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Alexandros Iosifidis
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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
Business Informatics (CBI), 2017 IEEE 19th Conference on 1, 7-12, 2017
4792017
Deep learning and computer vision will transform entomology
TT Høye, J Ärje, K Bjerge, OLP Hansen, A Iosifidis, F Leese, HMR Mann, ...
Proceedings of the National Academy of Sciences 118 (2), e2002545117, 2021
3762021
Temporal attention-augmented bilinear network for financial time-series data analysis
DT Tran, A Iosifidis, J Kanniainen, M Gabbouj
IEEE transactions on neural networks and learning systems, 2018
2772018
Deep Learning for Robot Perception and Cognition
A Iosifidis, A Tefas
Academic Press, 2022
275*2022
Using deep learning to detect price change indications in financial markets
A Tsantekidis, N Passalis, A Tefas, J Kanniainen, M Gabbouj, A Iosifidis
Signal Processing Conference (EUSIPCO), 2017 25th European, 2511-2515, 2017
1992017
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
1852019
On the kernel extreme learning machine classifier
A Iosifidis, A Tefas, I Pitas
Pattern Recognition Letters 54, 11-17, 2015
1682015
Benchmark dataset for mid‐price forecasting of limit order book data with machine learning methods
A Ntakaris, M Magris, J Kanniainen, M Gabbouj, A Iosifidis
Journal of Forecasting 37 (8), 852-866, 2018
1662018
View-invariant action recognition based on artificial neural networks
A Iosifidis, A Tefas, I Pitas
IEEE Transactions on Neural Networks and Learning Systems 23 (3), 412-424, 2012
1652012
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 106401, 2020
1252020
Minimum class variance extreme learning machine for human action recognition
A Iosifidis, A Tefas, I Pitas
IEEE Transactions on Circuits and Systems for Video Technology 23 (11), 1968 …, 2013
1212013
Species‐level image classification with convolutional neural network enables insect identification from habitus images
OLP Hansen, JC Svenning, K Olsen, S Dupont, BH Garner, A Iosifidis, ...
Ecology and evolution 10 (2), 737-747, 2020
1182020
Graph embedded extreme learning machine
A Iosifidis, A Tefas, I Pitas
IEEE transactions on cybernetics 46 (1), 311-324, 2016
1162016
Generalized multi-view embedding for visual recognition and cross-modal retrieval
G Cao, A Iosifidis, K Chen, M Gabbouj
IEEE transactions on cybernetics 48 (9), 2542-2555, 2018
1102018
Operational neural networks
S Kiranyaz, T Ince, A Iosifidis, M Gabbouj
Neural Computing and Applications, 1-24, 2020
1082020
Automatic image‐based identification and biomass estimation of invertebrates
J Ärje, C Melvad, MR Jeppesen, SA Madsen, J Raitoharju, ...
Methods in Ecology and Evolution 11 (8), 922-931, 2020
1032020
Self-organized operational neural networks with generative neurons
S Kiranyaz, J Malik, HB Abdallah, T Ince, A Iosifidis, M Gabbouj
Neural Networks 140, 294-308, 2021
1012021
Constructing neural network based models for simulating dynamical systems
C Legaard, T Schranz, G Schweiger, J Drgoňa, B Falay, C Gomes, ...
ACM Computing Surveys 55 (11), 1-34, 2023
992023
Multi-view human movement recognition based on fuzzy distances and linear discriminant analysis
A Iosifidis, A Tefas, N Nikolaidis, I Pitas
Computer Vision and Image Understanding 116 (3), 347-360, 2012
952012
Activity-based person identification using fuzzy representation and discriminant learning
A Iosifidis, A Tefas, I Pitas
IEEE Transactions on Information Forensics and Security 7 (2), 530-542, 2012
942012
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