Seyed Matin Malakouti

The usage of 10-fold cross-validation and grid search to enhance ML methods performance in solar farm power generation prediction

Seyed Matin Malakouti, Mohammad Bagher Menhaj, Amir Abolfazl Suratgar · Cleaner Engineering and Technology · 2023 · 142 citations · Full text

Engineering, Energy Conversion, Photovoltaic Power Station +22

Heart disease classification based on ECG using machine learning models

Seyed Matin Malakouti · Biomedical Signal Processing and Control · 2023 · 98 citations

Data Classification, Electrophysiological Evaluation, Heart Failure +14

Predicting wind power generation using machine learning and CNN-LSTM approaches

Seyed Matin Malakouti, Amir Rikhtehgar Ghiasi, Amir Aminzadeh Ghavifekr et al. · Wind Engineering · 2022 · 76 citations

Engineering, Machine Learning, Data Science +12

Improving the prediction of wind speed and power production of SCADA system with ensemble method and 10-fold cross-validation

Seyed Matin Malakouti · Case Studies in Chemical and Environmental Engineering · 2023 · 76 citations · Full text

Utilizing time series data from 1961 to 2019 recorded around the world and machine learning to create a Global Temperature Change Prediction Model

Seyed Matin Malakouti · Case Studies in Chemical and Environmental Engineering · 2023 · 58 citations · Full text