Wigner filtering with smooth roll-off boundary for differentiation of noisy non-stationary signals. - Apostolos Georgakis; Lampros K. Stergioulas; Giannis Giakas (Signal Process., 2002)

Fatigue analysis of the surface EMG signal in isometric constant force contractions using the averaged instantaneous frequency. - Apostolos Georgakis; Lampros K. Stergioulas; Giannis Giakas (IEEE Trans. Biomed. Eng., 2003)

Subject Recognition Based on Ground Reaction Force Measurements of Gait Signals. - Serafeim P. Moustakidis; John B. Theocharis; Giannis Giakas (IEEE Trans. Syst. Man Cybern. Part B, 2008)

Fostering Social Interaction of Home-Bound Elderly People: The EasyReach System. - Roberto Bisiani; Davide Merico; Stefano Pinardi; Matteo Dominoni; Amedeo Cesta; Andrea Orlandini; Riccardo Rasconi; Marco Suriano; Alessandro Umbrico; Orkunt Sabuncu; Torsten Schaub; Daniela D'Aloisi; et al. (IEA/AIE, 2013)

A Machine Learning workflow for Diagnosis of Knee Osteoarthritis with a focus on post-hoc explainability. - Christos Kokkotis; Serafeim P. Moustakidis; Elpiniki Papageorgiou; Giannis Giakas; Dimitrios Tsaopoulos (IISA, 2020)