Emmanuel Pintelas

A CNN–LSTM model for gold price time-series forecasting

Ioannis E. Livieris, Emmanuel Pintelas, Panagiotis Pintelas · Neural Computing and Applications · 2020 · 801 citations

Engineering, Data Science, Predictive Analytics +6

Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series

Ioannis E. Livieris, Emmanuel Pintelas, Stavros Stavroyiannis et al. · Algorithms · 2020 · 141 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +15

A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability

Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis Pintelas · Algorithms · 2020 · 136 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

A novel validation framework to enhance deep learning models in time-series forecasting

Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel Pintelas et al. · Neural Computing and Applications · 2020 · 76 citations

Novel Validation Framework, Forecasting Methodology, Engineering +8

Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction

Emmanuel Pintelas, Meletis Liaskos, Ioannis E. Livieris et al. · Journal of Imaging · 2020 · 68 citations · Full text