Avraam Tsantekidis
Avraam Tsantekidis
Verified email at csd.auth.gr
Title
Cited by
Cited by
Year
Forecasting stock prices from the limit order book using convolutional neural networks
A Tsantekidis, N Passalis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis
2017 IEEE 19th Conference on Business Informatics (CBI) 1, 7-12, 2017
1012017
Using deep learning to detect price change indications in financial markets
A Tsantekidis, N Passalis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis
2017 25th European Signal Processing Conference (EUSIPCO), 2511-2515, 2017
552017
Time-series classification using neural bag-of-features
N Passalis, A Tsantekidis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis
2017 25th European Signal Processing Conference (EUSIPCO), 301-305, 2017
292017
Using deep learning for price prediction by exploiting stationary limit order book features
A Tsantekidis, N Passalis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis
Applied Soft Computing, 106401, 2020
172020
Machine learning for forecasting mid-price movements using limit order book data
P Nousi, A Tsantekidis, N Passalis, A Ntakaris, J Kanniainen, A Tefas, ...
Ieee Access 7, 64722-64736, 2019
92019
Deep reinforcement learning for financial trading using price trailing
KS Zarkias, N Passalis, A Tsantekidis, A Tefas
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
82019
Transferring trading strategy knowledge to deep learning models
A Tsantekidis, A Tefas
Knowledge and Information Systems, 1-18, 2020
2020
Price Trailing for Financial Trading Using Deep Reinforcement Learning
A Tsantekidis, N Passalis, AS Toufa, K Saitas-Zarkias, S Chairistanidis, ...
IEEE Transactions on Neural Networks and Learning Systems, 2020
2020
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