Muhammad Tausif Irshad

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Wearable Sensors

Top Venues

Comput. Biol. Medicine

Publications

Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar, Xinyu Huang, Martje Buss, Leonie Kloep, Corinna Peifer, Barbara Kozusznik, Anita Pollak, Adrian Pyszka, Olaf Flak, Marcin Grzegorzek
Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine 166 (2023)
Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad, Artur Piet, Muhammad Adeel Nisar, Christian Sina, Marcin Grzegorzek
Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning. Comput. Biol. Medicine 166 (2023)
Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek
Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. Sensors 23 (7) (2023)
Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek
A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. Sensors 23 (19) (2023)
Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Ewaryst J. Tkacz, Pawel S. Kostka, Marcin Grzegorzek
Symmetric Projection Attractor Reconstruction Analysis as a Method to Assess Seismocardiogram Quality in a Healthy Population. EMBC (2023)
Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors 23 (12) (2023)
Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Ewaryst Tkacz, Marcin Grzegorzek
Assessment of Quality of Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor Reconstruction. iWOAR (2023)
Md. Abid Hasan, Frédéric Li, Artur Piet, Philip Gouverneur, Muhammad Tausif Irshad, Marcin Grzegorzek
Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition. iWOAR (2023)
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors 22 (20) (2022)
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Philip Gouverneur, Marion Rapp, Marcin Grzegorzek
AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review. Sensors 20 (18) (2020)