Tijana Markovic
Orcid: 0000-0002-4920-2012
According to our database1,
Tijana Markovic
authored at least 11 papers
between 2022 and 2023.
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Bibliography
2023
A Modular Ice Cream Factory Dataset on Anomalies in Sensors to Support Machine Learning Research in Manufacturing Systems.
IEEE Access, 2023
Enhanced Simulation Environment to Support Research in Modular Manufacturing Systems.
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
Federated Learning for Network Anomaly Detection in a Distributed Industrial Environment.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Multi-Objective Optimization on Autoencoder for Feature Encoding and Attack Detection on Network Data.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Time-series Anomaly Detection and Classification with Long Short-Term Memory Network on Industrial Manufacturing Systems.
Proceedings of the 18th Conference on Computer Science and Intelligence Systems, 2023
2022
Dataset, December, 2022
Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection and Attack Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the Artificial Intelligence Applications and Innovations, 2022
Proceedings of the IECON 2022, 2022
Software package for regression algorithms based on Gaussian Conditional Random Fields.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022