Forecasting Economy-Related Data Utilizing Weight-Constrained Recurrent Neural Networks

by Ioannis E. Livieris
Published 2019-04-01

Improving the Classification Efficiency of an ANN Utilizing a New Training Methodology

by Ioannis E. Livieris
Published 2018-12-01

Special Issue on Ensemble Learning and Applications

by Panagiotis Pintelas, Ioannis E. Livieris
Published 2020-06-01

A Grey-Box Ensemble Model Exploiting Black-Box Accuracy and White-Box Intrinsic Interpretability

by Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis Pintelas
Published 2020-01-01

An Advanced CNN-LSTM Model for Cryptocurrency Forecasting

by Ioannis E. Livieris, Niki Kiriakidou, Stavros Stavroyiannis, Panagiotis Pintelas
Published 2021-01-01

A Weighted Voting Ensemble Self-Labeled Algorithm for the Detection of Lung Abnormalities from X-Rays

by Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panagiotis Pintelas
Published 2019-03-01

An Alternating Sum of Fibonacci and Lucas Numbers of Order <i>k</i>

by Spiros D. Dafnis, Andreas N. Philippou, Ioannis E. Livieris
Published 2020-09-01

Ensemble Deep Learning Models for Forecasting Cryptocurrency Time-Series

by Ioannis E. Livieris, Emmanuel Pintelas, Stavros Stavroyiannis, Panagiotis Pintelas
Published 2020-05-01

An Auto-Adjustable Semi-Supervised Self-Training Algorithm

by Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panagiotis Pintelas
Published 2018-09-01

Decision Support Software for Forecasting Patient’s Length of Stay

by Ioannis E. Livieris, Theodore Kotsilieris, Ioannis Dimopoulos, Panagiotis Pintelas
Published 2018-12-01

An Ensemble SSL Algorithm for Efficient Chest X-Ray Image Classification

by Ioannis E. Livieris, Andreas Kanavos, Vassilis Tampakas, Panagiotis Pintelas
Published 2018-07-01

Explainable Machine Learning Framework for Image Classification Problems: Case Study on Glioma Cancer Prediction

by Emmanuel Pintelas, Meletis Liaskos, Ioannis E. Livieris, Sotiris Kotsiantis, Panagiotis Pintelas
Published 2020-05-01

On Ensemble SSL Algorithms for Credit Scoring Problem

by Ioannis E. Livieris, Niki Kiriakidou, Andreas Kanavos, Vassilis Tampakas, Panagiotis Pintelas
Published 2018-10-01

Weight-Constrained Neural Networks in Forecasting Tourist Volumes: A Case Study

by Ioannis E. Livieris, Emmanuel Pintelas, Theodore Kotsilieris, Stavros Stavroyiannis, Panagiotis Pintelas
Published 2019-09-01

A Multiple-Input Neural Network Model for Predicting Cotton Production Quantity: A Case Study

by Ioannis E. Livieris, Spiros D. Dafnis, George K. Papadopoulos, Dionissios P. Kalivas
Published 2020-10-01