| Predicting wind power generation using machine learning and CNN-LSTM approaches SM Malakouti, AR Ghiasi, AA Ghavifekr, P Emami Wind Engineering 46 (6), 1853-1869, 2022 | 36 | 2022 |
| Utilizing time series data from 1961 to 2019 recorded around the world and machine learning to create a Global Temperature Change Prediction Model SM Malakouti Case Studies in Chemical and Environmental Engineering 7, 100312, 2023 | 29 | 2023 |
| Heart disease classification based on ECG using machine learning models SM Malakouti Biomedical Signal Processing and Control 84, 104796, 2023 | 28 | 2023 |
| Use machine learning algorithms to predict turbine power generation to replace renewable energy with fossil fuels SM Malakouti Energy Exploration & Exploitation 41 (2), 836-857, 2023 | 22 | 2023 |
| The usage of 10-fold cross-validation and grid search to enhance ML methods performance in solar farm power generation prediction SM Malakouti, MB Menhaj, AA Suratgar Cleaner Engineering and Technology 15, 100664, 2023 | 18 | 2023 |
| Evaluation of the application of computational model machine learning methods to simulate wind speed in predicting the production capacity of the Swiss basel wind farm SM Malakouti, AR Ghiasi 2022 26th International Electrical Power Distribution Conference (EPDC), 31-36, 2022 | 18 | 2022 |
| Improving the prediction of wind speed and power production of SCADA system with ensemble method and 10-fold cross-validation SM Malakouti Case Studies in Chemical and Environmental Engineering 8, 100351, 2023 | 14 | 2023 |
| Estimating the output power and wind speed with ML methods: a case study in Texas SM Malakouti Case Studies in Chemical and Environmental Engineering 7, 100324, 2023 | 14 | 2023 |
| AERO2022-flying danger reduction for quadcopters by using machine learning to estimate current, voltage, and flight area SM Malakouti, AR Ghiasi, AA Ghavifekr e-Prime-Advances in Electrical Engineering, Electronics and Energy 2, 100084, 2022 | 12 | 2022 |
| Babysitting hyperparameter optimization and 10-fold-cross-validation to enhance the performance of ML methods in Predicting Wind Speed and Energy Generation SM Malakouti Intelligent Systems with Applications 19, 200248, 2023 | 9 | 2023 |
| Prediction of wind speed and power with LightGBM and grid search: case study based on Scada system in Turkey SM Malakouti International Journal of Energy Production and Management. 2023. Vol. 8. Iss …, 2023 | 5 | 2023 |
| discriminate primary gammas (signal) from the images of hadronic showers by cosmic rays in the upper atmosphere (background) with machine learning SM Malakouti Physica Scripta, 2023 | 5 | 2023 |
| Machine learning techniques for classifying dangerous asteroids SM Malakouti, MB Menhaj, AA Suratgar MethodsX 11, 102337, 2023 | 3 | 2023 |
| ML: Early Breast Cancer Diagnosis SM Malakouti, MB Menhaj, AA Suratgar Current Problems in Cancer: Case Reports 13, 100278, 2024 | 2 | 2024 |
| WITHDRAWN: Enhancing Cancer Detection Through DNA Sequences and Ensemble Method SM Malakouti, A Esfandiari, MB Menhaj, AA Suratgar, ... Intelligent Systems with Applications, 200371, 2024 | | 2024 |
Mohammad Bagher MenhajProfessor of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran在 aut.ac.ir 的电子邮件经过验证
Mohammad Bagher MenhajProfessor of Electrical Engineering, Amirkabir University of Technology, Tehran, Iran在 aut.ac.ir 的电子邮件经过验证
Amir Abolfazl SuratgarAmirkabir University of Technology在 aut.ac.ir 的电子邮件经过验证