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Avraam Tsantekidis
Avraam Tsantekidis
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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
4402017
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
1902017
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 93, 106401, 2020
1102020
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
712019
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 32 (7), 2837-2846, 2020
632020
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
612019
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
522017
Diversity-driven knowledge distillation for financial trading using deep reinforcement learning
A Tsantekidis, N Passalis, A Tefas
Neural Networks 140, 193-202, 2021
402021
Recurrent neural networks
A Tsantekidis, N Passalis, A Tefas
Deep learning for robot perception and cognition, 101-115, 2022
362022
Multisource financial sentiment analysis for detecting Bitcoin price change indications using deep learning
N Passalis, L Avramelou, S Seficha, A Tsantekidis, S Doropoulos, ...
Neural Computing and Applications 34 (22), 19441-19452, 2022
192022
Transferring trading strategy knowledge to deep learning models
A Tsantekidis, A Tefas
Knowledge and Information Systems 63 (1), 87-104, 2021
112021
Improving deep reinforcement learning for financial trading using neural network distillation
A Tsantekidis, N Passalis, A Tefas
2020 IEEE 30th International Workshop on Machine Learning for Signal …, 2020
92020
Deep reinforcement learning
A Tsantekidis, N Passalis, A Tefas
Deep Learning for Robot Perception and Cognition, 117-129, 2022
82022
Learning sentiment-aware trading strategies for bitcoin leveraging deep learning-based financial news analysis
N Passalis, S Seficha, A Tsantekidis, A Tefas
Artificial Intelligence Applications and Innovations: 17th IFIP WG 12.5 …, 2021
62021
Improving Deep Reinforcement Learning for Financial Trading Using Deep Adaptive Group-Based Normalization
A Nalmpantis, N Passalis, A Tsantekidis, A Tefas
2021 IEEE 31st International Workshop on Machine Learning for Signal …, 2021
42021
Modeling limit order trading with a continuous action policy for deep reinforcement learning
A Tsantekidis, N Passalis, A Tefas
Neural Networks 165, 506-515, 2023
32023
Deep adaptive group-based input normalization for financial trading
A Nalmpantis, N Passalis, A Tsantekidis, A Tefas
Pattern Recognition Letters 152, 413-419, 2021
32021
Online Knowledge Distillation for Financial Timeseries Forecasting
P Floratos, A Tsantekidis, N Passalis, A Tefas
2022 International Conference on INnovations in Intelligent SysTems and …, 2022
22022
Sentiment-Aware Distillation for Bitcoin Trend Forecasting Under Partial Observability
G Panagiotatos, N Passalis, A Tsantekidis, A Tefas
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
22022
Leveraging Deep Learning and Online Source Sentiment for Financial Portfolio Management
P Nousi, L Avramelou, G Rodinos, M Tzelepi, T Manousis, K Tsampazis, ...
arXiv preprint arXiv:2309.16679, 2023
12023
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