Themistoklis Koutsellis

According to our database, Themistoklis Koutsellis authored at least 9 papers between 2021 and 2023.

Collaborative distances:

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

2023

In-Cognitive: A web-based Python application for fuzzy cognitive map design, simulation, and uncertainty analysis based on the Monte Carlo method.

Themistoklis Koutsellis, Georgios Xexakis, Konstantinos Koasidis, Natasha Frilingou, Anastasios Karamaneas, Alexandros Nikas, Haris Ch. Doukas

SoftwareX, July, 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

AUGMECON-Py: A Python framework for multi-objective linear optimisation under uncertainty.

Aikaterini Forouli, Anastasios Pagonis, Alexandros Nikas, Konstantinos Koasidis, Georgios Xexakis, Themistoklis Koutsellis, Christos Petkidis, Haris Ch. Doukas

SoftwareX, December, 2022

Parameter analysis for sigmoid and hyperbolic transfer functions of fuzzy cognitive maps.

Themistoklis Koutsellis, Georgios Xexakis, Konstantinos Koasidis, Alexandros Nikas, Haris Ch. Doukas

Oper. Res., 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

Normalising the Output of Fuzzy Cognitive Maps.

Themistoklis Koutsellis, Alexandros Nikas, Konstantinos Koasidis, George Xexakis, Christos Petkidis, Anastasios Karamaneas, Haris Ch. Doukas

Proceedings of the 13th International Conference on Information, 2022

2021

Integrating Integrated Assessment Modelling in Support of the Paris Agreement: The I2AM PARIS Platform.

Alexandros Nikas, Stavros Skalidakis, Alevgul H. Sorman, Ester Galende-Sanchez, Konstantinos Koasidis, Filippos Serepas, Dirk-Jan Van de Ven, Jorge Moreno, Anastasios Karamaneas, Themistoklis Koutsellis, Eleni Kanellou, Haris Ch. Doukas

Proceedings of the 12th International Conference on Information, 2021