A Mathematical Assessment of the Isolation Tree Method for Data Anomaly Detection in Big Data.
Fernando A. MoralesJorge M. RamírezEdgar A. RamosPublished in: CoRR (2020)
Keyphrases
- big data
- anomaly detection
- input data
- data analysis
- data sets
- data processing
- vast amounts of data
- database
- unsupervised learning
- cloud computing
- intrusion detection
- knowledge discovery
- training data
- big data analytics
- network intrusion detection
- network traffic
- business intelligence
- information retrieval
- data sources
- databases
- database management systems
- data mining
- data warehousing
- support vector machine
- anomalous behavior
- metadata
- case study