Search Results - "Matin Malakouti, Seyed" :: K.UTB vyhledávací portál

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Use machine learning algorithms to predict turbine power generation to replace renewable energy with fossil fuels

by Malakouti, Seyed Matin
Published in Energy exploration & exploitation (01.03.2023)

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Heart disease classification based on ECG using machine learning models

by Matin Malakouti, Seyed
Published in Biomedical signal processing and control (01.07.2023)

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

by Malakouti, Seyed Matin
Published in Case studies in chemical and environmental engineering (01.06.2023)

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Estimating the output power and wind speed with ML methods: A case study in Texas

by Malakouti, Seyed Matin
Published in Case studies in chemical and environmental engineering (01.06.2023)

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

by Malakouti, Seyed Matin
Published in Case studies in chemical and environmental engineering (01.12.2023)

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Babysitting hyperparameter optimization and 10-fold-cross-validation to enhance the performance of ML methods in predicting wind speed and energy generation

by Malakouti, Seyed Matin
Published in Intelligent systems with applications (01.09.2023)

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

by Malakouti, Seyed Matin, Menhaj, Mohammad Bagher, Suratgar, Amir Abolfazl
Published in Cleaner Engineering and Technology (01.08.2023)

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Machine learning and transfer learning techniques for accurate brain tumor classification

by Matin Malakouti, Seyed, Bagher Menhaj, Mohammad, Abolfazl Suratgar, Amir
Published in Clinical ehealth (01.12.2024)

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Machine learning techniques for classifying dangerous asteroids

by Malakouti, Seyed Matin, Menhaj, Mohammad Bagher, Suratgar, Amir Abolfazl
Published in MethodsX (01.12.2023)

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ML: Early Breast Cancer Diagnosis

by Malakouti, Seyed Matin, Menhaj, Mohammad Bagher, Suratgar, Amir Abolfazl
Published in Current problems in cancer. Case reports (01.03.2024)

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Advanced techniques for wind energy production forecasting: Leveraging multi-layer Perceptron + Bayesian optimization, ensemble learning, and CNN-LSTM models

by Malakouti, Seyed Matin, Karimi, Farrokh, Abdollahi, Hamid, Menhaj, Mohammad Bagher, Suratgar, Amir Abolfazl, Moradi, Mohammad Hassan
Published in Case studies in chemical and environmental engineering (01.12.2024)

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AERO2022-flying danger reduction for quadcopters by using machine learning to estimate current, voltage, and flight area

by Malakouti, Seyed Matin, Ghiasi, Amir Rikhtehgar, Ghavifekr, Amir Aminzadeh
Published in e-Prime (2022)

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Discriminate primary gammas (signal) from the images of hadronic showers by cosmic rays in the upper atmosphere (background) with machine learning

by Malakouti, Seyed Matin
Published in Physica scripta (01.04.2023)

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Prediction of Wind Speed and Power with LightGBM and Grid Search: Case Study Based on Scada System in Turkey

by Malakouti, Seyed Matin
Published in International journal of energy production and management (31.03.2023)

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Prediction of wind speed and power with lightgbm and grid search: Case study based on SCADA system in Turkey

by Malakouti, Seyed Matin
Published in International journal of energy production and management (30.03.2023)

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WITHDRAWN: Enhancing Cancer Detection Through DNA Sequences and Ensemble Method

by Malakouti, Seyed Matin, Esfandiari, Arvin, Menhaj, Mohammad Bagher, Suratgar, Amir Abolfazl, Doustmohammadi, Ali
Published in Intelligent systems with applications (01.04.2024)

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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

by Malakouti, Seyed Matin, Ghiasi, Amir Rikhtehgar
Published in 2022 26th International Electrical Power Distribution Conference (EPDC) (11.05.2022)

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