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ORCIDEleftherios Kouloumpris
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2020 – today
- 2024
[j4]Eleftherios Kouloumpris
, Konstantinos Moutsianas, Ioannis P. Vlahavas:
SABER: Stochastic-Aware Bootstrap Ensemble Ranking for portfolio management. Expert Syst. Appl. 249: 123637 (2024)- [j3]Eleftherios Kouloumpris, Aristotelis Lazaridis, Anestis Fachantidis, Ioannis P. Vlahavas:
Diagnosing Attention Deficit Hyperactivity Disorder Using Machine Learning Methods on Serious Game-generated Data. Int. J. Artif. Intell. Tools 33(1): 2350059:1-2350059:23 (2024) - 2023
- [j2]Vasilis Kochliaridis, Eleftherios Kouloumpris, Ioannis P. Vlahavas:
Combining deep reinforcement learning with technical analysis and trend monitoring on cryptocurrency markets. Neural Comput. Appl. 35(29): 21445-21462 (2023) - 2022
- [j1]Ioannis Almalis, Eleftherios Kouloumpris, Ioannis P. Vlahavas:
Sector-level sentiment analysis with deep learning. Knowl. Based Syst. 258: 109954 (2022) - [c4]Vasilis Kochliaridis, Eleftherios Kouloumpris, Ioannis P. Vlahavas:
TraderNet-CR: Cryptocurrency Trading with Deep Reinforcement Learning. AIAI (1) 2022: 304-315 - [c3]Ioannis P. Pierros, Eleftherios Kouloumpris, Dimitrios Zaikis, Ioannis P. Vlahavas:
Retail Demand Forecasting for 1 Million Products. ISDA (1) 2022: 467-479 - [c2]Eleftherios Kouloumpris, Athina Konstantinou, Stamatis Karlos, Grigorios Tsoumakas, Ioannis P. Vlahavas:
Short-term Load Forecasting With Clustered Hybrid Models Based On Hour Granularity. SETN 2022: 42:1-42:10 - 2021
- [c1]Argyrios S. Vartholomaios, Stamatis Karlos, Eleftherios Kouloumpris, Grigorios Tsoumakas:
Short-Term Renewable Energy Forecasting in Greece Using Prophet Decomposition and Tree-Based Ensembles. DEXA Workshops 2021: 227-238 - [i1]Argyrios S. Vartholomaios, Stamatis Karlos, Eleftherios Kouloumpris, Grigorios Tsoumakas:
Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based Ensembles. CoRR abs/2107.03825 (2021)
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