Masoud Karbasi

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 15

Top Topics

Forecasting Model

Air Temperature

Information Gain

Top Venues

Comput. Electron. Agric.

Eng. Appl. Artif. Intell.

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)
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)
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)
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)
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)
Wei Gao, Masoud Karbasi, Ali Mahmodi Derakhsh, Ahmad Jalili
Development of a novel soft-computing framework for the simulation aims: a case study. Eng. Comput. 35 (1) (2019)
Wei Gao, Masoud Karbasi, Mahdi Hasanipanah, Xun Zhang, Jia Guo
Developing GPR model for forecasting the rock fragmentation in surface mines. Eng. Comput. 34 (2) (2018)