Sentence examples for anomaly detection performance from inspiring English sources

The experimental results show that our proposed model yields comparable anomaly detection performance with a deep autoencoder, while reducing its training and testing time by a factor of 3 and 1000, respectively.

Specifically, we consider if the IDF transformation influences anomaly detection performance.

We also demonstrate that combining dynamic and static modelling approaches improves the coverage of the overall model and thereby anomaly detection performance.

Table 1 Related work Paper Business domain Related work G Ciocarlie, U Lindqvist, K Nitz, S Novaczki, H Sanneck (2014) [17] Cellular networks An ensemble method is used to perform cell anomaly detection using Key Performance Indicators (KPI) typically used in 3GPP SON frameworks.

This entity is also used to validate the ADS and to assess its anomaly detection and diagnosis performance.

This might have a negative effect on the detection performance, especially for detecting microcalcifications.

Hybrid anomaly detection systems combine the two approaches in order to obtain better detection performances.

The research results can be used as foundation for building professionals to develop advanced tools for anomaly detection and performance benchmarking.

Enhanced detection performance.

Figure 17 Detection performance.

Fig. 3 Detection performance.