Detecting outliers from pairwise proximities: Proximity isolation forests.
Antonella MensiDavid M. J. TaxManuele BicegoPublished in: Pattern Recognit. (2023)
Keyphrases
- detecting outliers
- pairwise
- outlier detection
- data streams
- multi class
- loss function
- higher order
- proximity matrix
- semi supervised
- markov random field
- pairwise interactions
- random forests
- support vector data description
- detection algorithm
- similarity measure
- high order
- belief propagation
- knowledge discovery
- pairwise comparison
- proximity measures
- pairwise classification
- distributed data streams
- image processing
- artificial intelligence
- graph matching
- pairwise constraints
- data sets
- real time