Faculty of Electrical Engineering and Information Technologies
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Item type:Publication, Deep Learning for Facial Expression and Human Activity Recognition Using Smart Glasses(Institute of Electrical and Electronics Engineers (IEEE), 2025-03-14) - Some of the metrics are blocked by yourconsent settings
Item type:Publication, FedMMA-HAR: Federated Learning for Human Activity Recognition With Missing Modalities Using Head-Worn Wearables(Institute of Electrical and Electronics Engineers (IEEE), 2024-10) - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Data Science and Machine Learning Teaching Practices with Focus on Vocational Education and Training(Vilnius University Press, 2023-04-19); ; Dimitrovska, Marija Markovska<jats:p>With the development of technology allowing for a rapid expansion of data science and machine learning in our everyday lives, a significant gap is forming in the global job market where the demand for qualified workers in these fields cannot be properly satisfied. This worrying trend calls for an immediate action in education, where these skills must be taught to students at all levels in an efficient and up-to-date manner. This paper gives an overview of the current state of data science and machine learning education globally and both at the high school and university levels, while outlining some illustrative and positive examples. Special focus is given to vocational education and training (VET), where the teaching of these skills is at its very beginning. Also presented and analysed are survey results concerning VET students in Slovenia, Serbia, and North Macedonia, and their knowledge, interests, and prerequisites regarding data science and machine learning. These results confirm the need for development of efficient and accessible curricula and courses on these subjects in vocational schools.</jats:p> - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Federated Learning for Activity Recognition: A System Level Perspective(IEEE, 2023-04); - Some of the metrics are blocked by yourconsent settings
Item type:Publication, 11th International Workshop on Human Activity Sensing Corpus and Applications (HASCA)(ACM, 2023-10-08) - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Facial expression recognition using facial mask with EMG sensors(2023-05) - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Digital Therapeutics Evolution What kind of Research Will Make the Difference in this Area?(ACM, 2023-10-08) - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Summary of SHL challenge 2023: Recognizing locomotion and transportation mode from GPS and motion sensors(2023-09) - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Smart Glasses for Gait Analysis of Parkinson’s Disease Patients(IEEE, 2023-05-22) - Some of the metrics are blocked by yourconsent settings
Item type:Publication, Privacy-aware Human Activity Recognition with Smart Glasses for Digital Therapeutics(ACM, 2023-09)