Ngoc-Dau Mai

18 papers C 1Journal 8Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
End-to-End EEG-Based Stress Detection: A Benchmark Using Repurposed DEAP and Russell's Circumplex Model.
IEEE Access
Dong-Eon Kim, Ha-Trung Nguyen, Ngoc-Dau Mai, Le Bao, Hyunsu Lee
2026 J jnl
Optimized XGBoost for Multimodal Affective State Classification Using In-Ear PPG and Behind-the-Ear EEG Signals.
IEEE J. Biomed. Health Informatics
Hika Barki Dalju, Ngoc-Dau Mai, Wan-Young Chung
2025 J jnl
Multimodal Driver Drowsiness Detection Using Facial Expressions and Ear-EEGs With a Lightweight Auto-Denoising Network.
IEEE Trans. Intell. Transp. Syst.
Ngoc-Dau Mai, Ha-Trung Nguyen, Wan-Young Chung
2025 J jnl
On-Chip Mental Stress Detection: Integrating a Wearable Behind-The-Ear EEG Device With Embedded Tiny Neural Network.
IEEE J. Biomed. Health Informatics
Ngoc-Dau Mai, Wan-Young Chung
2025 J jnl
Self-Powered Meat Freshness Monitoring With GAN-Optimized 3-D Antenna and Ensemble Learning.
IEEE Trans. Instrum. Meas.
Yudi April Nando, Ngoc-Dau Mai, Wan-Young Chung
2025 J jnl
Wearable Ear-Centric Physiological Sensing With On-Edge Physics-Informed Neural Networks for Negative Mental State Detection.
IEEE Internet Things J.
Ngoc-Dau Mai, Yudi April Nando, Wan-Young Chung
2024 — conf
Deep Learning-Enhanced EMG Armband with an Interactive Game for Effective Wrist Rehabilitation.
IEEE SENSORS
Truong-Tien Vo, Ngoc-Dau Mai, Jaeyeop Choi, Junghwan Oh
2024 — conf
End-to-End Processing-on-Chip Wearable Ear EEG Device with Tiny Neural Network for Multilevel Stress Detection.
IEEE SENSORS
Ngoc-Dau Mai, Yudi April Nando, Wan-Young Chung
2024 — conf
Ensemble Learning-Based Pork Freshness Classification with a Batteryless Sensor Tag.
IEEE SENSORS
Yudi April Nando, Ngoc-Dau Mai, Wan-Young Chung
2024 C conf
Wearable Ear EEG Device for Emotion Recognition in Human-Robot Interaction.
CW
Ngoc-Dau Mai, Kentaro Go, Xiaoyang Mao, Wan-Young Chung
2023 — conf
Ear-EEG Based-Driver Fatigue Detection System Augmented by Computer Vision.
IHCI (1)
Ngoc-Dau Mai, Ha-Trung Nguyen, Wan-Young Chung
2023 — conf
On-Device Deep Learning-based Multiple Behavior Detection using IMU Motion Sensors.
ICUFN
Dong-Eon Kim, Ngoc-Dau Mai, Dong Seog Han
2023 J jnl
Real-Time On-Chip Machine-Learning-Based Wearable Behind-The-Ear Electroencephalogram Device for Emotion Recognition.
IEEE Access
Ngoc-Dau Mai, Ha-Trung Nguyen, Wan-Young Chung
2022 — conf
EEG-Based Key Generation Cryptosystem for Strengthening Security of Blockchain Transactions.
ICHI
Ngoc-Dau Mai, Ha-Trung Nguyen, Wan-Young Chung
2022 — conf
IoT-based Meat Quality Monitoring System using Computer Vision and Air Quality Sensor.
IEEE SENSORS
Dong-Eon Kim, Ngoc-Dau Mai, Wan-Young Chung
2021 — conf
A Built-in Concentration Level Prediction Device for Neuro Training System Based on EEG Signal.
ICHI
Ha-Trung Nguyen, Ngoc-Dau Mai, Jong-Jin Kim, Wan-Young Chung
2021 J jnl
Affective Computing on Machine Learning-Based Emotion Recognition Using a Self-Made EEG Device.
Sensors
Ngoc-Dau Mai, Boon-Giin Lee, Wan-Young Chung
2020 — conf
Deception Detection Using a Multichannel Custom-Design EEG System and Multiple Variants of Neural Network.
IHCI (1)
Ngoc-Dau Mai, Trung-Hau Nguyen, Wan-Young Chung