Conformal k-NN Anomaly Detector for Univariate Data Streams.
Vladislav IshimtsevIvan NazarovAlexander BernsteinEvgeny BurnaevPublished in: CoRR (2017)
Keyphrases
- knn
- data streams
- k nearest neighbor
- nearest neighbor
- sliding window
- anomaly detection
- k nearest neighbour
- distance function
- text categorization
- voting methods
- similarity search
- classification algorithm
- concept drift
- network traffic
- neural network
- data sets
- text classification
- data distribution
- range queries
- feature selection
- k nearest
- mixed data
- decision trees
- machine learning
- information gain
- multi step