Journals

15. Kim Dong-Eon, Ha-Trung Nguyen, Ngoc-Dau Mai, Le Bao, and Hyunsu Lee. "End-to-End EEG-Based Stress Detection: A Benchmark Using Repurposed DEAP and Russell’s Circumplex Model." IEEE Access (2026). 

14. Chellakannu Rajkumar, Ngoc-Dau Mai, Suganthy Ramamoorthy, Urwa Shahi, Lionel Nkenyereye, Kwon Taek Lim, Wan-Young Chung, Tae Hwan Oh. "Machine learning–integrated electrochemical sensing of ciprofloxacin for digital point-of-care therapeutic drug monitoring." Microchimica Acta, Springer (2026). 

13. Ngoc-Dau Mai, Yudi April Nando, and Wan-Young Chung. "Wearable Ear-Centric Physiological Sensing with On-Edge Physics-Informed Neural Networks for Negative Mental State Detection." IEEE Internet of Things Journal (2025) {Q1, IF 8.9, Top 4.1%}. 

12. Ngoc-Dau Mai, Yudi April Nando, Yunli Lee, and Wan-Young Chung. "Quantum Stress Monitoring: Wearable In-Ear EEG Powered by Hybrid Quantum-Classical Convolutional Neural Networks." IEEE Transactions on Instrumentation and Measurement (2025) {Q1, IF 5.9, Top 8.2%}

11. Hika Barki, Ngoc-Dau Mai, and Wan-Young Chung. "Optimized XGBoost for Multimodal Affective State Classification Using In-Ear PPG and Behind-the-Ear EEG Signals." IEEE Journal of Biomedical and Health Informatics (2025) {Q1, IF 6.8, Top 3.7%}. 

10. Ngoc-Dau Mai, Ha-Trung Nguyen, and Wan-Young Chung. "Multimodal Driver Drowsiness Detection using Facial Expressions and Ear-EEGs with a Lightweight Auto-Denoising Network." IEEE Transactions on Intelligent Transportation Systems (2025) {Q1, IF 8.4, Top 2.5%}. 

9. Nando Yudi April, Ngoc-Dau Mai, and Wan-Young Chung. "Self-Powered Meat Freshness Monitoring with GAN-Optimized 3D Antenna and Ensemble Learning." IEEE Transactions on Instrumentation and Measurement (2025) {Q1, IF 5.9, Top 8.2%}

8. Ngoc-Dau Mai and Wan-Young Chung. "On-Chip Mental Stress Detection: Integrating a Wearable Behind-the-Ear EEG Device with Embedded Tiny Neural Network." IEEE Journal of Biomedical and Health Informatics (2024) {Q1, IF 6.8, Top 3.7%}. 

7. Ngoc-Dau Mai, Ha-Trung Nguyen, and Wan-Young Chung. "Deep Learning-based Wearable Ear-EEG Emotion Recognition System with Superlets-based Signal-to-Image Conversion Framework." IEEE Sensors Journal (2024) {Q1, IF 4.3, Top 19.1%}.

6. Nguyen Quoc Dung, Ngoc-Dau Mai, Van Huan Nguyen, Vijay Kakani, and Hakil Kim. "SynFAGnet: A Fully Automated Generative Network for Realistic Fire Image Generation." Fire Technology (2024): 1-23. 

5. Kim Dong-Eon, Ngoc-Dau Mai, and Wan-Young Chung. "AIoT-based Meat Quality Monitoring Using Camera and Gas Sensor with Wireless Charging." IEEE Sensors Journal (2023) {Q1, IF 4.3, Top 23%}. 

4. Nguyen Ha-Trung, Ngoc-Dau Mai, Boon Giin Lee, and Wan-Young Chung. "Behind-the-ear EEG-based wearable driver drowsiness detection system using embedded tiny neural networks." IEEE Sensors Journal (2023) {Q1, IF 4.3, Top 23%}. 

3. Ngoc-Dau Mai, Ha-Trung Nguyen, and Wan-Young Chung. "Real-Time On-Chip Machine-Learning-Based Wearable Behind-The-Ear Electroencephalogram Device for Emotion Recognition." IEEE Access 11 (2023): 47258-47271. 

2. Kim Dong-Eon, Ailing Li, Mai-Ngoc Dau, Hyun-Hee Kim, and Wan-Young Chung. "Deep learning-based smith predictor design for a remote grasping control system." Journal of Mechanical Science and Technology 36, no. 5 (2022): 2533-2545. 

1. Ngoc-Dau Mai, Boon-Giin Lee, and Wan-Young Chung. "Affective computing on machine learning-based emotion recognition using a self-made EEG device." Sensors 21, no. 15 (2021): 5135. 

Conference papers

12. Ngoc-Dau Mai, Kentaro Go, Xiaoyang Mao and Wan-Young Chung. "Wearable Ear EEG Device for Emotion Recognition in Human-Robot Interaction." In Cyberworlds2024, pp. 1-5. IEEE, 2024. 

11. Nando Yudi April, Ngoc-Dau Mai, and Wan-Young Chung. "Ensemble Learning-Based Pork Freshness Classification with a Batteryless Sensor Tag." In 2024 IEEE SENSORS, pp. 1-4. IEEE, 2024. 

10. Vo Truong-Tien, Ngoc-Dau Mai, Jaeyeop Choi, and Junghwan Oh. "Deep Learning-Enhanced EMG Armband with an Interactive Game for Effective Wrist Rehabilitation." In 2024 IEEE SENSORS, pp. 1-4. IEEE, 2024. 

9. Ngoc-Dau Mai, Yudi April Nando, and Wan-Young Chung. "End-to-End Processing-on-Chip Wearable Ear EEG Device with Tiny Neural Network for Multilevel Stress Detection." In 2024 IEEE SENSORS, pp. 1-4. IEEE, 2024. 

8. Ngoc-Dau Mai, Hika Barki, and Wan-Young Chung. "A Wearable BTE-EEG Embedded Device for Emotion Monitoring with Quantum Machine Learning." In 2024 Tenth International Conference on Communications and Electronics (ICCE), pp. 562-566. IEEE, 2024. 

7. Ngoc-Dau Mai, Ha-Trung Nguyen, and Wan-Young Chung. "Ear-EEG Based-Driver Fatigue Detection System Augmented by Computer Vision." In International Conference on Intelligent Human Computer Interaction, pp. 99-105. Cham: Springer Nature Switzerland, 2023. 

6. Kim Dong-Eon, Ngoc-Dau Mai, and Dong Seog Han. "On-Device Deep Learning-based Multiple Behavior Detection using IMU Motion Sensors." In 2023 Fourteenth International Conference on Ubiquitous and Future Networks (ICUFN), pp. 194-197. IEEE, 2023. 

5. Kim Dong-Eon, Ngoc-Dau Mai, and Wan-Young Chung. "IoT-based Meat Quality Monitoring System using Computer Vision and Air Quality Sensor." In 2022 IEEE Sensors, pp. 1-4. IEEE, 2022. 

4. Ngoc-Dau Mai, Ha-Trung Nguyen, and Wan-Young Chung. "EEG-Based Key Generation Cryptosystem for Strengthening Security of Blockchain Transactions." In International Conference on Intelligent Human Computer Interaction, pp. 504-509. Cham: Springer Nature Switzerland, 2022. 

3. Nguyen Ha-Trung, Ngoc-Dau Mai, Jong-Jin Kim, and Wan-Young Chung. "A Built-in Concentration Level Prediction Device for Neuro Training System Based on EEG Signal." In International Conference on Intelligent Human Computer Interaction, pp. 568-573. Cham: Springer International Publishing, 2021. 

2. Ngoc-Dau Mai, Nguyen Mai Hoang Long, and Wan-Young Chung. "1D-CNN-based BCI system for detecting Emotional states using a Wireless and Wearable 8-channel Custom-designed EEG Headset." In 2021 IEEE International Conference on Flexible and Printable Sensors and Systems (FLEPS), pp. 1-4. IEEE, 2021. 

1. Ngoc-Dau Mai, Trung-Hau Nguyen, and Wan-Young Chung. "Deception detection using a multichannel custom-design EEG system and multiple variants of neural network." In Intelligent Human Computer Interaction: 12th International Conference, IHCI 2020, Daegu, South Korea, November 24–26, 2020, Proceedings, Part I 12, pp. 104-109. Springer International Publishing, 2021.