Popular Techniques
Several anomaly detection techniques have been proposed in literature. Some of the popular techniques are:
- Distance based techniques (k-nearest neighbor, Local Outlier Factor).
- One Class Support Vector Machines.
- Replicator Neural Networks.
- Cluster analysis based outlier detection.
- Pointing at records that deviate from learned association rules.
Read more about this topic: Anomaly Detection
Famous quotes containing the words popular and/or techniques:
“It is among the ranks of school-age children, those six- to twelve-year-olds who once avidly filled their free moments with childhood play, that the greatest change is evident. In the place of traditional, sometimes ancient childhood games that were still popular a generation ago, in the place of fantasy and make- believe play . . . today’s children have substituted television viewing and, most recently, video games.”
—Marie Winn (20th century)
“The techniques of opening conversation are universal. I knew long ago and rediscovered that the best way to attract attention, help, and conversation is to be lost. A man who seeing his mother starving to death on a path kicks her in the stomach to clear the way, will cheerfully devote several hours of his time giving wrong directions to a total stranger who claims to be lost.”
—John Steinbeck (1902–1968)