Avraam Tsantekidis
Avraam Tsantekidis
Verified email at csd.auth.gr
TitleCited byYear
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
572017
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
332017
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
232017
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
62019
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
arXiv preprint arXiv:1810.09965, 2018
62018
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
22019
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