Binned Kernels for Anomaly Detection in Multi-timescale Data using Gaussian Processes.

Matthew Adelsberg Christian Schwantes

Published in: ADF@KDD (2017)

Keyphrases

anomaly detection
gaussian processes
intrusion detection
data sets
detect anomalies
gaussian process regression
network traffic
data points
prior knowledge
training data
knowledge discovery
gaussian process
data analysis
support vector machine
input data
knn
prior information
network intrusion detection