Opprentice: Towards practical and automatic anomaly detection through machine learning

D Liu, Y Zhao, H Xu, Y Sun, D Pei, J Luo… - Proceedings of the …, 2015 - dl.acm.org
… this is the first anomaly detection framework that does not require manual detector selection,
… In this section, we first introduce the background of KPI anomaly detection. Then we present …

Automatic anomaly detection in the cloud via statistical learning

J Hochenbaum, OS Vallis, A Kejariwal - arXiv preprint arXiv:1704.07706, 2017 - arxiv.org
… work in the context of anomaly detection. A lot of anomaly detection research has been done
in … As mentioned in a recent survey on anomaly detection [20], anomaly detection is highly …

Tracking down software bugs using automatic anomaly detection

S Hangal, MS Lam - Proceedings of the 24th international conference …, 2002 - dl.acm.org
… We also intend to explore the use of anomaly detection to aid in the software evolution
process. An automatic tool that can identify the subtle differences in the behaviors of programs …

Automatic feature selection for anomaly detection

M Kloft, U Brefeld, P Düessel, C Gehl… - Proceedings of the 1st …, 2008 - dl.acm.org
… in anomaly detection is to … detection based on packet headers, content byte streams or
application level protocol parsing. A method for automatic feature selection in anomaly detection

Automatic anomaly detection on in-production manufacturing machines using statistical learning methods

F Pittino, M Puggl, T Moldaschl, C Hirschl - Sensors, 2020 - mdpi.com
… we investigate different methods for anomaly detection on in-… of the available data, featuring
any anomaly or not, is of … We finally develop methods for automatic anomaly detection, …

[PDF][PDF] Anomaly detection

NR Prasad, S Almanza-Garcia… - Computers, Materials, & …, 2010 - cdn.techscience.cn
automatic anomaly detection for possible roadside IEDs. Available literature that discuss
anomaly detection … novel approach using machine intelligence for automatic anomaly detection. …

[PDF][PDF] Improving spacecraft health monitoring with automatic anomaly detection techniques

S Fuertes, G Picart, JY Tourneret, L Chaari… - … conference on space …, 2016 - arc.aiaa.org
… improve the performance of an anomaly detection rule (see Ref. 2 for an interesting discussion
related to this problem). The anomaly detection method proposed in this paper uses one …

Motion-alert: automatic anomaly detection in massive moving objects

X Li, J Han, S Kim - … Security Informatics: IEEE International Conference on …, 2006 - Springer
detect anomalies in complex scenarios. The problem is further complicated by the fact that
anomalies … In this paper, we analyze the problem of anomaly detection in moving objects and …

A computer host-based user anomaly detection system using the self-organizing map

AJ Hoglund, K Hatonen… - Proceedings of the IEEE …, 2000 - ieeexplore.ieee.org
… The system contains an automatic anomaly detection … component, an automatic anomaly
detection component and a user … This paper is focused on the automatic anomaly detection

Automatic anomaly detection from X-ray images based on autoencoders

A Presenti, Z Liang, LF Alves Pereira… - Nondestructive …, 2022 - Taylor & Francis
… largely studied for anomaly detection. While their performance for defect detection has shown
promise… In this work, we introduce a radiography-based anomaly detection method that first …