Markus Fält

According to our database, Markus Fält authored at least 4 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

LogDEC: Unsupervised Log Anomaly Detection in Complex IT Environments Using Deep Embedded Clustering and Sequential Models.

Markus Fält, Qing He, Stefan Forsström, Tingting Zhang

IEEE Access, 2026

2025

Lightweight Optimization based Log-file Anomaly Detection.

Markus Fält, Stefan Forsström, Qing He, Tingting Zhang

Proceedings of the 2025 9th International Conference on System Reliability and Safety (ICSRS), 2025

2022

Learning-Based Anomaly Detection Using Log Files with Sequential Relationships.

Markus Fält, Stefan Forsström, Qing He, Tingting Zhang

Proceedings of the 6th International Conference on System Reliability and Safety, 2022

2021

Machine Learning Based Anomaly Detection of Log Files Using Ensemble Learning and Self-Attention.

Markus Fält, Stefan Forsström, Tingting Zhang

Proceedings of the 5th International Conference on System Reliability and Safety, 2021