Stavros Stavroyiannis

According to our database, Stavros Stavroyiannis authored at least 6 papers between 2010 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2020

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

Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel G. Pintelas, Panayiotis E. Pintelas

Neural Comput. Appl., 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

Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series.

Ioannis E. Livieris, Emmanuel G. Pintelas, Stavros Stavroyiannis, Panayiotis E. Pintelas

Algorithms, 2020

Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach.

Emmanuel G. Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, Panayiotis E. Pintelas

Proceedings of the Artificial Intelligence Applications and Innovations, 2020

An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement.

Ioannis E. Livieris, Emmanuel G. Pintelas, Niki Kiriakidou, Stavros Stavroyiannis

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops, 2020

2010

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