Publications

Partner(s)AuthorsJournal / ConferenceTitleDateLink
JSI, FBKN. Reščič, O. Mayora, C. Eccher and M. LuštrekNutrients, Vol 14, No. 19, 3943 (2022)Food Frequency Questionnaire Personalisation Using Multi-Target RegressionOctober 2022Link
UKIMM. Gjoreski, I. Kiprijanovska, S. Stankoski, I. Mavridou, M. J. Broulidakis, H. Gjoreski and C. NdukaNature Scientific Records, Vol. 12, 16876 (2022)Facial EMG sensing for monitoring affect using a wearable deviceOctober 2022Link
UKIM, JSIV. Srbinoski, D. Denkovski, E. Kizhevska and H. GjoreskiPervasive Health and Smart Sensing Conference at the Information Society 2022Android Integration of a Machine Learning Pipeline for Human Activity RecognitionOctober 2022Link
UKIM, HPIA. Cholakoska, B. Jakimovski, B. Pfitzner, H. Gjoreski, B. Arnrich, M. Kalendar and D. EfnushevaPervasive Health and Smart Sensing Conference at the Information Society 2022Network Anomaly Detection using Federated Learning for the Internet of ThingsOctober 2022Link
UKIMA. Nikoloski, P. Poposki, I. Kiprijanovska, S. Stankoski, M. Gjoreski, C. Nduka and H. GjoreskiPervasive Health and Smart Sensing Conference at the Information Society 2022Speaking Recognition with Facial EMG SensorsOctober 2022Link
FC.IDV. Lobo, D. Branco, T. Guerreiro, R. Bouça-Machado, J. Ferreira and The CNS Physiotherapy Study GroupPervasive Health and Smart Sensing Conference at the Information Society 2022Machine-learning models for MDS-UPDRS III Prediction: A comparative study of features, models, and data sourcesOctober 2022Link
FC.ID, UKIML. Ingelse, D. Branco, H. Gjoreski, T. Guerreiro, R. Bouça-Machado, J. Ferreira and The CNS Physiotherapy Study GroupMDPI Sensors, Vol. 22, No. 11, 3980 (2022)Personalised Gait Recognition for People with Neurological ConditionsMay 2022Link
UKIM, JSIS. Kalabakov, S. Stankoski, I. Kiprijanovska, A. Andova, N. Reščič, V. Janko,, M. Gjoreski, M. Gams and M. LuštrekMDPI Sensors, Vol. 22, No. 10, 3613 (2022)What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei ChallengesMay 2022Link
UKIMS. Stankoski, I. Kiprijanovska, I. Mavridou, C. Nduka, H. Gjoreski and M. GjoreskiMDPI Sensors, Vol. 22, No. 6, 2079 (2022)Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine LearningMarch 2022Link
UKIM, HPIA. Cholakoska, B. Pfitzner, H. Gjoreski, V. Rakovic, B. Arnrich and M. KalendarUbicomp 2021Differentially Private Federated Learning for Anomaly Detection in eHealth NetworksSeptember 2021Link
FC.ID, UKIMD. Branco, P. Carrington, S. Del Din, A. Doryab, H. Gjoreski, T. Guerreiro, R. McNaney, K. Montague, A. Pradhan, A. Rodrigues and J. VegaUbicomp 2021Wild by Design: Workshop on Designing Ubiquitous Health Monitoring Technologies for Challenging EnvironmentsSeptember 2021Link
UKIM, HPIA. Cholakoska, V. Rakovic, H. Gjoreski, B. Pfitzner, B. Arnrich and M. KalendarETAI 2021Machine Learning based Anomaly Detection in Ambient Assisted Living EnvironmentsSeptember 2021Link
UKIM, FBKB. Velichkovska, H. Gjoreski, D. Denkovski, M. Kalendar, L. Celi and V. OsmaniETAI 2021Investigating Presence of Ethnoracial Bias in Clinical Data using Machine LearningSeptember 2021Link
JSI, UKIMS. Kalabakov, M. Gjoreski, H. Gjoreski, and M. GamsInformatica, Vol 45, No. 2 (2021)Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable SensorsJuly 2021Link
JSI, UKIMM. Gjoreski, B. Mahesh, T. Kolenik, J. Uwe-Garbas, D. Seuss, H. Gjoreski, M. Luštrek, M. Gams and V. PejovićIEEE Access, Vol 9 (2021)Cognitive Load Monitoring with Wearables - Lessons Learned from a Machine Learning Challenge
June 2021Link
JSI, UKIMS. Stankoski, M. Jordan, H. Gjoreski, and M. LuštrekMDPI Sensors, Vol. 21, No. 5, 1902 (2021)Smartwatch-Based Eating Detection: Data Selection for Machine Learning from Imbalanced Data with Imperfect LabelsMarch 2021Link