@InProceedings{demoura_et_al:OASIcs.SLATE.2024.12, author = {de Moura, Alysson C. E. and Filho, Geraldo P. Rocha and Caetano, Marcos F. and Gondim, Jo\~{a}o J. C. and Araujo, Aleteia and Marotta, Marcelo A. and Bondan, Lucas}, title = {{Anomaly Detection in Logs: A Comparative Analysis of Unsupervised Algorithms}}, booktitle = {13th Symposium on Languages, Applications and Technologies (SLATE 2024)}, pages = {12:1--12:14}, series = {Open Access Series in Informatics (OASIcs)}, ISBN = {978-3-95977-321-8}, ISSN = {2190-6807}, year = {2024}, volume = {120}, editor = {Rodrigues, M\'{a}rio and Leal, Jos\'{e} Paulo and Portela, Filipe}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.SLATE.2024.12}, URN = {urn:nbn:de:0030-drops-220831}, doi = {10.4230/OASIcs.SLATE.2024.12}, annote = {Keywords: Anomaly Detection, Log Analysis, Natural Language Processing, Unsupervised Learning, Word Embeddings} }