UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring.
Waleed A. YousefIssa TraoréWilliam BriguglioPublished in: CoRR (2021)
Keyphrases
- data driven
- novelty detection
- automatic detection
- detection algorithm
- false positives
- change point detection
- outlier detection
- data points
- false alarms
- detection method
- unsupervised learning
- semi supervised
- information theoretic
- detection accuracy
- unsupervised manner
- detecting outliers
- bayesian modeling
- neural network
- detection rate
- noisy data
- affine transformation
- density estimation
- object detection
- robust statistics