestrial Evapotranspiration Index prediction using a hybrid artificial intelligence paradigm integrated with relief algorithm-based feature selection.
Comput. Electron. Agric.
Mehdi Jamei, Ahmed Elbeltagi, Saman Maroufpoor, Masoud Karbasi, Mozhdeh Jamei, Mohammadnabi Jalali, Negin Najafzadeh
2022 J jnl
Earth skin temperature long-term prediction using novel extended Kalman filter integrated with Artificial Intelligence models and information gain feature selection.
Sustain. Comput. Informatics Syst.
Mehdi Jamei, Masoud Karbasi, Omer A. Alawi, Haslinda Mohamed Kamar, Khaled Mohamed Khedher, Sani Isah Abba, Zaher Mundher Yaseen
2022 J jnl
Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer.
Comput. Electron. Agric.
Masoud Karbasi, Mehdi Jamei, Mumtaz Ali, Anurag Malik, Zaher Mundher Yaseen
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
Intelligent prediction of rock mass deformation modulus through three optimized cascaded forward neural network models.
Earth Sci. Informatics
Mahdi Hasanipanah, Mehdi Jamei, Ahmed Salih Mohammed, Menad Nait Amar, Hocine Ouaer, Khaled Mohamed Khedher
2021 J jnl
Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region.
IEEE Access
Neeraj Dhanraj Bokde, Zainab Hasan Ali, Maysam Th. Al-Hadidi, Aitazaz Ahsan Farooque, Mehdi Jamei, Ali Abdulridha Al Maliki, Beste Hamiye Beyaztas, Hossam Faris, Zaher Mundher Yaseen