Mehdi Jamei

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 21

Top Topics

Machine Learning

Forecasting Model

Air Temperature

Boosting Framework

Top Venues

Eng. Appl. Artif. Intell.

Comput. Electron. Agric.

Expert Syst. Appl.

Publications

Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Bakhtiar Karimi, Neshat Jahannemaei, Aitazaz Ahsan Farooque, Zaher Mundher Yaseen
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. 237 (Part B) (2024)
Mozhdeh Jamei, Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz A. Farooque, Anurag Malik, Saad Javed Cheema, Travis J. Esau, Zaher Mundher Yaseen
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 80 (2024)
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
Development of optimized machine learning models for predicting flat plate solar collectors thermal efficiency associated with Al2O3-water nanofluids. Eng. Appl. Artif. Intell. 133 (2024)
Mehdi Jamei, Mumtaz Ali, Hassan Afzaal, Masoud Karbasi, Anurag Malik, Aitazaz Ahsan Farooque, Zeeshan Haydar, Qamar U. Zaman
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. 216 (2024)
Masoud Karbasi, Mumtaz Ali, Aitazaz Ahsan Farooque, Mehdi Jamei, Khabat Khosravi, Saad Javed Cheema, Zaher Mundher Yaseen
Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting. Expert Syst. Appl. 256 (2024)
Mohammed Diykh, Mumtaz Ali, Mehdi Jamei, Shahab A. Abdulla, Md. Palash Uddin, Aitazaz Ahsan Farooque, Abdulhaleem H. Labban, Hussein Alabdally
Empirical curvelet transform based deep DenseNet model to predict NDVI using RGB drone imagery data. Comput. Electron. Agric. 221 (2024)
Jinwook Lee, Sayed M. Bateni, Changhyun Jun, Essam Heggy, Mehdi Jamei, Dongkyun Kim, Hamidreza Ghafouri, Jonathan L. Deenik
Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting. Eng. Appl. Artif. Intell. 135 (2024)
Mehdi Jamei, Mumtaz Ali, Sayed M. Bateni, Changhyun Jun, Masoud Karbasi, Anurag Malik, Mozhdeh Jamei, Zaher Mundher Yaseen
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. 217 (2024)
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
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. 129 (2024)
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
Wind speed prediction and insight for generalized predictive modeling framework: a comparative study for different artificial intelligence models. Neural Comput. Appl. 36 (23) (2024)
Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Ekta Sharma, Mozhdeh Jamei, Xuefeng Chu, Zaher Mundher Yaseen
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. 120 (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)
Zihao Zheng, Mumtaz Ali, Mehdi Jamei, Yong Xiang, Masoud Karbasi, Zaher Mundher Yaseen, Aitazaz Ahsan Farooque
Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach. Eng. Appl. Artif. Intell. 121 (2023)
Mehdi Jamei, Masoud Karbasi, Mumtaz Ali, Anurag Malik, Xuefeng Chu, Zaher Mundher Yaseen
A novel global solar exposure forecasting model based on air temperature: Designing a new multi-processing ensemble deep learning paradigm. Expert Syst. Appl. 222 (2023)
Masoud Karbasi, Mehdi Jamei, Mumtaz Ali, Anurag Malik, Zaher Mundher Yaseen
Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer. Comput. Electron. Agric. 198 (2022)
Mahdi Hasanipanah, Mehdi Jamei, Ahmed Salih Mohammed, Menad Nait Amar, Hocine Ouaer, Khaled Mohamed Khedher
Intelligent prediction of rock mass deformation modulus through three optimized cascaded forward neural network models. Earth Sci. Informatics 15 (3) (2022)
Mehdi Jamei, Ahmed Elbeltagi, Saman Maroufpoor, Masoud Karbasi, Mozhdeh Jamei, Mohammadnabi Jalali, Negin Najafzadeh
Combined Terrestrial Evapotranspiration Index prediction using a hybrid artificial intelligence paradigm integrated with relief algorithm-based feature selection. Comput. Electron. Agric. 193 (2022)
Iman Ahmadianfar, Mehdi Jamei, Masoud Karbasi, Ahmad Sharafati, Bahram Gharabaghi
A novel boosting ensemble committee-based model for local scour depth around non-uniformly spaced pile groups. Eng. Comput. 38 (4) (2022)
Mehdi Jamei, Masoud Karbasi, Omer A. Alawi, Haslinda Mohamed Kamar, Khaled Mohamed Khedher, S. I. Abba, Zaher Mundher Yaseen
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. 35 (2022)
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 W. 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
Groundwater level prediction using machine learning models: A comprehensive review. Neurocomputing 489 (2022)
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
Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region. IEEE Access 9 (2021)