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Mehdi Jamei
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2020 – today
- 2024
- [j21]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: 108479 (2024) - [j20]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: 108609 (2024) - [j19]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: 108964 (2024) - [j18]Hai Tao, Sani Isah Abba
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: 107559 (2024) - [j17]Omer A. Alawi
Development of optimized machine learning models for predicting flat plate solar collectors thermal efficiency associated with Al2O3-water nanofluids. Eng. Appl. Artif. Intell. 133: 108158 (2024) - [j16]Jinwook Lee
Hybrid machine learning system based on multivariate data decomposition and feature selection for improved multitemporal evapotranspiration forecasting. Eng. Appl. Artif. Intell. 135: 108744 (2024) - [j15]Mozhdeh Jamei, Mehdi Jamei, Mumtaz Ali, Masoud Karbasi, Aitazaz Ahsan 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: 102455 (2024) - [j14]Mehdi Jamei
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): 121512 (2024) - [j13]Masoud Karbasi
Robust drought forecasting in Eastern Canada: Leveraging EMD-TVF and ensemble deep RVFL for SPEI index forecasting. Expert Syst. Appl. 256: 124900 (2024) - [j12]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): 14119-14150 (2024) - 2023
- [j11]Mehdi Jamei, Iman Ahmadianfar, Masoud Karbasi
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) - [j10]Mehdi Jamei, Mumtaz Ali
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: 105895 (2023) - [j9]Zihao Johnson Zheng, Mumtaz Ali
Design data decomposition-based reference evapotranspiration forecasting model: A soft feature filter based deep learning driven approach. Eng. Appl. Artif. Intell. 121: 105984 (2023) - [j8]Mehdi Jamei
A novel global solar exposure forecasting model based on air temperature: Designing a new multi-processing ensemble deep learning paradigm. Expert Syst. Appl. 222: 119811 (2023) - 2022
- [j7]Mehdi Jamei, Ahmed Elbeltagi
Combined Terrestrial Evapotranspiration Index prediction using a hybrid artificial intelligence paradigm integrated with relief algorithm-based feature selection. Comput. Electron. Agric. 193: 106687 (2022) - [j6]Masoud Karbasi
Forecasting weekly reference evapotranspiration using Auto Encoder Decoder Bidirectional LSTM model hybridized with a Boruta-CatBoost input optimizer. Comput. Electron. Agric. 198: 107121 (2022) - [j5]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): 1659-1669 (2022) - [j4]Iman Ahmadianfar, Mehdi Jamei
A novel boosting ensemble committee-based model for local scour depth around non-uniformly spaced pile groups. Eng. Comput. 38(4): 3439-3461 (2022) - [j3]Hai Tao
Groundwater level prediction using machine learning models: A comprehensive review. Neurocomputing 489: 271-308 (2022) - [j2]Mehdi Jamei, Masoud Karbasi
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: 100721 (2022) - 2021
- [j1]Neeraj Dhanraj Bokde
Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region. IEEE Access 9: 53617-53635 (2021)
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