Nikolaos Passalis

Cited by

	All	Since 2019
Citations	4479	4316
h-index	35	32
i10-index	87	84

1200

600

300

900

2017201820192020202120222023202436 108 246 438 620 1041 1148 814

Public access

View all

95 articles

8 articles

available

not available

Based on funding mandates

Co-authors

Anastasios TefasProfessor, Department of Informatics, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Nikos PlerosProfessor, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Moncef GabboujProfessor, Tampere UniversityVerified email at tuni.fi
George Mourgias-AlexandrisSenior AI Engineer, IncelligentVerified email at incelligent.net
Manos KirtasPhD Candidate, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Alexandros IosifidisProfessor, Aarhus UniversityVerified email at ece.au.dk
Apostolos TsakyridisPostdoctoral researcher, Aristotle University of Thessaloniki, GreeceVerified email at csd.auth.gr
Miltiadis Moralis-PegiosPost Doc,Aristotle UniversityVerified email at csd.auth.gr
Avraam TsantekidisPhD Candidate, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Angelina TotovićPhotonics Engineer, Celestial AIVerified email at celestial.ai
George DabosAristotle University of ThessalonikiVerified email at csd.auth.gr
Juho KanniainenProfessor, Tampere UniversityVerified email at tuni.fi
George GiamougiannisAristotle University of ThessalonikiVerified email at csd.auth.gr
Maria TzelepiPostdoctoral Researcher, ITI/CERTHVerified email at iti.gr
Jenni RaitoharjuAssistant Professor, University of JyväskyläVerified email at jyu.fi
Paraskevi NousiPost-doctoral researcher, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Konstantinos VyrsokinosAssociate Professor, School of Physics, Aristotle University of Thessaloniki, GreeceVerified email at auth.gr
F Y GardesProfessor ,University of SouthamptonVerified email at soton.ac.uk
Teerapat RutirawutSuranaree University of TechnologyVerified email at sut.ac.th
Christos PappasPhD Student, Aristotle University of ThessalonikiVerified email at csd.auth.gr

Nikolaos Passalis

Assistant Professor, Department of Chemical Engineering, Aristotle University of Thessaloniki

Verified email at cheng.auth.gr

Deep Learning Computational Intelligence Time series Forecasting Deep Reinforcement Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning deep representations with probabilistic knowledge transfer N Passalis, A Tefas Proceedings of the European Conference on Computer Vision (ECCV), 268-284, 2018	478	2018
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	430	2017
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	212	2019
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	185	2017
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	148	2019
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	142	2020
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	121	2020
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	109	2020
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	94	2020
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	88	2017
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	81	2019
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	68	2019
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	67	2018
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	62	2020
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	59	2019
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	58	2022
Neural bag-of-features learning N Passalis, A Tefas Pattern Recognition 64, 277-294, 2017	54	2017
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	54	2016
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	52	2018
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	51	2017

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors