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Dat Thanh Tran
Dat Thanh Tran
PhD, Department of Computing Sciences, Tampere University
Correu electrònic verificat a tuni.fi
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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 30 (5), 1407-1418, 2018
1382018
Tensor representation in high-frequency financial data for price change prediction
DT Tran, M Magris, J Kanniainen, M Gabbouj, A Iosifidis
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2017
512017
Heterogeneous multilayer generalized operational perceptron
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
IEEE transactions on neural networks and learning systems 31 (3), 710-724, 2019
432019
Improving efficiency in convolutional neural networks with multilinear filters
DT Tran, A Iosifidis, M Gabbouj
Neural Networks 105, 328-339, 2018
372018
Multilinear class-specific discriminant analysis
DT Tran, M Gabbouj, A Iosifidis
Pattern Recognition Letters 100, 131-136, 2017
362017
Progressive Operational Perceptrons with Memory
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
Neurocomputing 379, 172-181, 2020
262020
Multilinear compressive learning
DT Tran, M Yamaç, A Degerli, M Gabbouj, A Iosifidis
IEEE transactions on neural networks and learning systems 32 (4), 1512-1524, 2020
172020
Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
2019 IEEE International Conference on Image Processing (ICIP), 1168-1172, 2019
172019
Data-driven Neural Architecture Learning For Financial Time-series Forecasting
DT Tran, J Kanniainen, M Gabbouj, A Iosifidis
arXiv preprint arXiv:1903.06751, 2019
172019
Learning to Rank: A Progressive Neural Network Learning Approach
DT Tran, A Iosifidis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
132019
PyGOP: A Python library for Generalized Operational Perceptron algorithms
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
Knowledge-Based Systems 182, 104801, 2019
122019
Automatic Flower and Visitor Detection System
DT Tran, TT Høye, M Gabbouj, A Iosifidis
26th European Signal Processing Conference (EUSIPCO), 405-409, 2018
102018
Attention-based neural bag-of-features learning for sequence data
DT Tran, N Passalis, A Tefas, M Gabbouj, A Iosifidis
IEEE Access 10, 45542-45552, 2022
72022
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series
DT Tran, J Kanniainen, M Gabbouj, A Iosifidis
2020 25th International Conference on Pattern Recognition (ICPR), 7287-7292, 2021
72021
Multilinear Compressive Learning with Prior Knowledge
DT Tran, M Gabbouj, A Iosifidis
arXiv preprint arXiv:2002.07203, 2020
72020
Automatic flower detection and classification system using a light-weight convolutional neural network
J Ärje, D Milioris, DT Tran, JU Jepsen, J Raitoharju, M Gabbouj, A Iosifidis, ...
Proceedings of the EUSIPCO Workshop on Signal Processing, Computer Vision …, 2019
62019
Automatic Flower Detection and Classification System Using a Light-Weight Convolutional Neural Network
J Arje, D Milioris, D T. Tran, J Jepsen, J Raitoharju, M Gabbouj, A Iosifidis, ...
European Conference on Signal Processing, 2019
62019
Performance Indicator in Multilinear Compressive Learning
DT Tran, M Gabbouj, A Iosifidis
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1822-1828, 2020
42020
How informative is the Order Book Beyond the Best Levels? Machine Learning Perspective
DT Tran, J Kanniainen, A Iosifidis
arXiv preprint arXiv:2203.07922, 2022
32022
Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction
M Shabani, DT Tran, M Magris, J Kanniainen, A Iosifidis
arXiv preprint arXiv:2201.05459, 2022
22022
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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