Muhammad Tausif Irshad

Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation

Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad et al. · Sensors · 2023 · 27 citations · Full text

Sleep Disorders, Engineering, Machine Learning +23

The Symphony of Team Flow in Virtual Teams. Using Artificial Intelligence for Its Recognition and Promotion

Corinna Peifer, Anita Pollak, Olaf Flak et al. · Frontiers in Psychology · 2021 · 22 citations · Full text

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors

Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang et al. · Sensors · 2022 · 22 citations · Full text

Wearable System, Engineering, Machine Learning +17

Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data

Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar et al. · Computers in Biology and Medicine · 2023 · 18 citations · Full text

Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning

Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad et al. · Computers in Biology and Medicine · 2023 · 13 citations · Full text