Publications

2025

• Phuoc-Hai Huynh, Sequential Fine-Tuning Deep Learning for Lung Disease Classification based on X-Ray images, in 2024 Real-Time Intelligent Systems, Lecture Notes in Networks and Systems, Springer.

• Phuoc-Hai Huynh, Leveraging Vision Transformers and SVM for Accurate Medicinal Plant Identification. In: Advances in Information and Communication Technology. ICTA 2024. Lecture Notes in Networks and Systems, vol 1205. Springer, Cham. https://doi.org/10.1007/978-3-031-80943-9_85. Download

• Truong, TD., Huynh, PH., Nguyen, V.H., Do, TN. (2025). Multimodal Image–Text Fusion for Respiratory Disease Classification. In: Fong, S., Dey, N., Joshi, A. (eds) ICT Analysis and Applications. ICT4SD 2024. Lecture Notes in Networks and Systems, vol 1162. Springer, Singapore. https://doi.org/10.1007/978-981-97-8605-3_45 . Download

2024

• Phuoc-Hai Huynh, Enhancing Explainable Herbal Recognition with Vision Transformer Features and SVM. In: Future Data and Security Engineering. Big Data, Security and Privacy, Smart City and Industry 4.0 Applications. FDSE 2024. Communications in Computer and Information Science, vol. 2309. Springer, Singapore. https://doi.org/10.1007/978-981-96-0434-0_4. Download

• Phuoc-Hai Huynh, Clinical Data-Driven Explainable AI for COVID-19 Treatment Outcome Analysis. In: Future Data and Security Engineering. Big Data, Security and Privacy, Smart City, and Industry 4.0 Applications. FDSE 2024. Communications in Computer and Information Science, vol. 2309. Springer, Singapore. https://doi.org/10.1007/978-981-96-0434-0_13. Download

• Trương Thị Diễm, Huỳnh Phước Hải, Nguyễn Văn Hòa and Đỗ Thanh Nghị. Phân loại bệnh phổi sử dụng các mô hình máy học với dữ liệu văn bản lâm sàng. FAIR 2024.

• Thi-Diem Truong, Phuoc-Hai Huynh, Van Hoa Nguyen and Thanh-Nghi Do, Enhancing the efficiency of lung disease classification based on multi-modal fusion model.  Communications in Computer and Information Science, ISDS 2024. Link

• TS. Mai Thị Ánh Tuyết, PGS, TS Đoàn Thanh Nghị, TS. Huỳnh Phước Hải. Thực trạng và giải pháp nâng cao năng lực chuyển đổi số trong doanh nghiệp trên địa bàn tỉnh An Giang. Tạp chí Kinh tế và Dự báo, Bộ Kế hoạch và Đầu tư.

• Thanh-Nghi Doan, Thanh-Nhan Huynh-Ly, Phuoc-Hai Huynh. A Smart Information Gateway to Support Businesses in an Giang Province. International Journal of Religion. 2024. Link

• Duc-Ngoc Le-Thi and Phuoc-Hai Huynh. Stacking Ensemble Learning with the Feature Learning of Fine-Tuned Deep Neural Networks for Medicinal Herb Identification. in CITA 2024 – The 13th Conference on Information Technology and its Applications

2023

• P-H Huynh, Ngoc-Minh Nguyen, Trung-Nguyen Tran, Thanh-Nghi Doan. Improvements in the Imbalanced Hemogram Data Classification, in pro 4th International Conference on Electronics, Biomedical Engineering and Health Informatics, 2023. Link

• T.-N. Doan and P.-H. Huynh, “A NOVEL SYSTEM FOR PREDICTING THE DAMAGE OF RICE DISEASES IN AN GIANG PROVINCE, VIETNAM”, journal, vol. 13, no. 4, Dec. 2023. Link

• P-H Huynh, V-H. Nguyen. A novel ensemble of support vector machine for improving medical data classification. in  Journal Engineering Innovations. Vol. 4. Trans Tech Publications Ltd, 2023.

• P-H Huynh, L-D Quach, L-L Thi Thu, T-N Doan. Fine-Tuning Deep Neural Networks and SVM to improve Vietnamese Herbal Medicine Classification. in proc. of 2023 8th International Conference on Intelligent Information Technology (ICIIT 2023), Conference Proceedings by ACM (ISBN: 978-1-4503-9961-6), https://doi.org/10.1145/3591569.3591604 . Link

• L-D Quach, Q-T Huynh, A-H Cao Huynh, M-K Nguyen, D-K Nguyen, X-T Le, P-H Huynh. An approach to digitalize academic records in Viet Nam using Blockchain technology. in proc. of 2023 8th International Conference on Intelligent Information Technology (ICIIT 2023), Conference Proceedings by ACM (ISBN: 978-1-4503-9961-6). Link

2022

• P-H. Huynh, V-H. Nguyen. Deep Convolutional Support Vector Machines for Human Activity Recognition. in the book series Lecture Notes on Data Engineering and Communications Technologies (ICIT 2022), Springer, 2022. https://doi.org/10.1007/978-3-031-15063-0_30

• P-H. Huynh, N-P. Ho, T-V. Huynh, V-V. Nguyen, H-T. Nguyen. Developing website monitoring student’s learning process. Journal of Science An Giang University, 2022.

2021

• P-H. Huynh, T-T. Nguyen, and V-H. Nguyen. Enhancing COVID-19 prediction using transfer learning from Chest X-ray images. in proc. of The NAFOSTED Conference on Information and Computer Science (NICS 2021), IEEE, 2021.

• H-T. Nguyen, H-A. Le, M-T. Truong, P-H. Huynh, V-H. Nguyen. The storage solution of electronic medical record with blockchain technology. Journal of Science An Giang University, 2021.

2020

• P-H. Huynh, V-H. Nguyen, T-N. Do. Improvements in the large p, small n classification issue. in SN Computer Science (ISSN: 2661-8907), Springer, 1, 207, 2020, https://doi.org/10.1007/s42979-020-00210-2 

2019

• P-H. Huynh, V-H. Nguyen, T-N. Do. Novel hybrid DCNN-SVM model for classifying RNA-Sequencing gene expression data. in Journal of Information & Telecommunication (ISSN: 2475-1847), Vol.3(4): 533-547, Taylor & Francis, 2019, https://doi.org/10.1080/24751839.2019.1660845

• P-H. Huynh, V-H. Nguyen, T-N. Do. Enhancing gene expression classification of support vector machines with generative adversarial networks. in Journal of Information and Communication Convergence Engineering (ISSN : 2234-8883), Vol.17(1):14-20, 2019, https://doi.org/10.6109/jicce.2019.17.1.14

• P-H. Huynh, V-H. Nguyen, and T-N. Do. A combined enhancing and feature extraction algorithm to improve learning accuracy for gene expression classification. in proc. of Intl Conf. on Future Data and Security Engineering 2019 (FDSE 2019), Springer, 2019, pp. 255-273.

• M-T Truong, H-T Nguyen, H-A Le, P-H Huynh, V-H Nguyen, Giải pháp quản lý tài sản ngăn chặn bằng công nghệ BLOCKCHAIN. Kỷ yếu Hội nghị Quốc gia lần thứ 12 về Nghiên cứu cơ bản và ứng dụng Công Nghệ thông tin (FAIR).

2018

• P-H. Huynh, V-H. Nguyen, and T-N. Do. A coupling support vector machines with the feature learning of deep convolutional neural networks for classifying microarray gene expression data. Modern Approaches for Intelligent Information and Database Systems, Springer, pp. 233-243, 2018.

• P-H. Huynh, V-H. Nguyen, and T-N. Do. Random ensemble oblique decision stumps for classifying gene expression data. in proc. of Intl Symposium on Information and Communication Technology 2018 (SoICT 2018), pp.137-144.

• Đoàn Thanh Nghị, Nguyễn Văn Hòa, Huỳnh Phước Hải, Lê Hoàng Anh, Nguyễn Hoàng Tùng, Lê Minh Tuấn Lâm. Xây dựng hệ thống cơ sở dữ liệu và phần mềm quản lý hoạt động nghiên cứu khoa học và công nghệ. Journal of Science An Giang University, 2018.

2015-2017

• P-H Huynh, V-H Nguyen, T-N. Do, So sánh mô hình học sâu với các phương pháp học tự động khác trong phân lớp dữ liệu biểu hiện gen. FAIR 2017 Đà Nẵng.

• T-D. Truong, P-H. Huynh, V-H. Nguyen. Xây dựng hệ thống hỗ trợ nhật ký điện tử và truy nguồn gốc tôm càng xanh theo tiêu chuẩn VietGap tại xã Phú Thuận, Thoại Sơn. Hội thảo CNTT toàn quốc NCIT-CTU17, 2017.

• P-H Huynh, V-H Nguyen. Approach to assembly of chloroplast genome. Journal of Science Can Tho University, 9-16, 2015.

• P-H Huynh, V-H Nguyen. New approach to assembly of chloroplast genome. Journal of Science An Giang University 4 (2015), 58, 2015.

• Huỳnh Phước Hải, Nguyễn Văn Hòa. Quy trình lắp ráp bộ gen Chloroplast. Tạp chí Khoa học Trường Đại học Cần Thơ, Trang 9-16, 2015.