Publications

#	Partner(s)	Authors	Journal / Conference	Title	Date	Link	File
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