Anomaly Detection of Trajectories with Kernel Density Estimation by Conformal Prediction.
James SmithIlia NouretdinovRachel CraddockCharles OfferAlexander GammermanPublished in: AIAI Workshops (2014)
Keyphrases
- anomaly detection
- kernel density estimation
- conformal prediction
- confidence levels
- ridge regression
- intrusion detection
- probability density function
- mean shift
- intrusion detection system
- density estimation
- density function
- k nearest neighbour
- probability density
- object segmentation
- moving objects
- higher dimensional
- pattern recognition
- data sets
- unsupervised learning
- text categorization
- reinforcement learning
- detect anomalies
- bayesian networks
- machine learning