Publications by authors named "Muhammad Tausif Irshad"

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Predicting executive functioning from walking features in Parkinson's disease using machine learning.
Artur Piet, Johanna Geritz, Pascal Garcia, Mona Irsfeld, Frédéric Li, Muhammad Tausif Irshad

Sci Rep· November 2024

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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, Artur Piet, Muhammad Adeel Nisar

Comput Biol Med· November 2023

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Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data.
Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar, Xinyu Huang, Martje Buss

Comput Biol Med· November 2023

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A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors.
Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek

Sensors (Basel)· October 2023

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Symmetric Projection Attractor Reconstruction Analysis as a Method to Assess Seismocardiogram Quality in a Healthy Population.
Szymon Siecinski, Muhammad Tausif Irshad, Md Abid Hasan, Ewaryst J Tkacz, Pawel S Kostka

Annu Int Conf IEEE Eng Med Biol Soc· July 2023

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Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks.
Rafał Doniec, Justyna Konior, Szymon Sieciński, Artur Piet, Muhammad Tausif Irshad

Sensors (Basel)· June 2023

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Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation.
Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet

Sensors (Basel)· March 2023

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SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors.
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak

Sensors (Basel)· October 2022

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The Symphony of Team Flow in Virtual Teams. Using Artificial Intelligence for Its Recognition and Promotion.
Corinna Peifer, Anita Pollak, Olaf Flak, Adrian Pyszka, Muhammad Adeel Nisar, Muhammad Tausif Irshad

Front Psychol· September 2021

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AI Approaches Towards Prechtl's Assessment of General Movements: A Systematic Literature Review.
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Philip Gouverneur, Marion Rapp, Marcin Grzegorzek

Sensors (Basel)· September 2020

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