Dr Tijana Markovic
Research outputs
2026
Comparative analysis of machine learning algorithms for HVAC control state prediction
Ivanovic, L., Knezevic, I., Kapic, A., Markovic, T.
16 Jul 2026,
Research output: Conference contribution
2025
Feature selection using genetic algorithm for intrusion detection on resource-constrained edge devices
Markovic, T., Lidholm, P., Strandberg, P. E., Leon, M.
13 Jul 2025,
Research output: Conference contribution
Comparative evaluation of autoencoders for semi-supervised anomaly detection on univariate time series data
Markovic, T., Moricz, S., Leon, M.
4 Mar 2025,
Research output: Conference contribution
Network intrusion detection using machine learning on resource-constrained edge devices
Lidholm, P., Markovic, T., Leon, M., Strandberg, P. E.
4 Mar 2025,
Research output: Conference contribution
2024
Random forest with differential privacy in federated learning framework for network attack detection and classification
Markovic, T., Leon, M., Buffoni, D., Punnekkat, S.
1 Sep 2024, In: Applied Intelligence. 54, 17-18, p. 8132-8153, 22p.
Research output: Article
An authorization service supporting dynamic access control in manufacturing systems
Radonjic, I., Basic, E., Leander, B., Markovic, T.
30 May 2024,
Research output: Conference contribution
2023
The Westermo network traffic data set
Strandberg, P. E., Soderman, D., Dehlaghi-Ghadim, A., Leon, M., Markovic, T., Punnekkat, S., Moghadam, M. H., Buffoni, D.
1 Oct 2023, In: Data In Brief. 50, 10p., 109512
Research output: Article
Multi-objective optimization on autoencoder for feature encoding and attack detection on network data
Leon, M., Markovic, T., Punnekkat, S.
24 Jul 2023,
Research output: Conference contribution
A modular ice cream factory dataset on anomalies in sensors to support machine learning research in manufacturing systems
Markovic, T., Leon, M., Leander, B., Punnekkat, S.
6 Mar 2023, In: IEEE Access. 11, 15p.
Research output: Article