Comparative evaluation of natural language processing approaches with particle swarm optimized LightGBM for anomaly detection in cloud system logs

Slavisa Djukanovic, Sasa Stojanovic, Bosko Nikolic, Snezana Anetic, Tamara Zivkovic, Miodrag Zivkovic, Vladimir Simic, Nebojsa Bacanin

Open source

DOI
10.1038/s41598-026-51889-x
Published
2026-05-13
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-51889-x,
  title = {Comparative evaluation of natural language processing approaches with particle swarm optimized LightGBM for anomaly detection in cloud system logs},
  author = {Slavisa Djukanovic and Sasa Stojanovic and Bosko Nikolic and Snezana Anetic and Tamara Zivkovic and Miodrag Zivkovic and Vladimir Simic and Nebojsa Bacanin},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-51889-x},
  url = {https://doi.org/10.1038/s41598-026-51889-x}
}

RIS

TY  - JOUR
TI  - Comparative evaluation of natural language processing approaches with particle swarm optimized LightGBM for anomaly detection in cloud system logs
AU  - Slavisa Djukanovic
AU  - Sasa Stojanovic
AU  - Bosko Nikolic
AU  - Snezana Anetic
AU  - Tamara Zivkovic
AU  - Miodrag Zivkovic
AU  - Vladimir Simic
AU  - Nebojsa Bacanin
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-51889-x
UR  - https://doi.org/10.1038/s41598-026-51889-x
ER  - 

APA

Djukanovic, S., Stojanovic, S., Nikolic, B., Anetic, S., Zivkovic, T., Zivkovic, M., Simic, V., & Bacanin, N. (2026). Comparative evaluation of natural language processing approaches with particle swarm optimized LightGBM for anomaly detection in cloud system logs. Scientific Reports. https://doi.org/10.1038/s41598-026-51889-x

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