Stavros Stavroyiannis

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 7

Top Topics

Stock Price Prediction

Gradient Vector

Recurrent Neural Network Model

Top Venues

Neural Comput. Appl.

Intell. Decis. Technol.

Publications

Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel G. Pintelas, Theodore Kotsilieris, Panayiotis E. Pintelas
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index. Evol. Syst. 13 (1) (2022)
Ioannis E. Livieris, Stavros Stavroyiannis, Lazaros Iliadis, Panagiotis E. Pintelas
Smoothing and stationarity enforcement framework for deep learning time-series forecasting. Neural Comput. Appl. 33 (20) (2021)
Ioannis E. Livieris, Emmanuel G. Pintelas, Niki Kiriakidou, Stavros Stavroyiannis
An Advanced Deep Learning Model for Short-Term Forecasting U.S. Natural Gas Price and Movement. AIAI Workshops (2020)
Emmanuel G. Pintelas, Ioannis E. Livieris, Stavros Stavroyiannis, Theodore Kotsilieris, Panayiotis E. Pintelas
Investigating the Problem of Cryptocurrency Price Prediction: A Deep Learning Approach. AIAI (2) (2020)
Ioannis E. Livieris, Emmanuel G. Pintelas, Stavros Stavroyiannis, Panayiotis E. Pintelas
Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series. Algorithms 13 (5) (2020)
Ioannis E. Livieris, Theodore Kotsilieris, Stavros Stavroyiannis, Panayiotis E. Pintelas
Forecasting stock price index movement using a constrained deep neural network training algorithm. Intell. Decis. Technol. 14 (3) (2020)
Ioannis E. Livieris, Stavros Stavroyiannis, Emmanuel G. Pintelas, Panayiotis E. Pintelas
A novel validation framework to enhance deep learning models in time-series forecasting. Neural Comput. Appl. 32 (23) (2020)
Stavros Stavroyiannis, T. E. Simos
A nonlinear explicit two-step fourth algebraic order method of order infinity for linear periodic initial value problems. Comput. Phys. Commun. 181 (8) (2010)