K-metamodes: frequency-and ensemble-based distributed k-modes clustering for security analytics.
Andrey SapeginChristoph MeinelPublished in: ICMLA (2020)
Keyphrases
- k means
- clustering method
- neural network
- clustering algorithm
- distributed environment
- distributed systems
- information security
- intrusion detection
- security policies
- hierarchical clustering
- case study
- social media
- network security
- access control
- cooperative
- peer to peer
- cluster ensemble
- data mining
- multi agent
- security issues
- training data
- key management
- spectral clustering
- ensemble learning
- computer networks
- cluster analysis
- data sets
- mobile agent system
- single point of failure
- ensemble methods
- learning analytics
- learning algorithm
- unsupervised learning
- data management
- data points