Stefan Kalabakov

According to our database, Stefan Kalabakov authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Federated Learning for Activity Recognition: A System Level Perspective.

Stefan Kalabakov, Borche Jovanovski, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski

IEEE Access, 2023

Prediction of Hospital Readmission using Federated Learning.

Borjan Sazdov, Matea Tashkovska, Stefan Krsteski, Borche Jovanovski, Stefan Kalabakov, Valentin Rakovic, Daniel Denkovski, Hristijan Gjoreski

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

2022

What Actually Works for Activity Recognition in Scenarios with Significant Domain Shift: Lessons Learned from the 2019 and 2020 Sussex-Huawei Challenges.

Stefan Kalabakov, Simon Stankoski, Ivana Kiprijanovska, Andrejaana Andova, Nina Resçiç, Vito Janko, Martin Gjoreski, Matjaz Gams, Mitja Lustrek

Sensors, 2022

A Prestudy of Machine Learning in Industrial Quality Control Pipelines.

Joze Ravnican, Anze Marinko, Gjorgji Noveski, Stefan Kalabakov, Marko Jovanovic, Samo Gazvoda, Matjaz Gams

Informatica (Slovenia), 2022

2021

Analysis of Deep Transfer Learning Using DeepConvLSTM for Human Activity Recognition from Wearable Sensors.

Stefan Kalabakov, Martin Gjoreski, Hristijan Gjoreski, Matjaz Gams

Informatica (Slovenia), 2021

2020

Tackling the SHL challenge 2020 with person-specific classifiers and semi-supervised learning.

Stefan Kalabakov, Simon Stankoski, Nina Resçiç, Ivana Kiprijanovska, Andrejaana Andova, Clément Picard, Vito Janko, Martin Gjoreski, Mitja Lustrek

Proceedings of the UbiComp/ISWC '20: 2020 ACM International Joint Conference on Pervasive and Ubiquitous Computing and 2020 ACM International Symposium on Wearable Computers, 2020

2019

Cross-dataset deep transfer learning for activity recognition.

Martin Gjoreski, Stefan Kalabakov, Mitja Lustrek, Hristijan Gjoreski

Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2019 ACM International Symposium on Wearable Computers, 2019