Ngoc Phien Nguyen

According to our database, Ngoc Phien Nguyen authored at least 13 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Systematic Survey on Privacy-Preserving Architectures for IoT and Vehicular Data Sharing: Techniques, Challenges, and Future Directions.

Phat T. Tran-Truong, Vinh X. Q. Nguyen, Ha Xuan Son, Phien Nguyen Ngoc, Khanh H. Vo, Triet M. Nguyen

CoRR, March, 2026

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

Phat T. Tran-Truong, Trung D. Mai, Ha Xuan Son, Nguyen Ngoc Phien, Tuan T. Le, Triet M. Nguyen, Khanh H. Vo, Bang K. Le, Ngan T. K. Nguyen, Minh N. Nguyen, Anh T. Nguyen, Tung Q. Nguyen

Pervasive Mob. Comput., 2026

POP2TIC: Performance optimization for privacy-preserving fog computing using TEE and intelligent caching.

Phat T. Tran-Truong, Trung D. Mai, Ha Xuan Son, Ngoc Phien Nguyen, Bang K. Le, Khanh H. Vo, Ngan N. T. Kim, Triet M. Nguyen, Anh T. Nguyen

J. Netw. Comput. Appl., 2026

LiteFormer: A lightweight encoder-only Transformer for efficient financial time series forecasting across global stock indices.

Nguyen Quoc Anh, Tran Truong Tuan Phat, Ha Xuan Son, Thai Thi Thanh Nhan, Nguyen Ngoc Phien, Trung Phan Hoang Tuan, Ngan Nguyen Thi Kim

Eng. Appl. Artif. Intell., 2026

PrivacyGuard: A hierarchical privacy-preserving framework for IoT-fog-cloud architectures.

Phat T. Tran-Truong, Trung D. Mai, Ha Xuan Son, Phien Nguyen Ngoc, Bang K. Le, Hong Khanh Vo, Ngan N. T. Kim, Triet M. Nguyen, Anh T. Nguyen

Comput. Networks, 2026

Graph Neural Networks for Collaborative Filtering: A Survey on Ranking Prediction.

Tin T. Tran, Loc Tan Nguyen, Nguyen Ngoc Phien

IEEE Access, 2026

2025

CI2P-MedHFDroid: a context-aware individual privacy preferences model for medical, health & fitness android apps.

Nguyen Ngoc Phien, Phat T. Tran-Truong, Ha Xuan Son, Vo H. Khanh, Triet M. Nguyen, Luong H. Huong, Bang K. Le, Ngan Nguyen T. K.

Int. J. Inf. Sec., August, 2025

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

Nguyen Thi Hoang Phuong, Hieu Nguyen Van, Xuan Nguyen Thi Thanh, Phien Nguyen Ngoc

Informatica (Slovenia), 2025

2023

Strategies of Multi-Step-ahead Forecasting for Chaotic Time Series using Autoencoder and LSTM Neural Networks: A Comparative Study.

Ngoc Phien Nguyen, Tuan Anh Duong, Jan Platos

Proceedings of the 5th International Conference on Image Processing and Machine Vision, 2023

2021

A Comparison between Deep Belief Network and LSTM in Chaotic Time Series Forecasting.

Nguyen Ngoc Phien, Duong Tuan Anh, Jan Platos

Proceedings of the MLMI 2021: The 4th International Conference on Machine Learning and Machine Intelligence, Hangzhou, China, September 17, 2021

2019

An Efficient Method for Discovering Variable-length Motifs in Time Series based on Suffix Array.

Nguyen Ngoc Phien, Nguyen Trong Nhan, Duong Tuan Anh

Proceedings of the Tenth International Symposium on Information and Communication Technology, 2019

2018

An Efficient Method for Estimating Time Series Motif Length Using Sequitur Algorithm.

Nguyen Ngoc Phien

Proceedings of the Machine Learning and Intelligent Communications, 2018

2016

A Data Mining-Based Approach for Exploiting the Characteristics of University Lecturers.

Thuc-Doan Do, Thuy-Van T. Duong, Nguyen Ngoc Phien

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016