Dat T. Nguyen

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 9

Top Topics

Unsupervised Learning

Loss Minimization

Convolutional Neural Networks

Top Venues

Publications

Hanh Phuong Du, Anh D. Nguyen, Dat T. Nguyen, Hoa Ngoc Nguyen
μPEWFace: Parallel ensemble of weighted deep convolutional neural networks with novel loss functions for face-based authentication. Image Vis. Comput. 139 (2023)
Dat T. Nguyen, Qihang Zeng, Xi Tian, John S. Ho
Ambient Cardiovascular Monitoring with Metamaterial Textile Sensors. EMBC (2023)
Anh D. Nguyen, Dat T. Nguyen, Hai N. Dao, Hai H. Le, Nam Q. Tran
Impact Analysis of Different Effective Loss Functions by Using Deep Convolutional Neural Network for Face Recognition. ICADL (2022)
Tu D. Q. Le, Tin H. Ho, Thanh Ngo, Dat T. Nguyen, Son H. Tran
A Dataset for the Vietnamese Banking System (2002-2021). Data 7 (9) (2022)
Dat T. Nguyen, Hieu Nguyen, Tung Le, Le-Minh Nguyen
An Unsupervised Learning Method to improve Legal Document Retrieval task at ALQAC 2022. KSE (2022)
Dat Q. Duong, Quang M. Le, Dat T. Nguyen
A2QI: An Approach for Air Pollution Estimation in MediaEval 2020. MediaEval (2020)
Alberto Cano, Dat T. Nguyen, Sebastián Ventura, Krzysztof J. Cios
ur-CAIM: improved CAIM discretization for unbalanced and balanced data. Soft Comput. 20 (1) (2016)
Thanh D. Nguyen, Dat T. Nguyen, Tuan Manh Nguyen
Information Systems Success: The Project Management Information System for ERP Projects. ICCASA (2015)
Dat T. Nguyen, Krzysztof J. Cios
Rule-based OneClass-DS learning algorithm. Appl. Soft Comput. 35 (2015)
Dat T. Nguyen, Cao D. Nguyen, Rosalyn Hobson Hargraves, Lukasz A. Kurgan, Krzysztof J. Cios
mi-DS: Multiple-Instance Learning Algorithm. IEEE Trans. Cybern. 43 (1) (2013)
Dat T. Nguyen, Witold Dzwinel, Krzysztof J. Cios
Visualization of highly-dimensional data in 3D space. ISDA (2011)
Cao D. Nguyen, Dat T. Nguyen, Krzysztof J. Cios, Katheleen J. Gardiner, Alberto C. Costa
miDivCon: Framework and method for Multiple Instance Learning. ISDA (2010)