Automated identification of network anomalies and their causes with interpretable machine learning: The CIAN methodology and TTrees implementation.
Mohamed MoulayRafael A. García LeivaPablo J. Rojo MaroniFernando Díez MuñozVincenzo MancusoAntonio Fernández AntaPublished in: Comput. Commun. (2022)
Keyphrases
- machine learning
- network model
- design methodology
- decision trees
- complex networks
- semi automated
- data mining
- learning systems
- text classification
- peer to peer
- information extraction
- wireless sensor networks
- explanation based learning
- network management
- computing platform
- computer networks
- statistical methods
- network topologies
- statistical machine learning
- knowledge acquisition
- computational intelligence
- knowledge representation
- unsupervised learning
- model selection
- fully automated
- supervised learning
- knowledge discovery
- active learning
- pattern recognition
- reinforcement learning
- data sets