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:
“The new sound-sphere is global. It ripples at great speed across languages, ideologies, frontiers and races.... The economics of this musical esperanto is staggering. Rock and pop breed concentric worlds of fashion, setting and life-style. Popular music has brought with it sociologies of private and public manner, of group solidarity. The politics of Eden come loud.”
—George Steiner (b. 1929)
“It is easy to lose confidence in our natural ability to raise children. The true techniques for raising children are simple: Be with them, play with them, talk to them. You are not squandering their time no matter what the latest child development books say about “purposeful play” and “cognitive learning skills.””
—Neil Kurshan (20th century)