Sentence examples for dataset anomaly from inspiring English sources

In this study, we believe that the finding of categorical age in older populations showing less severe/fatal injury in the older occupants compared to the middle - aged occupants is a dataset anomaly.

In massive spatio-temporal datasets, anomalies that deviate from the global or local distributions are not just useless noise but possibly imply significant changes, surprising patterns, and meaningful insights, and because of this, detection of spatio-temporal anomalies has become an important research hotspot in spatio-temporal data mining.

The motivation for choosing the ARFIMA statistical model was based on the results of previous authors' research, i.e., on the use of autoregressive models and heteroscedastic and regression models with variable sampling resolution of the dataset for anomaly detection in the LAN/WAN networks.

They were transformed to a total field anomaly dataset and gridded at 0.5 km.

We divide this component into the four modules: Trace abstractor, preparing dataset for normal and anomaly activities, training and create SVM classifier, and resources adjustment analysis.

Analysis of D3 (another 1000 genomes dataset) revealed another striking anomaly in base call frequencies, shown in Figure S3, with base frequency varying wildly with position and significant falloff in calling of A towards the end of the read.

The supervised anomaly detection approaches require the labeled dataset so as to establish anomaly detection models.

These anomalies were all injected into the dataset as there were no anomalies found when initially running the algorithm.

Figure 1a, d shows the anomaly evaluation on dataset SALE by both the modified KL-distance and the Euclidean distance.

Although there are unusual students in real dataset, we also inject some anomalies for detection.

We firstly introduce the real dataset and how to inject anomalies.