Dat Thanh Tran
Dat Thanh Tran
PhD candidate, Department of Computing Sciences, Tampere University
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα tuni.fi
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Παρατίθεται από
Παρατίθεται από
Έτος
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
422018
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
292017
Multilinear class-specific discriminant analysis
DT Tran, M Gabbouj, A Iosifidis
Pattern Recognition Letters 100, 131-136, 2017
182017
Improving efficiency in convolutional neural networks with multilinear filters
DT Tran, A Iosifidis, M Gabbouj
Neural Networks 105, 328-339, 2018
152018
Heterogeneous multilayer generalized operational perceptron
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
IEEE transactions on neural networks and learning systems, 2019
112019
Progressive Operational Perceptrons with Memory
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
Neurocomputing 379, 172-181, 2020
72020
Data-driven Neural Architecture Learning For Financial Time-series Forecasting
DT Tran, J Kanniainen, M Gabbouj, A Iosifidis
arXiv preprint arXiv:1903.06751, 2019
62019
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
42019
Learning to Rank: A Progressive Neural Network Learning Approach
DT Tran, A Iosifidis
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
32019
Multilinear Compressive Learning
DT Tran, M Yamaç, A Degerli, M Gabbouj, A Iosifidis
IEEE Transactions on Neural Networks and Learning Systems, 2020
12020
Multilinear Compressive Learning with Prior Knowledge
DT Tran, M Gabbouj, A Iosifidis
arXiv preprint arXiv:2002.07203, 2020
12020
PyGOP: A Python library for Generalized Operational Perceptron algorithms
DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis
Knowledge-Based Systems 182, 104801, 2019
12019
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
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
Automatic Flower and Visitor Detection System
DT Tran, TT Høye, M Gabbouj, A Iosifidis
26th European Signal Processing Conference (EUSIPCO), 405-409, 2018
12018
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
2020
Data Normalization for Bilinear Structures in High-Frequency Financial Time-series
DT Tran, J Kanniainen, M Gabbouj, A Iosifidis
arXiv preprint arXiv:2003.00598, 2020
2020
Subset Sampling For Progressive Neural Network Learning
DT Tran, M Gabbouj, A Iosifidis
arXiv preprint arXiv:2002.07141, 2020
2020
Attention-Augmented Multilinear Networks For Time-series Classification
TD Tran
2019
Dropout-based Support Vectors Regularization
DT Tran
Hämeen University of Applied Sciences, 2017
2017
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