| 30 | UKIM, JSI, HPI | O. Konak, L. Liebe, K. Postnov, F. Sauerwald, H. Gjoreski, M. Lustrek and B. Arnrich | IEEE EMBC 2023 | Overcoming Data Scarcity in Human Activity Recognition | July 2023 | Link |  |
| 29 | UKIM, HPI | S. Kalabakov, B. Jovanovski, D. Denkovski, V. Rakovic, B. Pfitzner, O. Konak, B. Arnrich and H. Gjoreski | IEEE Access, Vol. 11 (2023) | Federated Learning for Activity Recognition: A System Level Perspective | June 2023 | Link | |
| 28 | UKIM | M. Poposka, B. Jovanovski, V. Rakovic, D. Denkovski and Z. Hadzi-Velkov | IEEE Communications Letters, Vol. 27, No. 8 (2023) | Resource Allocation of NOMA Communication Systems for Federated Learning | June 2023 | Link | |
| 27 | UKIM | B. Sazdov, M. Tashkovska, S. Krsteski, B. Jovanovski, S. Kalabakov, V. Rakovic, D. Denkovski and H. Gjoreski | IWSSIP 2023 | Prediction of Hospital Readmission using Federated Learning | June 2023 | Link | |
| 26 | UKIM, FC.ID | I. Kiprijanovska, F. Panchevski, S. Stankoski, M. Gjoreski, J. Archer, J. Broulidakis, I. Mavridou, B. Hayes, T. Guerreiro, C. Nduka and H. Gjoreski | MIPRO 2023 | Smart Glasses for Gait Analysis of Parkinson’s Disease Patients | June 2023 | Link | |
| 25 | UKIM | S. Stankoski, B. Sazdov, J. Broulidakis, I. Kiprijanovska, B. Sofronievski, S. Cox, M. Gjoreski , J. Archer, C. Nduka, and H. Gjoreski | MIPRO 2023 | Recognizing Activities of Daily Living using Multi-sensor Smart Glasses | June 2023 | Link | |
| 24 | UKIM, HPI | A. Cholakoska, H. Gjoreski, V. Rakovic, D. Denkovski, M. Kalendar, B. Pfitzner and B. Arnrich | IEEE Internet Computing, Vol. 27, No. 4 (2023) | Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments | April 2023 | Link | |
| 23 | UKIM | H. Gjoreski, I. Mavridou, J. Archer, W. Archer, A. Cleal, S. Stankoski, I. Kiprijanovska, M. Fatoorechi, P. Walas, J. Broulidakis, M. Gjoreski and C. Nduka | CHI EA 2023 | OCOsense Glasses – Monitoring Facial Gestures and Expressions for Augmented Human-Computer Interaction: OCOsense Glasses for Monitoring Facial Gestures and Expressions | April 2023 | Link | |
| 22 | UKIM, FBK | B. Velichkovska, D. Denkovski, H. Gjoreski, M. Kalendar and V. Osmani | CSOC 2023 | A Survey of Bias in Healthcare: Pitfalls of Using Biased Datasets and Applications | April 2023 | Link | |
| 21 | UKIM, HPI | B. Jovanovski, S. Kalabakov, D. Denkovski, V. Rakovic, B. Pfitzner, O. Konak, B. Arnrich and H. Gjoreski | ICAIIT 2023 | Human Activity Recognition with Wearables using Federated Learning | March 2023 | Link | |
| 20 | UKIM, FC.ID, JSI, FBK | F. Brito, H. Gjoreski, O. Mayora, M. Luštrek, E. Kizhevska, J. Guerreiro, K. Gerling, S. Bermúdez i Badia and T. Guerreiro | MUM 2022 | Virtual Reality for Health and Wellbeing | November 2022 | Link | |
| 19 | JSI, FC.ID | E. Kizhevska, F. Brito, T. Guerreiro and M. Lustrek | MUM 2022 | Using Virtual Reality to elicit Empathy: a narrative review | November 2022 | Link | |
| 18 | UKIM | I. Kiprijanovska, B. Sazdov, M. Majstoroski, S. Stankoski, M. Gjoreski, C. Nduka and H. Gjoreski | MUM 2022 | Facial Expression Recognition using Facial Mask with EMG Sensors | November 2022 | Link | |
| 17 | FC.ID | J. Ferreira, F. Brito, J. Guerreiro and T. Guerreiro | MUM 2022 | Using VR and Sensors for Anxiety with Children and Adolescents | November 2022 | Link | |
| 16 | JSI, FBK | N. Reščič, O. Mayora, C. Eccher and M. Luštrek | Nutrients, Vol 14, No. 19, 3943 (2022) | Food Frequency Questionnaire Personalisation Using Multi-Target Regression | October 2022 | Link | |
| 15 | UKIM | M. Gjoreski, I. Kiprijanovska, S. Stankoski, I. Mavridou, M. J. Broulidakis, H. Gjoreski and C. Nduka | Nature Scientific Records, Vol. 12, 16876 (2022) | Facial EMG Sensing for Monitoring Affect Using a Wearable Device | October 2022 | Link | |
| 14 | UKIM, JSI | V. Srbinoski, D. Denkovski, E. Kizhevska and H. Gjoreski | Pervasive Health and Smart Sensing Conference at the Information Society 2022 | Android Integration of a Machine Learning Pipeline for Human Activity Recognition | October 2022 | Link | |
| 13 | UKIM, HPI | A. Cholakoska, B. Jakimovski, B. Pfitzner, H. Gjoreski, B. Arnrich, M. Kalendar and D. Efnusheva | Pervasive Health and Smart Sensing Conference at the Information Society 2022 | Network Anomaly Detection using Federated Learning for the Internet of Things | October 2022 | Link | |
| 12 | UKIM | A. Nikoloski, P. Poposki, I. Kiprijanovska, S. Stankoski, M. Gjoreski, C. Nduka and H. Gjoreski | Pervasive Health and Smart Sensing Conference at the Information Society 2022 | Speaking Recognition with Facial EMG Sensors | October 2022 | Link | |
| 11 | FC.ID | V. Lobo, D. Branco, T. Guerreiro, R. Bouça-Machado, J. Ferreira and The CNS Physiotherapy Study Group | Pervasive Health and Smart Sensing Conference at the Information Society 2022 | Machine-learning models for MDS-UPDRS III Prediction: A comparative study of features, models, and data sources | October 2022 | Link | |
| 10 | FC.ID, UKIM | L. Ingelse, D. Branco, H. Gjoreski, T. Guerreiro, R. Bouça-Machado, J. Ferreira and the CNS Physiotherapy Study Group | MDPI Sensors, Vol. 22, No. 11, 3980 (2022) | Personalised Gait Recognition for People with Neurological Conditions | May 2022 | Link | |
| 9 | UKIM, JSI | S. Kalabakov, S. Stankoski, I. Kiprijanovska, A. Andova, N. Reščič, V. Janko,, M. Gjoreski, M. Gams and M. Luštrek | MDPI 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 Challenges | May 2022 | Link | |
| 8 | UKIM | S. Stankoski, I. Kiprijanovska, I. Mavridou, C. Nduka, H. Gjoreski and M. Gjoreski | MDPI Sensors, Vol. 22, No. 6, 2079 (2022) | Breathing Rate Estimation from Head-Worn Photoplethysmography Sensor Data Using Machine Learning | March 2022 | Link | |
| 7 | UKIM, HPI | A. Cholakoska, B. Pfitzner, H. Gjoreski, V. Rakovic, B. Arnrich and M. Kalendar | Ubicomp 2021 | Differentially Private Federated Learning for Anomaly Detection in eHealth Networks | September 2021 | Link | |
| 6 | FC.ID, UKIM | D. Branco, P. Carrington, S. Del Din, A. Doryab, H. Gjoreski, T. Guerreiro, R. McNaney, K. Montague, A. Pradhan, A. Rodrigues and J. Vega | Ubicomp 2021 | Wild by Design: Workshop on Designing Ubiquitous Health Monitoring Technologies for Challenging Environments | September 2021 | Link | |
| 5 | UKIM, HPI | A. Cholakoska, V. Rakovic, H. Gjoreski, B. Pfitzner, B. Arnrich and M. Kalendar | ETAI 2021 | Machine Learning based Anomaly Detection in Ambient Assisted Living Environments | September 2021 | Link | |
| 4 | UKIM, FBK | B. Velichkovska, H. Gjoreski, D. Denkovski, M. Kalendar, L. Celi and V. Osmani | ETAI 2021 | Investigating Presence of Ethnoracial Bias in Clinical Data using Machine Learning | September 2021 | Link | |
| 3 | JSI, UKIM | S. Kalabakov, M. Gjoreski, H. Gjoreski, and M. Gams | Informatica, Vol 45, No. 2 (2021) | Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors | July 2021 | Link | |
| 2 | JSI, UKIM | M. Gjoreski, B. Mahesh, T. Kolenik, J. Uwe-Garbas, D. Seuss, H. Gjoreski, M. Luštrek, M. Gams and V. Pejović | IEEE Access, Vol 9 (2021) | Cognitive Load Monitoring with Wearables - Lessons Learned from a Machine Learning Challenge
| June 2021 | Link | |
| 1 | JSI, UKIM | S. Stankoski, M. Jordan, H. Gjoreski, and M. Luštrek | MDPI Sensors, Vol. 21, No. 5, 1902 (2021) | Smartwatch-Based Eating Detection: Data Selection for Machine Learning from Imbalanced Data with Imperfect Labels | March 2021 | Link | |
