Dat Thanh Tran

Myungbok Kim

Kyeong-Hwa Kim

IEEE Access, 2023

Cryptocurrency Portfolio Optimization by Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

Variational Neural Networks.

[BibT_eX]

[DOI]

Illia Oleksiienko

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Recognition of Defective Mineral Wool Using Pruned ResNet Models.

[BibT_eX]

[DOI]

Mehdi Rafiei

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022

Variational Neural Networks implementation in Pytorch and JAX.

[BibT_eX]

[DOI]

Illia Oleksiienko

Softw. Impacts, December, 2022

Efficient Design, Training, and Deployment of Artificial Neural Networks.

[BibT_eX]

[DOI]

PhD thesis, 2022

Remote Multilinear Compressive Learning With Adaptive Compression.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

How informative is the Order Book Beyond the Best Levels? Machine Learning Perspective.

[BibT_eX]

[DOI]

Juho Kanniainen

CoRR, 2022

Attention-Based Neural Bag-of-Features Learning for Sequence Data.

[BibT_eX]

[DOI]

IEEE Access, 2022

Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction.

[BibT_eX]

[DOI]

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Multilinear Compressive Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Bilinear Input Normalization for Neural Networks in Financial Forecasting.

[BibT_eX]

[DOI]

CoRR, 2021

Knowledge Distillation By Sparse Representation Matching.

[BibT_eX]

[DOI]

CoRR, 2021

2020

Heterogeneous Multilayer Generalized Operational Perceptron.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Progressive Operational Perceptrons with Memory.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Multilinear Compressive Learning with Prior Knowledge.

[BibT_eX]

[DOI]

CoRR, 2020

Performance Indicator in Multilinear Compressive Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Generalized Operational Classifiers for Material Identification.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Data Normalization for Bilinear Structures in High-Frequency Financial Time-series.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Subset Sampling for Progressive Neural Network Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Temporal Attention-Augmented Bilinear Network for Financial Time-Series Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

<i>PyGOP</i>: A Python library for Generalized Operational Perceptron algorithms.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2019

Data-driven Neural Architecture Learning For Financial Time-series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2019

Knowledge Transfer for Face Verification Using Heterogeneous Generalized Operational Perceptrons.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning to Rank: A Progressive Neural Network Learning Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Improving efficiency in convolutional neural networks with multilinear filters.

[BibT_eX]

[DOI]

Neural Networks, 2018

Progressive Operational Perceptron with Memory.

[BibT_eX]

[DOI]

CoRR, 2018

Heterogeneous Multilayer Generalized Operational Perceptron.

[BibT_eX]

[DOI]

CoRR, 2018

Acceleration Approaches for Big Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Automatic Flower and Visitor Detection System.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Multilinear class-specific discriminant analysis.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2017

Improving Efficiency in Convolutional Neural Network with Multilinear Filters.

[BibT_eX]

[DOI]