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Alexandros Iosifidis
Alexandros Iosifidis
Professor, Tampere University
Adresă de e-mail confirmată pe tuni.fi
Titlu
Citat de
Citat de
Anul
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
4802017
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
3792021
Deep Learning for Robot Perception and Cognition
A Iosifidis, A Tefas
Academic Press, 2022
281*2022
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
2792018
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
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
1912019
On the kernel extreme learning machine classifier
A Iosifidis, A Tefas, I Pitas
Pattern Recognition Letters 54, 11-17, 2015
1702015
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
1682012
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
1672018
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
1262020
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
1222013
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
1172020
Graph embedded extreme learning machine
A Iosifidis, A Tefas, I Pitas
IEEE transactions on cybernetics 46 (1), 311-324, 2016
1152016
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
1062020
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
1052023
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
1032021
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
962012
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
932012
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