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Identification

Personal identification

Full name
Huu Phong Nguyen

Citation names

  • Huu Phong, Nguyen

Author identifiers

Ciência ID
A916-DD75-0D32
ORCID iD
0000-0002-5022-0226

Languages

Language Speaking Reading Writing Listening Peer-review
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
Portuguese Beginner (A1) Beginner (A1) Beginner (A1) Beginner (A1)
Vietnamese (Mother tongue)
Education
Degree Classification
2015/09/01 - 2023/07/25
Concluded
 Doutoramento em Engenharia Informática (Doutoramento)
Universidade de Coimbra, Portugal
"PATTERN RECOGNITION: CONTRIBUTIONS AND APPLICATIONS TO IMAGE CLASSIFICATION AND VIDEO RECOGNITION" (THESIS/DISSERTATION)
 Approved with Honours and Distinction
2009
Concluded
 Master of Science in Information Technology (Master)
Shinawatra University - Bangkok Center, Thailand
2000/09/01 - 2004/05/31
Concluded
 Physics (Bacharelato)
Major in Applied Informatics in Physics
VNU University of Science, Vietnam
Affiliation

Science

Category
Host institution 		Employer
2004/07/01 - 2006/08/31 Research Assistant (Research) IAPSI, Vietnam

Other Careers

Category
Host institution 		Employer
2013/06/01 - 2016/01/31 Especialista Informática Grau 1 Nível 1 (Especialista de informática) Ishida Taiseisha (Thailand) Co., Ltd, Thailand
Outputs

Publications

Book chapter
  1. Nguyen Huu Phong; Bernardete Ribeiro. "An Improvement for Capsule Networks Using Depthwise Separable Convolution". 521-530. Springer International Publishing, 2019.
    10.1007/978-3-030-31332-6_45
  2. Nguyen Huu Phong; Bernardete Ribeiro. "Advanced Capsule Networks via Context Awareness". 166-177. Springer International Publishing, 2019.
    10.1007/978-3-030-30487-4_14
Conference paper
  1. Nguyen Huu Phong; Bernardete Ribeiro. "Offline and online deep learning for image recognition". 2017.
    10.1109/expat.2017.7984421
  2. Nguyen Huu Phong; Bernardete Ribeiro. "Action Recognition for American Sign Language". 2017.
    10.48550/ARXIV.2205.12261
Journal article
  1. Huu Phong Nguyen; Bernardete Ribeiro. "Video action recognition collaborative learning with dynamics via PSO-ConvNet Transformer". Scientific Reports 13 1 (2023): http://dx.doi.org/10.1038/s41598-023-39744-9.
    10.1038/s41598-023-39744-9
  2. Nguyen Huu Phong; Augusto Santos; Bernardete Ribeiro. "PSO-Convolutional Neural Networks With Heterogeneous Learning Rate". IEEE Access (2022): https://doi.org/10.1109/ACCESS.2022.3201142.
    10.1109/ACCESS.2022.3201142
Preprint
  1. Nguyen Huu Phong; Bernardete Ribeiro. "Video Action Recognition Collaborative Learning with Dynamics via PSO-ConvNet Transformer". 2023. https://arxiv.org/abs/2302.09187.
    10.48550/ARXIV.2302.09187
  2. Nguyen Huu Phong; Bernardete Ribeiro. "Rethinking Recurrent Neural Networks and Other Improvements for Image Classification". 2020. https://arxiv.org/abs/2007.15161.
    10.48550/ARXIV.2007.15161