Eleftherios Kouloumpris

According to our database, Eleftherios Kouloumpris authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Diagnosing Attention Deficit Hyperactivity Disorder Using Machine Learning Methods on Serious Game-generated Data.

Eleftherios Kouloumpris, Aristotelis Lazaridis, Anestis Fachantidis, Ioannis P. Vlahavas

Int. J. Artif. Intell. Tools, February, 2024

SABER: Stochastic-Aware Bootstrap Ensemble Ranking for portfolio management.

Eleftherios Kouloumpris, Konstantinos Moutsianas, Ioannis P. Vlahavas

Expert Syst. Appl., 2024

2023

Combining deep reinforcement learning with technical analysis and trend monitoring on cryptocurrency markets.

Vasilis Kochliaridis, Eleftherios Kouloumpris, Ioannis P. Vlahavas

Neural Comput. Appl., October, 2023

2022

Sector-level sentiment analysis with deep learning.

Ioannis Almalis, Eleftherios Kouloumpris, Ioannis P. Vlahavas

Knowl. Based Syst., 2022

Short-term Load Forecasting With Clustered Hybrid Models Based On Hour Granularity.

Eleftherios Kouloumpris, Athina Konstantinou, Stamatis Karlos, Grigorios Tsoumakas, Ioannis P. Vlahavas

Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

Retail Demand Forecasting for 1 Million Products.

Ioannis P. Pierros, Eleftherios Kouloumpris, Dimitrios Zaikis, Ioannis P. Vlahavas

Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

TraderNet-CR: Cryptocurrency Trading with Deep Reinforcement Learning.

Vasilis Kochliaridis, Eleftherios Kouloumpris, Ioannis P. Vlahavas

Proceedings of the Artificial Intelligence Applications and Innovations, 2022

2021

Short-Term Renewable Energy Forecasting in Greece Using Prophet Decomposition and Tree-Based Ensembles.

Argyrios S. Vartholomaios, Stamatis Karlos, Eleftherios Kouloumpris, Grigorios Tsoumakas

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021