Ioannis E. Livieris

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

An Advanced CNN-LSTM Model for Cryptocurrency Forecasting

Ioannis E. Livieris, Niki Kiriakidou, Stavros Stavroyiannis et al. · Electronics · 2021 · 173 citations · Full text

Engineering, Machine Learning, Cryptocurrency +19

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

Predicting Secondary School Students' Performance Utilizing a Semi-supervised Learning Approach

Ioannis E. Livieris, Vassilis Tampakas, Tassos A. Mikropoulos et al. · Journal of Educational Computing Research · 2018 · 91 citations

Engineering, Machine Learning, Education +24