Stylianos Choumas

According to our database, Stylianos Choumas authored at least 4 papers between 2022 and 2023.

Collaborative distances:

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

2023

Exploring the Impact of the Signal-to-Noise Ratio Assumption on the Time Series Bootstrap Pairwise Dependence Hypothesis Test.

Themistoklis Koutsellis, Alexandros Nikas, Stylianos Choumas, Christopher Ververidis, Thomas Papapolyzos, Anastasios Bitsikas, Ioanna Makarouni, Haris Ch. Doukas

Proceedings of the 14th International Conference on Information, 2023

Currency Exchange Rate Forecasting Using Support Vector Classifiers.

Themistoklis Koutsellis, Ioanna Makarouni, Stylianos Choumas, Christopher Ververidis, Thomas Papapolyzos, Anastasios Bitsikas, Haris Ch. Doukas

Proceedings of the 14th International Conference on Information, 2023

Serial Dependence Analysis of Time Series Using Distance Correlation and Monte Carlo Bootstrap Hypothesis Test.

Themistoklis Koutsellis, Stylianos Choumas, Alexandros Nikas, Christopher Ververidis, Thomas Papapolyzos, Anastasios Bitsikas, Ioanna Makarouni, Haris Ch. Doukas

Proceedings of the 14th International Conference on Information, 2023

2022

Comparison of Machine Learning Classifiers for Exchange Rate Trend Forecasting.

Elissaios Sarmas, Themistoklis Koutsellis, Christopher Ververidis, Thomas Papapolyzos, Stylianos Choumas, Anastasios Bitsikas, Haris Ch. Doukas

Proceedings of the 13th International Conference on Information, 2022