Muhammad Tausif Irshad

12 papers Journal 9Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Assessment of quality of electrocardiograms, seismocardiograms, and gyrocardiograms based on features derived from symmetric projection attractor reconstruction in healthy subjects. Biomed. Signal Process. Control. Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Rafal Doniec, Pawel Kostka, Ewaryst Tkacz, Marcin Grzegorzek
2025	J	`jnl`	Machine learning models for wearable-based human activity recognition: A comparative study. Neurocomputing Gabriela Ciortuz, Hawzhin Hozhabr Pour, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Sebastian J. F. Fudickar
2023	J	`jnl`	A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek
2023	—	`conf`	Assessment of Quality of Gyrocardiograms Based on Features Derived from Symmetric Projection Attractor Reconstruction. iWOAR Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Ewaryst Tkacz, Marcin Grzegorzek
2023	—	`conf`	Exploring the Benefits of Time Series Data Augmentation for Wearable Human Activity Recognition. iWOAR Md. Abid Hasan, Frédéric Li, Artur Piet, Philip Gouverneur, Muhammad Tausif Irshad, Marcin Grzegorzek
2023	J	`jnl`	Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning. Comput. Biol. Medicine Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad, Artur Piet, Muhammad Adeel Nisar, Christian Sina, Marcin Grzegorzek
2023	J	`jnl`	Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek
2023	J	`jnl`	Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. Sensors Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek
2023	—	`conf`	Symmetric Projection Attractor Reconstruction Analysis as a Method to Assess Seismocardiogram Quality in a Healthy Population. EMBC Szymon Siecinski, Muhammad Tausif Irshad, Md. Abid Hasan, Ewaryst J. Tkacz, Pawel S. Kostka, Marcin Grzegorzek
2023	J	`jnl`	Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine 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
2022	J	`jnl`	SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek
2020	J	`jnl`	AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Philip Gouverneur, Marion Rapp, Marcin Grzegorzek