What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges
Kalabakov, Stefan, Stankoski, Simon, Kiprijanovska, Ivana, Andova, Andrejaana, Reščič, Nina, Janko, Vito, Gjoreski, Martin, Gams, Matjaž, Luštrek, Mitja
Published in Sensors (Basel, Switzerland) (10.05.2022)
Published in Sensors (Basel, Switzerland) (10.05.2022)
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Journal Article
Federated Learning for Activity Recognition: A System Level Perspective
Kalabakov, Stefan, Jovanovski, Borche, Denkovski, Daniel, Rakovic, Valentin, Pfitzner, Bjarne, Konak, Orhan, Arnrich, Bert, Gjoreski, Hristijan
Published in IEEE access (01.01.2023)
Published in IEEE access (01.01.2023)
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Journal Article
SONAR, a nursing activity dataset with inertial sensors
Konak, Orhan, Döring, Valentin, Fiedler, Tobias, Liebe, Lucas, Masopust, Leander, Postnov, Kirill, Sauerwald, Franz, Treykorn, Felix, Wischmann, Alexander, Kalabakov, Stefan, Gjoreski, Hristijan, Luštrek, Mitja, Arnrich, Bert
Published in Scientific data (20.10.2023)
Published in Scientific data (20.10.2023)
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Journal Article
Human Activity Recognition with Wearables using Federated Learning
Borche Jovanovski, Stefan Kalabakov, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski
Published in Proceedings of the International Conference on Applied Innovations in IT (01.03.2023)
Published in Proceedings of the International Conference on Applied Innovations in IT (01.03.2023)
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Journal Article
A Prestudy of Machine Learning in Industrial Quality Control Pipelines
Ravničan, Jože, Marinko, Anže, Noveski, Gjorgji, Kalabakov, Stefan, Jovanovič, Marko, Gazvoda, Samo, Gams, Matjaž
Published in Informatica (Ljubljana) (01.06.2022)
Published in Informatica (Ljubljana) (01.06.2022)
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Journal Article
WiFi and BLE Fingerprinting for Smartphone Proximity Detection
Javornik, Tomaz, Kalabakov, Stefan, Svigelj, Ales
Published in 2022 6th European Conference on Electrical Engineering & Computer Science (ELECS) (01.12.2022)
Published in 2022 6th European Conference on Electrical Engineering & Computer Science (ELECS) (01.12.2022)
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Conference Proceeding
Smartphone Proximity Detection Using WiFi and BLE Fingerprinting
Kalabakov, Stefan, Svigelj, Ales, Javornik, Tomaz
Published in 2022 International Balkan Conference on Communications and Networking (BalkanCom) (22.08.2022)
Published in 2022 International Balkan Conference on Communications and Networking (BalkanCom) (22.08.2022)
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Conference Proceeding
Prediction of Hospital Readmission using Federated Learning
Sazdov, Borjan, Tashkovska, Matea, Krsteski, Stefan, Jovanovski, Borche, Kalabakov, Stefan, Rakovic, Valentin, Denkovski, Daniel, Gjoreski, Hristijan
Published in 2023 30th International Conference on Systems, Signals and Image Processing (IWSSIP) (27.06.2023)
Published in 2023 30th International Conference on Systems, Signals and Image Processing (IWSSIP) (27.06.2023)
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Conference Proceeding