Nikolaos Passalis

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Citations	3307	3254
h-index	29	28
i10-index	66	64

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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-AlexandrisResearcher, Microsoft Research, Cambridge, UKVerified email at microsoft.com
Alexandros IosifidisProfessor, Aarhus UniversityVerified email at ece.au.dk
Manos KirtasPhD Candidate, Aristotle University of ThessalonikiVerified email at csd.auth.gr
Apostolos TsakyridisPostdoctoral researcher, Aristotle University of Thessaloniki, GreeceVerified 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
Miltiadis Moralis-PegiosPost Doc,Aristotle UniversityVerified email at csd.auth.gr
Juho KanniainenProfessor, Tampere UniversityVerified email at tuni.fi
Jenni RaitoharjuAssistant Professor, University of JyväskyläVerified email at jyu.fi
George GiamougiannisAristotle University of ThessalonikiVerified email at csd.auth.gr
Maria TzelepiPostdoctoral Researcher, ITI/CERTHVerified email at iti.gr
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
Nikolaos StergioulasProfessor, Department of Physics, Aristotle University of ThessalonikiVerified email at auth.gr
Panagiotis IosifPostdoctoral researcher, Department of Physics, Aristotle University of ThessalonikiVerified email at auth.gr

Nikolaos Passalis

Postdoctoral researcher, Aristotle University of Thessaloniki, Greece

Verified email at csd.auth.gr - Homepage

Deep Learning Computational Intelligence Robotics Neuromorphic Photonics Financial Modeling


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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	353	2017
Learning deep representations with probabilistic knowledge transfer N Passalis, A Tefas Proceedings of the European Conference on Computer Vision (ECCV), 268-284, 2018	352	2018
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	163	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	159	2017
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	104	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	87	2020
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	87	2019
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	85	2017
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	80	2020
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, 2020	69	2020
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	61	2018
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	60	2020
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
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	53	2019
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	50	2019
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	47	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	45	2017
Bag of color features for color constancy F Laakom, N Passalis, J Raitoharju, J Nikkanen, A Tefas, A Iosifidis, ... IEEE Transactions on Image Processing 29, 7722-7734, 2020	38	2020
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	38	2020

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