Dat Thanh Tran
Dat Thanh Tran
PhD candidate, Department of Computing Sciences, Tampere University
Подтвержден адрес электронной почты в домене tuni.fi
Название
Процитировано
Процитировано
Год
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
872018
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
352017
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
292019
Multilinear class-specific discriminant analysis
DT Tran, M Gabbouj, A Iosifidis
Pattern Recognition Letters 100, 131-136, 2017
282017
Improving efficiency in convolutional neural networks with multilinear filters
DT Tran, A Iosifidis, M Gabbouj
Neural Networks 105, 328-339, 2018
272018
Progressive Operational Perceptrons with Memory
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
Neurocomputing 379, 172-181, 2020
182020
Data-driven Neural Architecture Learning For Financial Time-series Forecasting
DT Tran, J Kanniainen, M Gabbouj, A Iosifidis
arXiv preprint arXiv:1903.06751, 2019
122019
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
92019
PyGOP: A Python library for Generalized Operational Perceptron algorithms
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
Knowledge-Based Systems 182, 104801, 2019
82019
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
72020
Learning to Rank: A Progressive Neural Network Learning Approach
DT Tran, A Iosifidis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
72019
Automatic Flower and Visitor Detection System
DT Tran, TT Høye, M Gabbouj, A Iosifidis
26th European Signal Processing Conference (EUSIPCO), 405-409, 2018
52018
Multilinear Compressive Learning with Prior Knowledge
DT Tran, M Gabbouj, A Iosifidis
arXiv preprint arXiv:2002.07203, 2020
32020
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
22021
Attention-based Neural Bag-of-Features Learning for Sequence Data
DT Tran, N Passalis, A Tefas, M Gabbouj, A Iosifidis
arXiv preprint arXiv:2005.12250, 2020
22020
Automatic flower detection and classification system using a light-weight convolutional neural network
J Ärje, D Milioris, D Tran, A Iosifidis, J Raitoharju
Proceedings of the EUSIPCO Workshop on Signal Processing, Computer Vision …, 2019
22019
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
22019
Performance Indicator in Multilinear Compressive Learning
DT Tran, M Gabbouj, A Iosifidis
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 1822-1828, 2020
12020
Attention-Augmented Multilinear Networks For Time-series Classification
TD Tran
12019
Acceleration Approaches for Big Data Analysis
A Muravev, DT Tran, A Iosifidis, S Kiranyaz, M Gabbouj
2018 25th IEEE International Conference on Image Processing (ICIP), 311-315, 2018
12018
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