Hello, I'm

Dr. Nguyen Ngoc Phien

Director | Center for Applied Information Technology & Social Development Training Center

I lead cutting-edge research in time series analysis, artificial intelligence, and information security at Ton Duc Thang University, Vietnam. As Director of the Center for Applied Information Technology and Social Development Training Center, my work bridges theoretical innovation with practical applications in privacy protection, blockchain technology, and machine learning.

Dr. Nguyen Ngoc Phien
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Research Interests

My research focuses on developing innovative solutions at the intersection of artificial intelligence, data science, and information security, with applications spanning healthcare, finance, and IoT systems.

Time Series Data Mining

Advanced techniques for analyzing temporal patterns in complex datasets, including financial forecasting, sensor data analysis, and predictive modeling using deep learning architectures like Transformers and Koopman operators.

Artificial Intelligence

Exploring intelligent systems and autonomous decision-making through neural networks, evolutionary algorithms, and cognitive computing. Focus on AI ethics, explainable AI, and human-AI collaboration in real-world applications.

Machine Learning

Developing novel machine learning frameworks for real-world applications, including near-infrared spectroscopy for food quality assessment, financial time series forecasting, lightweight transformers, and intelligent decision support systems.

Information Security & Privacy

Context-aware privacy protection systems for mobile applications, particularly in healthcare domains. Winner of National Youth Innovation Award 2025 for the CI2P-MedHFDroid framework that protects vulnerable populations' personal data.

Blockchain Technology

Designing secure, decentralized frameworks for IoT ecosystems and personal data trading. Research includes blockchain-enabled solutions for wearable devices and healthcare data management with emphasis on transparency and security.

Quantum Computing Emerging

Exploring the frontiers of quantum algorithms and their applications in machine learning and cryptography. Investigating quantum-enhanced optimization techniques for complex computational problems.

25+
Publications
300+
Citations
10+
Active Projects
8
h-index

Research Projects

Leading and contributing to funded research projects advancing the frontiers of time series analysis and AI applications

Co-Principal Investigator

A WebGIS Solution for Effective Investment Promotion for Investors in Gia Lai Province, Vietnam

Department of Science and Technology of Gia Lai Province 09/01/2020 - 09/01/2023

Developed a comprehensive WebGIS platform to facilitate investment promotion and decision-making for potential investors in Gia Lai Province, integrating geospatial data with economic indicators.

Member

Time Series Forecasting Using Deep Learning

Viet Nam National University Ho Chi Minh City 05/09/2020 - 05/09/2021

Contributed to research on advanced deep learning techniques for time series forecasting, collaborating with researchers from VNU-HCM to develop scalable prediction models.

Research Impact: These projects have resulted in multiple high-impact publications in Q1 journals and have contributed to advancing the state-of-the-art in time series analysis and AI applications.

Recent Publications

High-impact research published in leading international journals and conferences

2026

SecureWearTrade: A comprehensive blockchain-enabled IoT framework for secure personal data trading from wearable devices

Phat Trung Tran-Truong, Trung Duc Mai, Ha Xuan Son, Phien Ngoc Nguyen*, Tuan Thanh Le, Triet Minh Nguyen, Khanh Huy Vo, Bang Khoa Le, Ngan Thi Kim Nguyen, Minh Nhat Nguyen, Anh Tuan Nguyen, and Tung Quang Nguyen
Pervasive and Mobile Computing vol. 115, Art. no. 102130 Q1 Journal
2025

Advances in Machine Learning Framework for Near-Infrared Spectroscopy: A Taxonomic Review on Food Quality Assessment

Phuong, N. T. H., Nguyen Van, H., Nguyen Thi Thanh, X., & Nguyen Ngoc, Phien*
Informatica 49(11) Q3 Journal

For a complete list of publications, visit my profiles:

Teaching & Mentorship

Passionate about nurturing the next generation of computer scientists and fostering innovation through collaborative research

Current Courses

Software Engineering

Undergraduate & Graduate • Design patterns, software architecture, agile methodologies, and modern development practices

Web Application Development

Undergraduate • Full-stack development, RESTful APIs, modern frameworks, database design, and cloud deployment

.NET Technology

Undergraduate • C# programming, ASP.NET Core, Entity Framework, and enterprise application development

Java Technology

Undergraduate • Java programming, Spring Framework, Hibernate, and enterprise Java applications

Machine Learning

Graduate • Supervised and unsupervised learning, neural networks, model evaluation, and practical applications

Deep Learning

Graduate • Advanced neural architectures, CNNs, RNNs, Transformers, and cutting-edge research topics

Student Supervision

2+
Graduate Students Supervised
50+
Undergraduate Projects
8
Co-authored Publications

Available Research Topics

  • Time series data mining
  • Privacy-preserving machine learning for healthcare applications
  • Blockchain-enabled IoT security frameworks
  • Quantum-enhanced optimization algorithms
  • DNN architectures for financial forecasting
  • Federated learning for distributed systems

Prospective students: I'm always looking for motivated graduate students interested in AI, machine learning, and information security. If you're interested in working with me, please send your CV and research interests to my email.

Academic Services

Active contributions to the academic community through leadership, peer review, and professional service

Administrative Leadership

  • Director, Center for Applied Information Technology Ton Duc Thang University, 2014 - Present
  • Director, Social Development Training Center Ton Duc Thang University, 2024 - Present

Editorial & Peer Review

  • IEEE Access 208 manuscripts reviewed • 2023 - Present
  • Computers & Electrical Engineering 13 manuscripts reviewed • 2023 - Present
  • Engineering Applications of Artificial Intelligence 2 manuscripts reviewed • 2024 - Present
  • IEEE Transactions on Industrial Informatics 1 manuscript reviewed • 2024
  • Intelligenza Artificiale 1 manuscript reviewed • 2024
  • Chinese Physics C (中国物理学刊) 1 manuscript reviewed • 2024

Conference Organization

  • Special Session Chair - Time Series Analytics ICCIES 2026 (International Conference on Computational Intelligence and Emerging Systems)
  • Technical Program Committee Member ICCIA (International Conference on Computational Intelligence and Applications)
  • Technical Program Committee Member IPMV (International Conference on Image Processing and Machine Vision)
  • Technical Program Committee Member CIMSP (International Conference on Computer and Information Systems & Signal Processing)
  • Technical Program Committee Member ICGIP (International Conference on Graphics and Image Processing)

Research Collaboration

  • Collaborative Research Partner RMIT University Vietnam
  • International Collaboration Technical University of Ostrava, Czech Republic
  • Industry Partnership Various technology companies and research institutes

Professional Memberships

  • IEEE Member Institute of Electrical and Electronics Engineers
  • ACM Member Association for Computing Machinery

Awards & Honors

Recognition for contributions to computer science research and innovation

2025

National Youth Innovation Award

Vietnam

Awarded for outstanding research contribution in developing the CI2P-MedHFDroid framework—a context-aware privacy protection system for medical applications. The 32-month project demonstrated significant impact in protecting vulnerable populations' personal data through AI-driven solutions.

2025

Certificate of Merit for Outstanding Achievements

Ton Duc Thang University

Recognized for outstanding achievements in emulation movement during 2020-2025. Excellence in research, leadership, and institutional development.

PhD with Distinction

Technical University of Ostrava, Czech Republic

Doctoral degree in Computer Science awarded with distinction for research excellence in Time series data mining.

Media Coverage

Featured in national media for research contributions and educational technology initiatives

Thanh Niên News

Tiến sĩ người Việt bảo vệ quyền riêng tư cho ứng dụng y tế

Coverage of the CI2P-MedHFDroid framework and National Youth Innovation Award 2025

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Vietnam.vn (English)

Vietnamese PhD defends privacy rights for healthcare app

Featured coverage of CI2P-MedHFDroid research and National Youth Innovation Award 2025 on Vietnam's official national web portal

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Thanh Niên News

Hiểm họa những video giả từ AI

Expert analysis on the dangers of AI-generated deepfake videos and how to identify and protect against them

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Vietnam.vn

Tiến sĩ người Việt bảo vệ quyền riêng tư cho ứng dụng y tế

Đưa tin về công trình CI2P-MedHFDroid và Giải thưởng Sáng tạo Thanh niên Quốc gia 2025 trên Cổng thông tin điện tử Quốc gia

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Thanh Niên News

Chàng trai có nhiều nghiên cứu khoa học trên tạp chí quốc tế

Profile and research achievements in international journals and conferences

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Thanh Niên News

Điều gì khiến phụ huynh không quên trang web trường học?

Expert commentary on educational technology and user experience in school websites

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Thanh Niên News

Gây bão Facebook với vi khuẩn ăn thịt người, tung tin giả câu like cho nổi tiếng

Analysis of misinformation and social media behavior from information security perspective

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Thanh Niên News

Điện thoại phát nổ, học sinh tử vong: Làm sao để học trực tuyến không thập thơm?

Expert guidance on online learning safety and device security for students

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Thanh Niên News

Yếu tố nào ảnh hưởng đến việc học sinh chọn trường đại học?

Research insights on factors influencing university selection decisions

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Contact Information

Interested in collaboration, research opportunities, or have questions? Feel free to reach out

Office Address

CAIT, Ton Duc Thang University
19 Nguyen Huu Tho Street
Tan Hung Ward
Ho Chi Minh City, Vietnam

Academic Profiles

Google Scholar
ORCID
ResearchGate

Interested in Collaboration?

I'm always open to discussing research opportunities, potential collaborations, or speaking engagements. Whether you're a student interested in graduate studies, a researcher looking to collaborate, or an industry partner seeking expertise in AI and security, please don't hesitate to reach out.

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