A nonlinear explicit two-step fourth algebraic order method of order infinity for linear periodic initial value problems. - Stavros Stavroyiannis; T. E. Simos (Comput. Phys. Commun., 2010)

An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement. - Ioannis E. Livieris; Emmanuel Pintelas; Niki Kiriakidou; Stavros Stavroyiannis (AIAI (Workshops), 2020)

Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach. - Emmanuel Pintelas; Ioannis E. Livieris; Stavros Stavroyiannis; Theodore Kotsilieris; Panayiotis E. Pintelas (AIAI (2), 2020)

Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series. - Ioannis E. Livieris; Emmanuel Pintelas; Stavros Stavroyiannis; Panayiotis E. Pintelas (Algorithms, 2020)

Forecasting stock price index movement using a constrained deep neural network training algorithm. - Ioannis E. Livieris; Theodore Kotsilieris; Stavros Stavroyiannis; Panayiotis E. Pintelas (Intell. Decis. Technol., 2020)

A novel validation framework to enhance deep learning models in time-series forecasting. - Ioannis E. Livieris; Stavros Stavroyiannis; Emmanuel Pintelas; Panayiotis E. Pintelas (Neural Comput. Appl., 2020)

Smoothing and stationarity enforcement framework for deep learning time-series forecasting. - Ioannis E. Livieris; Stavros Stavroyiannis; Lazaros Iliadis 001; Panagiotis E. Pintelas (Neural Comput. Appl., 2021)

A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index. - Ioannis E. Livieris; Stavros Stavroyiannis; Emmanuel Pintelas; Theodore Kotsilieris; Panayiotis E. Pintelas (Evol. Syst., 2022)