Reza Paki

Improving time series forecasting using LSTM and attention models

Hossein Abbasimehr, Reza Paki · Journal of Ambient Intelligence and Humanized Computing · 2021 · 264 citations

Forecasting Methodology, Engineering, Machine Learning +5

Prediction of COVID-19 confirmed cases combining deep learning methods and Bayesian optimization

Hossein Abbasimehr, Reza Paki · Chaos Solitons & Fractals · 2020 · 180 citations · Full text

Engineering, Machine Learning, Data Science +12

A novel approach based on combining deep learning models with statistical methods for COVID-19 time series forecasting

Hossein Abbasimehr, Reza Paki, Aram Bahrini · Neural Computing and Applications · 2021 · 62 citations · Full text

A novel XGBoost-based featurization approach to forecast renewable energy consumption with deep learning models

Hossein Abbasimehr, Reza Paki, Aram Bahrini · Sustainable Computing Informatics and Systems · 2023 · 56 citations

Engineering, Machine Learning, Data Science +9

Improving the performance of deep learning models using statistical features: The case study of COVID‐19 forecasting

Hossein Abbasimehr, Reza Paki, Aram Bahrini · Mathematical Methods in the Applied Sciences · 2021 · 24 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Engineering +17