#Partner(s)AuthorsJournal / ConferenceTitleDateLinkFile
30UKIM, JSI, HPIO. Konak, L. Liebe, K. Postnov, F. Sauerwald, H. Gjoreski, M. Lustrek and B. ArnrichIEEE EMBC 2023Overcoming Data Scarcity in Human Activity RecognitionJuly 2023Link
29UKIM, HPIS. Kalabakov, B. Jovanovski, D. Denkovski, V. Rakovic, B. Pfitzner, O. Konak, B. Arnrich and H. GjoreskiIEEE Access, Vol. 11 (2023)Federated Learning for Activity Recognition: A System Level PerspectiveJune 2023Link
28UKIMM. Poposka, B. Jovanovski, V. Rakovic, D. Denkovski and Z. Hadzi-VelkovIEEE Communications Letters, Vol. 27, No. 8 (2023)Resource Allocation of NOMA Communication Systems for Federated LearningJune 2023Link
27UKIMB. Sazdov, M. Tashkovska, S. Krsteski, B. Jovanovski, S. Kalabakov, V. Rakovic, D. Denkovski and H. GjoreskiIWSSIP 2023Prediction of Hospital Readmission using Federated LearningJune 2023Link
26UKIM, FC.IDI. Kiprijanovska, F. Panchevski, S. Stankoski, M. Gjoreski, J. Archer, J. Broulidakis, I. Mavridou, B. Hayes, T. Guerreiro, C. Nduka and H. GjoreskiMIPRO 2023Smart Glasses for Gait Analysis of Parkinson’s Disease PatientsJune 2023Link
25UKIMS. Stankoski, B. Sazdov, J. Broulidakis, I. Kiprijanovska, B. Sofronievski, S. Cox, M. Gjoreski , J. Archer, C. Nduka, and H. GjoreskiMIPRO 2023Recognizing Activities of Daily Living using Multi-sensor Smart GlassesJune 2023Link
24UKIM, HPIA. Cholakoska, H. Gjoreski, V. Rakovic, D. Denkovski, M. Kalendar, B. Pfitzner and B. ArnrichIEEE Internet Computing, Vol. 27, No. 4 (2023)Federated Learning for Network Intrusion Detection in Ambient Assisted Living EnvironmentsApril 2023Link
23UKIMH. Gjoreski, I. Mavridou, J. Archer, W. Archer, A. Cleal, S. Stankoski, I. Kiprijanovska, M. Fatoorechi, P. Walas, J. Broulidakis, M. Gjoreski and C. NdukaCHI EA 2023OCOsense Glasses – Monitoring Facial Gestures and Expressions for Augmented Human-Computer Interaction: OCOsense Glasses for Monitoring Facial Gestures and ExpressionsApril 2023Link
22UKIM, FBKB. Velichkovska, D. Denkovski, H. Gjoreski, M. Kalendar and V. OsmaniCSOC 2023A Survey of Bias in Healthcare: Pitfalls of Using Biased Datasets and ApplicationsApril 2023Link
21UKIM, HPIB. Jovanovski, S. Kalabakov, D. Denkovski, V. Rakovic, B. Pfitzner, O. Konak, B. Arnrich and H. GjoreskiICAIIT 2023Human Activity Recognition with Wearables using Federated LearningMarch 2023Link
20UKIM, FC.ID, JSI, FBKF. Brito, H. Gjoreski, O. Mayora, M. Luštrek, E. Kizhevska, J. Guerreiro, K. Gerling, S. Bermúdez i Badia and T. GuerreiroMUM 2022Virtual Reality for Health and WellbeingNovember 2022Link
19JSI, FC.IDE. Kizhevska, F. Brito, T. Guerreiro and M. LustrekMUM 2022Using Virtual Reality to elicit Empathy: a narrative reviewNovember 2022Link
18UKIMI. Kiprijanovska, B. Sazdov, M. Majstoroski, S. Stankoski, M. Gjoreski, C. Nduka and H. GjoreskiMUM 2022Facial Expression Recognition using Facial Mask with EMG SensorsNovember 2022Link
17FC.IDJ. Ferreira, F. Brito, J. Guerreiro and T. GuerreiroMUM 2022Using VR and Sensors for Anxiety with Children and AdolescentsNovember 2022Link
16JSI, FBKN. Reščič, O. Mayora, C. Eccher and M. LuštrekNutrients, Vol 14, No. 19, 3943 (2022)Food Frequency Questionnaire Personalisation Using Multi-Target RegressionOctober 2022Link
15UKIMM. 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
14UKIM, 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
13UKIM, 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
12UKIMA. 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
11FC.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
10FC.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
9UKIM, 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
8UKIMS. 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
7UKIM, HPIA. Cholakoska, B. Pfitzner, H. Gjoreski, V. Rakovic, B. Arnrich and M. KalendarUbicomp 2021Differentially Private Federated Learning for Anomaly Detection in eHealth NetworksSeptember 2021Link
6FC.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
5UKIM, HPIA. Cholakoska, V. Rakovic, H. Gjoreski, B. Pfitzner, B. Arnrich and M. KalendarETAI 2021Machine Learning based Anomaly Detection in Ambient Assisted Living EnvironmentsSeptember 2021Link
4UKIM, 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
3JSI, 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
2JSI, 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
1JSI, 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