Ahmad Sharafati

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Regression Model

Support Vector Regression

Jensen Shannon Divergence

Top Venues

Earth Sci. Informatics

Comput. Electron. Agric.

Publications

Seyed Babak Haji Seyed Asadollah, Ahmad Sharafati, Mohammad Saeedi, Shamsuddin Shahid
Estimation of soil moisture from remote sensing products using an ensemble machine learning model: a case study of Lake Urmia Basin, Iran. Earth Sci. Informatics 17 (1) (2024)
Ashkan Noori, Seyed Hossein Mohajeri, Mojtaba Mehraein, Ahmad Sharafati
Lake total suspended matter retrieval by wind speed: A machine learning model trained by time-series satellite imagery. Ecol. Informatics 81 (2024)
Ali Ghozat, Ahmad Sharafati, Seyed Babak Haji Seyed Asadollah, Davide Motta
A novel intelligent approach for predicting meteorological drought based on satellite-based precipitation product: Application of an EMD-DFA-DBN hybrid model. Comput. Electron. Agric. 211 (2023)
Reza Farzad, Farshad Ahmadi, Ahmad Sharafati, Seyed Abbas Hosseini
Investigating hybrid deep learning models and meta-heuristic algorithms in predicting evaporation from a reservoir: a case study of Dez dam. Earth Sci. Informatics 16 (4) (2023)
Siyamak Doroudi, Ahmad Sharafati, Seyed Hossein Mohajeri
MOOTLBO: a new multi-objective observer-teacher-learner-based optimization. Soft Comput. 27 (20) (2023)
Seyed Babak Haji Seyed Asadollah, Ahmad Sharafati, Masoud Haghbin, Davide Motta, Mohamadreza Hosseinian Moghadam Noghani
Correction: An intelligent approach for estimating aeration efficiency in stepped cascades: optimized support vector regression models and mutual information theory. Soft Comput. 26 (22) (2022)
Seyed Babak Haji Seyed Asadollah, Ahmad Sharafati, Masoud Haghbin, Davide Motta, Mohamadreza Hosseinian Moghadam Noghani
An intelligent approach for estimating aeration efficiency in stepped cascades: optimized support vector regression models and mutual information theory. Soft Comput. 26 (24) (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)
Siyamak Doroudi, Ahmad Sharafati, Seyed Hossein Mohajeri
Estimation of Daily Suspended Sediment Load Using a Novel Hybrid Support Vector Regression Model Incorporated with Observer-Teacher-Learner-Based Optimization Method. Complex. 2021 (2021)
Mohammed Majeed Hameed, Mohamed Khalid Alomar, Siti Fatin Mohd Razali, Mohammed Abd Kareem Khalaf, Wajdi Jaber Baniya, Ahmad Sharafati, Mohammed Abdulhakim AlSaadi
Application of Artificial Intelligence Models for Evapotranspiration Prediction along the Southern Coast of Turkey. Complex. 2021 (2021)
Masoud Haghbin, Ahmad Sharafati, Davide Motta
Prediction of channel sinuosity in perennial rivers using Bayesian Mutual Information theory and support vector regression coupled with meta-heuristic algorithms. Earth Sci. Informatics 14 (4) (2021)
Tao Hai, Ahmad Sharafati, Achite Mohammed, Sinan Q. Salih, Ravinesh C. Deo, Nadhir Al-Ansari, Zaher Mundher Yaseen
Global Solar Radiation Estimation and Climatic Variability Analysis Using Extreme Learning Machine Based Predictive Model. IEEE Access 8 (2020)