-NN Anomaly Detector for Univariate Data Streams.
Vladislav IshimtsevAlexander BernsteinEvgeny BurnaevIvan NazarovPublished in: COPA (2017)
Keyphrases
- data streams
- neyman pearson
- neural network
- anomaly detection
- nearest neighbor
- sliding window
- negative selection algorithm
- streaming data
- intrusion detection
- sensor networks
- stream mining
- knn
- data stream mining
- artificial neural networks
- stream data
- multi layer
- change detection
- radial basis function
- detecting anomalies
- training process
- data sets
- data distribution
- sensor data
- detection algorithm
- anytime classification
- distributed data streams
- multiple data streams
- modular neural networks
- itemsets
- continuous data streams
- detection method
- multivariate time series
- continuous queries
- face detection
- stream processing
- incoming data
- backpropagation neural network
- back propagation
- nearest neighbour
- genetic algorithm
- genetic algorithm ga
- outlier detection
- feed forward
- network traffic