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cs.SE2026
A Comparative Study of Semantic Log Representations for Software Log-based Anomaly Detection
Yuqing Wang, Ying Song, Xiaozhou Li +2
Recent deep learning (DL) methods for log anomaly detection increasingly rely on semantic log representation methods that convert the textual content of log events into vector embe…
cs.SE2025
Cross-System Software Log-based Anomaly Detection Using Meta-Learning
Yuqing Wang, Mika V. Mäntylä, Jesse Nyyssölä +2
Modern software systems produce vast amounts of logs, serving as an essential resource for anomaly detection. Artificial Intelligence for IT Operations (AIOps) tools have been deve…