Smoothing and stationarity enforcement framework for deep learning time-series forecasting[J] NEURAL COMPUTING & APPLICATIONS 2021(33) Livieris, Ioannis E. Stavroyiannis, Stavros Iliadis, Lazaros Pintelas, Panagiotis
A novel validation framework to enhance deep learning models in time-series forecasting[J] NEURAL COMPUTING & APPLICATIONS 2020 Livieris, Ioannis E. Stavroyiannis, Stavros Pintelas, Emmanuel Pintelas, Panagiotis
An Advanced CNN-LSTM Model for Cryptocurrency Forecasting[J] ELECTRONICS 2021(10) Livieris, Ioannis E. Kiriakidou, Niki Stavroyiannis, Stavros Pintelas, Panagiotis
A dropout weight-constrained recurrent neural network model for forecasting the price of major cryptocurrencies and CCi30 index[J] EVOLVING SYSTEMS 2021 Livieris, Ioannis E. Stavroyiannis, Stavros Pintelas, Emmanuel Kotsilieris, Theodore Pintelas, Panagiotis
