Houseec: Day-ahead household electrical energy consumption forecasting using deep learning I Kiprijanovska, S Stankoski, I Ilievski, S Jovanovski, M Gams, H Gjoreski Energies 13 (10), 2672, 2020 | 51 | 2020 |
Detection of gait abnormalities for fall risk assessment using wrist-worn inertial sensors and deep learning I Kiprijanovska, H Gjoreski, M Gams Sensors 20 (18), 5373, 2020 | 49 | 2020 |
emteqpro—fully integrated biometric sensing array for non-invasive biomedical research in virtual reality M Gnacek, J Broulidakis, I Mavridou, M Fatoorechi, E Seiss, T Kostoulas, ... Frontiers in virtual reality 3, 781218, 2022 | 29 | 2022 |
Facial EMG sensing for monitoring affect using a wearable device M Gjoreski, I Kiprijanovska, S Stankoski, I Mavridou, MJ Broulidakis, ... Scientific reports 12 (1), 16876, 2022 | 24 | 2022 |
Breathing rate estimation from head-worn photoplethysmography sensor data using machine learning S Stankoski, I Kiprijanovska, I Mavridou, C Nduka, H Gjoreski, M Gjoreski Sensors 22 (6), 2079, 2022 | 16 | 2022 |
Head-ar: Human activity recognition with head-mounted imu using weighted ensemble learning H Gjoreski, I Kiprijanovska, S Stankoski, S Kalabakov, J Broulidakis, ... Activity and Behavior Computing, 153-167, 2021 | 16 | 2021 |
Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning S Kalabakov, S Stankoski, N Reščič, I Kiprijanovska, A Andova, C Picard, ... Adjunct Proceedings of the 2020 ACM International Joint Conference on …, 2020 | 16 | 2020 |
Wearable sensors data-fusion and machine-learning method for fall detection and activity recognition H Gjoreski, S Stankoski, I Kiprijanovska, A Nikolovska, N Mladenovska, ... Challenges and trends in multimodal fall detection for healthcare, 81-96, 2020 | 13 | 2020 |
Emteqpro: Face-mounted mask for emotion recognition and affective computing H Gjoreski, I I. Mavridou, M Fatoorechi, I Kiprijanovska, M Gjoreski, G Cox, ... Adjunct Proceedings of the 2021 ACM International Joint Conference on …, 2021 | 12 | 2021 |
Moved By Sound: How head-tracked spatial audio affects autonomic emotional state and immersion-driven auditory orienting response in VR Environments R Warp, M Zhu, I Kiprijanovska, J Wiesler, S Stafford, I Mavridou Audio Engineering Society Convention 152, 2022 | 9 | 2022 |
Validating the effects of immersion and spatial audio using novel continuous biometric sensor measures for virtual reality R Warp, M Zhu, I Kiprijanovska, J Wiesler, S Stafford, I Mavridou 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct …, 2022 | 7 | 2022 |
OCOsense glasses–monitoring facial gestures and expressions for augmented human-computer interaction: OCOsense glasses for monitoring facial gestures and expressions H Gjoreski, I Mavridou, JAW Archer, A Cleal, S Stankoski, I Kiprijanovska, ... Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing …, 2023 | 5 | 2023 |
Electrical energy consumption prediction using machine learning S Stankoski, I Kiprijanovska, I Ilievski, J Slobodan, H Gjoreski ICT Innovations 2019. Big Data Processing and Mining: 11th International …, 2019 | 5 | 2019 |
Facial Expression Recognition using Facial Mask with EMG Sensors. I Kiprijanovska, B Sazdov, M Majstoroski, S Stankoski, M Gjoreski, ... VR4Health@ MUM, 23-28, 2022 | 3 | 2022 |
OCOsense Glasses for Facial Expressions Recognition and Contextual Affective Computing in Real World and Augmented Reality I Mavridou, JAW Archer, A Cleal, M Fatoorechi, S Stankoski, ... Adjunct Proceedings of the 2022 ACM International Joint Conference on …, 2022 | 2 | 2022 |
Monitoring valence with facial emg sensors using machine learning I Kiprijanovska, B Jakimovski, P Krstevski, S Stankoski, I Mavridou, ... Adjunct Proceedings of the 2022 ACM International Joint Conference on …, 2022 | 2 | 2022 |
What actually works for activity recognition in scenarios with significant domain shift: Lessons learned from the 2019 and 2020 sussex-huawei challenges S Kalabakov, S Stankoski, I Kiprijanovska, A Andova, N Reščič, V Janko, ... Sensors 22 (10), 3613, 2022 | 2 | 2022 |
Privacy-aware Human Activity Recognition with Smart Glasses for Digital Therapeutics B Sazdov, B Jakimovski, S Stankoski, I Kiprijanovska, B Sofronievski, ... Adjunct Proceedings of the 2023 ACM International Joint Conference on …, 2023 | 1 | 2023 |
Towards smart glasses for facial expression recognition using OMG and machine learning I Kiprijanovska, S Stankoski, MJ Broulidakis, J Archer, M Fatoorechi, ... Scientific Reports 13 (1), 16043, 2023 | 1 | 2023 |
Optomyography-based sensing of facial expression derived arousal and valence in adults with depression MJ Broulidakis, I Kiprijanovska, L Severs, S Stankoski, M Gjoreski, ... Frontiers in Psychiatry 14, 1232433, 2023 | 1 | 2023 |