Shabani, M., Magris, M., Tzagkarakis, G., Kanniainen, J.
& Iosifidis, A. (2023).
Predicting the State of Synchronization of Financial Time Series using Cross Recurrence Plots.
Neural Computing and Applications,
35(25), 18519–18531.
https://doi.org/10.1007/s00521-023-08674-y
Soltanian, M., Malik, J., Raitoharju, J.
, Iosifidis, A., Kiranyaz, S. & Gabbouj, M. (2021).
Speech Command Recognition in Computationally Constrained Environments with a Quadratic Self-Organized Operational Layer. I
2021 International Joint Conference on Neural Networks (IJCNN) IEEE.
https://doi.org/10.1109/IJCNN52387.2021.9534232
Tefas, A.
, Iosifidis, A. & Pitas, I. (2013).
Neural Networks for Digital Media Analysis and Description. I L. Iliadis, H. Papadopoulos & C. Jayne (red.),
Engineering Applications of Neural Networks: 14th International Conference, EANN 2013, Halkidiki, Greece, September 13-16, 2013 Proceedings, Part I (s. 1-11). Springer.
https://doi.org/10.1007/978-3-642-41013-0_1
Tran, D. T., Yamac, M., Degerli, A., Gabbouj, M.
& Iosifidis, A. (2021).
Multilinear compressive learning.
IEEE Transactions on Neural Networks and Learning Systems,
32(4), 1512-1524. Artikel 9070152.
https://doi.org/10.1109/TNNLS.2020.2984831
Tran, D. T., Passalis, N., Tefas, A., Gabbouj, M.
& Iosifidis, A. (2022).
Attention-Based Neural Bag-of-Features Learning for Sequence Data.
IEEE Access,
10, 45542-45552.
https://doi.org/10.1109/ACCESS.2022.3169776
Tsantekidis, A., Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M.
& Iosifidis, A. (2017).
Forecasting Stock Prices from the Limit Order Book Using Convolutional Neural Networks. I
Proceedings - 2017 IEEE 19th Conference on Business Informatics, CBI 2017 (s. 7-12). Artikel 8010701 IEEE.
https://doi.org/10.1109/CBI.2017.23
Tsantekidis, A., Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M.
& Iosifidis, A. (2017).
Using Deep Learning to Detect Price Change Indications in Financial Markets.
Proceedings of the European Signal Processing Conference,
2017, 2580-2584.
https://doi.org/10.23919/EUSIPCO.2017.8081663
Tsantekidis, A., Passalis, N., Tefas, A., Kanniainen, J., Gabbouj, M.
& Iosifidis, A. (2020).
Using Deep Learning for price prediction by exploiting stationary limit order book features.
Applied Soft Computing Journal,
93, Artikel 106401.
https://doi.org/10.1016/j.asoc.2020.106401