Muhammad Zubair

15 papers Journal 6Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep Representation Learning With Assisted Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition.
IEEE Trans. Comput. Soc. Syst.
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Daeyoung Kim
2025 J jnl
Deep multimodal emotion recognition using modality-aware attention and proxy-based multimodal loss.
Internet Things
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Daeyoung Kim
2024 J jnl
Deep Representation Learning With Sample Generation and Augmented Attention Module for Imbalanced ECG Classification.
IEEE J. Biomed. Health Informatics
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Daeyoung Kim
2024 J jnl
Deep Representation Learning for Multimodal Emotion Recognition Using Physiological Signals.
IEEE Access
Muhammad Zubair, Sungpil Woo, Sunhwan Lim, Changwoo Yoon
2024 — conf
Empirical Study of Attention Mechanism on Neural Ordinary Differential Equations.
ICTC
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Daeyoung Kim
2023 — conf
Federated Learning in Prediction of Dementia Stage: An Experimental Study.
ICTC
Boyun Eom, Muhammad Zubair, Dong-Hwan Park, Hyunhak Kim, Young-Ho Suh, Sunhwan Lim, Chanwon Park
2022 — conf
Anomaly Detection and Reporting System for POS.
ICEIC
Changwoo Yoon, Muhammad Zubair
2022 — conf
Conditional GAN based Collaborative Filtering with Data Augmentation for Cold-Start User.
ICTC
Sungpil Woo, Muhammad Zubair, Sunhwan Lim, Chanwon Park, Daeyoung Kim
2022 J jnl
Cost-Sensitive Learning for Anomaly Detection in Imbalanced ECG Data Using Convolutional Neural Networks.
Sensors
Muhammad Zubair, Changwoo Yoon
2021 — conf
Arrhythmia Detection Using Convolutional Neural Networks with Temporal Attention Mechanism.
ICTC
Muhammad Zubair, Sung-Pil Woo, Sunhwan Lim, Chanwon Park
2021 — conf
Metadata Modeling and Operation Flow of Problem Solving Ecosystem for ECG Data Engineering and Arrhythmia Diagnosis.
ICTC
Sungpil Woo, Young-Ho Suh, Muhammad Zubair, Boyun Eom, Dong-Hwan Park, Sunhwan Lim, Chanwon Park
2020 J jnl
Multilevel mental stress detection using ultra-short pulse rate variability series.
Biomed. Signal Process. Control.
Muhammad Zubair, Changwoo Yoon
2019 — conf
Mental Stress Assessment via Ultra-Short-Term Recordings of Photoplethysmographic Sensor.
ICCCS
Muhammad Zubair, Changwoo Yoon
2016 — conf
An Automated ECG Beat Classification System Using Convolutional Neural Networks.
ICITCS
Muhammad Zubair, Jinsul Kim, Changwoo Yoon
2015 — conf
Smart Wearable Band for Stress Detection.
ICITCS
Muhammad Zubair, Changwoo Yoon, Hyunyoung Kim, Jisu Kim, Jinsul Kim