MLog: Mogrifier LSTM-Based Log Anomaly Detection Approach Using Semantic Representation

LogNADS: Network anomaly detection scheme based on log semantics representation

(2021) Xu Liu et al.   Future Generation Computer Systems-The International Journal of eScience

Log Sequence Anomaly Detection Based on Local Information Extraction and Globally Sparse Transformer Model

(2021) Chunkai Zhang et al.   IEEE Transactions on Network and Service Management

HitAnomaly: Hierarchical Transformers for Anomaly Detection in System Log

(2020) Shaohan Huang et al.   IEEE Transactions on Network and Service Management

An analysis of hierarchical text classification using word embeddings

(2018) Roger Alan Stein et al.   INFORMATION SCIENCES

Word2Vec

(2016) KENNETH WARD CHURCH   Natural Language Engineering

Event Logs for the Analysis of Software Failures: A Rule-Based Approach

(2012) Marcello Cinque et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

An automated approach for abstracting execution logs to execution events

(2008) Zhen Ming Jiang et al.   JOURNAL OF SOFTWARE MAINTENANCE AND EVOLUTION-RESEARCH AND PRACTICE