LINKS

• Homepage: https://sites.google.com/view/phuochaihuynh/

• Wos: https://www.webofscience.com/wos/author/record/AAX-7499-2021

• Scopus: https://www.scopus.com/authid/detail.uri?authorId=57201071966

• Dblp: https://dblp.uni-trier.de/pid/215/6623.html

• ORCID: https://orcid.org/0000-0001-8348-9267

• Google Scholar: https://scholar.google.com/citations?hl=vi&user=pknarw0AAAAJ

• Research Gate: https://www.researchgate.net/profile/Phuoc-Hai-Huynh/stats

• Linkedin: www.linkedin.com/in/hphai 

ACADEMIC RECORDS

Ph.D. Student in Information Sy stem. Nov 2016 - 2020

• Assoc. Prof. Dr. Thanh-Nghi Do and Dr. Van Hoa Nguyen

• Dissertation: Effective model for gene expression data analysis Download

Master in Information System. Jan 2014 - July 2016

• Can Tho University, Vietnam

• Advisor: Dr. Van-Hoa Nguyen

• Thesis: New approach to assembly of chloroplast genome Download

Information System. 2003 - 2007

• An Giang University, Vietnam

• Advisor: Dr. Thanh-Nghi Doan

• Thesis: Student Management System

RESEARCH INTERESTS

• Data mining with support vector machines, ensemble methods, deep learning 

• Mining complex data: very-high-dimensional and small samples, imbalanced datasets

• Machine learning in medical data, heath data

EXPERIENCE

• 2008-present: Lecturer at Software Engineering Department, An Giang University, Vietnam.

• Teaching: Data Mining, Machine Learning, Web Programming (PHP-MySQL), Python Programming, Project Management Software, Software Testing and Quality Assurance, Professional Skills in IT, Artificial Intelligence, Python Programming

• 2018-2019: Technical manager at Leopard Solutions JSC

• 2019-2022: Information Technology Advisory Expert at VNSP SOFTWARE JSC

PUBLICATIONS

2024

• 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. CITA 2024

• Thi-Diem Truong, Phuoc-Hai Huynh, Van Hoa Nguyen and Thanh-Nghi Do. Multi-modal image-text fusion for respiratory disease classification. CITA 2024

• 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

• M. Y., S. Syaifudin, B. G. Irianto, and P.-H. Huynh, “Non-contact Respiration Monitoring Using Bio- Radar Sensor Based on Linear Regression Classifier”, Teknokes, vol. 17, no. 1, pp. 57-62, Mar. 2024.

• Y. F. Zamzam, T. H. Saragih, R. Herteno, Muliadi, D. T. Nugrahadi, and P.-H. Huynh, “Comparison of CatBoost and Random Forest Methods for Lung Cancer Classification using Hyperparameter Tuning Bayesian Optimization-based”, j.electron.electromedical.eng.med.inform, vol. 6, no. 2, Mar. 2024.

2023

• 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

• Friza Servile, Andjar Pudji, Ridha Ma’ruf, Triwiyanto, Syaifuddin, Tribowo, P-H Huynh. Web-Based Incubator Analyzer Effectiveness And Efficiency Analysis Using ISO:IEC 25022. in Lecture Notes in Electrical Engineering, 2022. Link

• S. Septiana, S. Syaifudin, A. M. Maghfiroh, and P.-H. Huynh, “Design of Incu Analyzer for IOT based Baby Incubator Calibration (Chamber Temperature)”, Teknokes, vol. 16, no. 3, pp. 138-145, Nov. 2023.

2022

• A. F. Rohman, M. R. Mak’ruf, T. Triwiyanto, L. Lamidi, and P-H. Huynh, “Analysis of the Effectiveness of Using Digital Filters in Electronic Stethoscopes”, j.electron.electromedical.eng.med.inform, vol. 4, no. 4, pp. 229-234, Oct. 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. 

BOOKS

• Giáo trình Lập trình Python, Huỳnh Phước Hải, Nguyễn Văn Hòa, NXB Đại học Quốc Gia TP Hồ Chí Minh, 2022.

• Giáo trình Lập trình Web, Đoàn Thanh Nghị, Nguyễn Minh Vi, Thiều Thanh Quang Phú, Huỳnh Phước Hải, NXB Đại học Quốc Gia TP Hồ Chí Minh, 2022.

PROJECTS

• 2022-2024 Chuyển đổi số trong doanh nghiệp vừa và nhỏ ở An Giang (Thư ký đề tài).

• 2021-2022 Website hỗ trợ theo dõi quá trình học tập của sinh viên trường Đại học An Giang (Chủ nhiệm).

• 2016-2018 Nghiên cứu thiết kế và xây dựng hệ thống cơ sở dữ liệu dùng chung ngành GDĐT tỉnh An Giang (Thư ký đề tài).

• 2016-2017 Xây dựng hệ thống cơ sở dữ liệu và phần mềm quản lý hoạt động nghiên cứu khoa học và công nghệ (Thành viên).

• 2016-2017 Xây dựng HTTT hỗ trợ ghi NKĐT và TNNG tôm càng xanh theo tiêu chuẩn VietGAP tại xã Phú Thuận, Thoại Sơn (Thành viên).