Stefan Kalabakov

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Transfer Learning

Wearable Sensors

Activity Recognition

Supervised Learning

Top Venues

UbiComp/ISWC Adjunct

Informatica (Slovenia)

Publications

Stefan Kalabakov, Borche Jovanovski, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski
Federated Learning for Activity Recognition: A System Level Perspective. IEEE Access 11 (2023)
Borjan Sazdov, Matea Tashkovska, Stefan Krsteski, Borche Jovanovski, Stefan Kalabakov, Valentin Rakovic, Daniel Denkovski, Hristijan Gjoreski
Prediction of Hospital Readmission using Federated Learning. IWSSIP (2023)
Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Resçiç, Vito Janko, Martin Gjoreski, Matjaz Gams, Mitja Lustrek
What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges. Sensors 22 (10) (2022)
Joze Ravnican, Anze Marinko, Gjorgji Noveski, Stefan Kalabakov, Marko Jovanovic, Samo Gazvoda, Matjaz Gams
A Prestudy of Machine Learning in Industrial Quality Control Pipelines. Informatica (Slovenia) 46 (2) (2022)
Stefan Kalabakov, Martin Gjoreski, Hristijan Gjoreski, Matjaz Gams
Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors. Informatica (Slovenia) 45 (2) (2021)
Stefan Kalabakov, Simon Stankoski, Nina Resçiç, Ivana Kiprijanovska, Andrejaana Andova, Clément Picard, Vito Janko, Martin Gjoreski, Mitja Lustrek
Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning. UbiComp/ISWC Adjunct (2020)
Martin Gjoreski, Stefan Kalabakov, Mitja Lustrek, Hristijan Gjoreski
Cross-dataset deep transfer learning for activity recognition. UbiComp/ISWC Adjunct (2019)