No. |
Title |
Authors |
Journal |
01 |
Learning Sentiment-aware Trading Strategies for
Bitcoin leveraging Deep Learning-based
Financial News Analysis |
N. Passalis, S. Seficha, A. Tsantekidis and A. Tefas |
17th International Conference on Artificial Intelligence Applications and Innovations (AIAI), 2021 |
02 |
Improving Deep Reinforcement Learning for Financial Trading using Deep Adaptive Group-Based Normalization |
A. Nalmpantis, N. Passalis, A. Tsantekidis and A. Tefas |
IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2021 |
03 |
Sentiment-Aware
Distillation For Bitcoin Trend Forecasting Under Partial
Observability |
G. Panagiotatos, N. Passalis, A. Tsantekidis, and A. Tefas |
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022 |
04 |
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio
Management |
Paraskevi Nousi, Loukia Avramelou, Georgios Rodinos, Maria Tzelepi, Manousis, T., Tsampazis, K., Stefanidis, K., Spanos, D., Kirtas, E., Tosidis, P., Tsantekidis, A., Passalis, N.and Anastasios Tefas |
https://arxiv.org/abs/2309.16679, 2023 |
05 |
Online Knowledge Distillation for Financial Timeseries Forecasting |
P. Floratos, A. Tsantekidis, N. Passalis, and A. Tefas |
International Conference on INnovations in Intelligent SysTems and Applications (INISTA), 2022 |
06 |
CRYPTOSENTIMENT: A Dataset and Baseline for Sentiment-Aware Deep
Reinforcement Learning for Financial Trading |
L. Avramelou, P. Nousi, N. Passalis, S. Doropoulos, A. Tefas |
11th International Workshop on Computational Intelligence for Multimedia Understanding (IWCIM 2023) organised under IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
07 |
A Sharpe Ratio Based Reward Scheme in Deep Reinforcement Learning for Financial Trading |
G. Rodinos, P. Nousi, N. Passalis, and A. Tefas |
19th International Conference on Artificial Intelligence Applications and Innovations (ΑΙΑΙ), 2023 |