Artur Piet

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

Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad et al. · Sensors · 2023 · 28 citations · Full text

Computing, Computer Science, Data Mining +16

SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors

Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang et al. · Sensors · 2022 · 25 citations · Full text

Computing, Computer Science, Nutrition +17

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 · 15 citations · Full text

Medicine, Data Science, Nutritional Sciences +17

[Regular Paper] Biomedical Data Acquisition and Processing to Recognize Emotions for Affective Learning

Armin Gruenewald, David Kroenert, Jonas Poehler et al. · 2018 · 11 citations

Engineering, Bioengineering, Biomedical Engineering +17

The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques

Rafał Doniec, Natalia Piaseczna, Konrad Duraj et al. · Systems and Soft Computing · 2024 · 10 citations · Full text

Computing, Computer Science, Vision Science +17