K-Metamodes: frequency- and ensemble-based distributed k-modes clustering for security analytics.
Andrey SapeginChristoph MeinelPublished in: CoRR (2019)
Keyphrases
- clustering algorithm
- clustering method
- k means
- neural network
- security issues
- statistical databases
- distributed data
- access control
- distributed systems
- cluster ensemble
- multi agent
- intrusion detection
- feature selection
- network security
- cluster analysis
- ensemble methods
- big data
- information security
- data mining
- clustering ensemble
- single point of failure
- hierarchical clustering
- computer networks
- distributed environment
- cooperative
- training data
- spectral clustering
- document clustering
- self organizing maps
- mobile agents
- lightweight
- anomaly detection
- case study