متابعة
Nikolaos Passalis
Nikolaos Passalis
Assistant Professor, Department of Chemical Engineering, Aristotle University of Thessaloniki
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عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Learning deep representations with probabilistic knowledge transfer‏
N Passalis, A Tefas‏
Proceedings of the European Conference on Computer Vision (ECCV), 268-284, 2018‏
5672018
Forecasting stock prices from the limit order book using convolutional neural networks‏
A Tsantekidis, N Passalis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis‏
19th IEEE Conference on Business Informatics (CBI) 1, 7-12, 2017‏
4802017
An all-optical neuron with sigmoid activation function‏
G Mourgias-Alexandris, A Tsakyridis, N Passalis, A Tefas, K Vyrsokinos, ...‏
Optics express 27 (7), 9620-9630, 2019‏
2502019
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
2002017
Deep adaptive input normalization for time series forecasting‏
N Passalis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis‏
IEEE transactions on neural networks and learning systems 31 (9), 3760-3765, 2019‏
1862019
Heterogeneous knowledge distillation using information flow modeling‏
N Passalis, M Tzelepi, A Tefas‏
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020‏
1672020
Probabilistic knowledge transfer for lightweight deep representation learning‏
N Passalis, M Tzelepi, A Tefas‏
IEEE Transactions on Neural Networks and Learning Systems 32 (5), 2030-2039, 2020‏
1522020
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
1232020
Femtojoule per MAC neuromorphic photonics: an energy and technology roadmap‏
AR Totović, G Dabos, N Passalis, A Tefas, N Pleros‏
IEEE Journal of selected topics in Quantum Electronics 26 (5), 1-15, 2020‏
1012020
Neuromorphic photonics with coherent linear neurons using dual-IQ modulation cells‏
G Mourgias-Alexandris, A Totović, A Tsakyridis, N Passalis, K Vyrsokinos, ...‏
Journal of Lightwave Technology 38 (4), 811-819, 2019‏
952019
Learning Bag-of-Features Pooling for Deep Convolutional Neural Networks‏
N Passalis, A Tefas‏
The IEEE International Conference on Computer Vision (ICCV), 5755-5763, 2017‏
932017
Noise-resilient and high-speed deep learning with coherent silicon photonics‏
G Mourgias-Alexandris, M Moralis-Pegios, A Tsakyridis, S Simos, ...‏
Nature communications 13 (1), 5572, 2022‏
862022
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
782019
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
702020
Training lightweight deep convolutional neural networks using bag-of-features pooling‏
N Passalis, A Tefas‏
IEEE transactions on neural networks and learning systems 30 (6), 1705-1715, 2018‏
702018
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
662019
First machine learning gravitational-wave search mock data challenge‏
MB Schäfer, O Zelenka, AH Nitz, H Wang, S Wu, ZK Guo, Z Cao, Z Ren, ...‏
Physical Review D 107 (2), 023021, 2023‏
592023
Entropy optimized feature-based bag-of-words representation for information retrieval‏
N Passalis, A Tefas‏
IEEE Transactions on Knowledge and Data Engineering 28 (7), 1664-1677, 2016‏
592016
Neuromorphic silicon photonics and hardware-aware deep learning for high-speed inference‏
M Moralis-Pegios, G Mourgias-Alexandris, A Tsakyridis, G Giamougiannis, ...‏
Journal of Lightwave Technology 40 (10), 3243-3254, 2022‏
582022
Temporal bag-of-features learning for predicting mid price movements using high frequency limit order book data‏
N Passalis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis‏
IEEE Transactions on Emerging Topics in Computational Intelligence 4 (6 …, 2018‏
582018
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مقالات 1–20