| 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 | 243 | 2018 |
| 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 | 72 | 2017 |
| 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 | 66 | 2019 |
| Improving efficiency in convolutional neural networks with multilinear filters DT Tran, A Iosifidis, M Gabbouj Neural Networks 105, 328-339, 2018 | 50 | 2018 |
| Multilinear class-specific discriminant analysis DT Tran, M Gabbouj, A Iosifidis Pattern Recognition Letters 100, 131-136, 2017 | 48 | 2017 |
| Progressive Operational Perceptrons with Memory DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis Neurocomputing 379, 172-181, 2020 | 36 | 2020 |
| 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 | 28 | 2019 |
| 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 | 24 | 2020 |
| Data-driven Neural Architecture Learning For Financial Time-series Forecasting DT Tran, J Kanniainen, M Gabbouj, A Iosifidis arXiv preprint arXiv:1903.06751, 2019 | 24 | 2019 |
| 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 | 20 | 2021 |
| Learning to Rank: A Progressive Neural Network Learning Approach DT Tran, A Iosifidis ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 19 | 2019 |
| PyGOP: A Python library for Generalized Operational Perceptron algorithms DT Tran, S Kiranyaz, M Gabbouj, A Iosifidis Knowledge-Based Systems 182, 104801, 2019 | 16 | 2019 |
| 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 | 13 | 2022 |
| Automatic Flower and Visitor Detection System DT Tran, TT Høye, M Gabbouj, A Iosifidis 26th European Signal Processing Conference (EUSIPCO), 405-409, 2018 | 13 | 2018 |
| 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 | 11 | 2019 |
| 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 | 11 | 2019 |
| Multi-head temporal attention-augmented bilinear network for financial time series prediction M Shabani, DT Tran, M Magris, J Kanniainen, A Iosifidis 2022 30th European Signal Processing Conference (EUSIPCO), 1487-1491, 2022 | 10 | 2022 |
| Multilinear Compressive Learning with Prior Knowledge DT Tran, M Gabbouj, A Iosifidis arXiv preprint arXiv:2002.07203, 2020 | 9 | 2020 |
| Variational neural networks I Oleksiienko, DT Tran, A Iosifidis Procedia Computer Science 222, 104-113, 2023 | 7 | 2023 |
| 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 | 6 | 2022 |
Alexandros IosifidisProfessor, Aarhus University在 ece.au.dk 的电子邮件经过验证
