Motivating Complex Dependence Structures in Data Mining: A Case Study with Anomaly Detection in Climate.
Shih-Chieh KaoAuroop R. GangulyKarsten SteinhaeuserPublished in: ICDM Workshops (2009)
Keyphrases
- anomaly detection
- intrusion detection
- data mining
- network intrusion detection
- detecting anomalies
- network traffic
- anomalous behavior
- unsupervised anomaly detection
- behavior analysis
- intrusion detection system
- network security
- one class support vector machines
- real world
- computer security
- knowledge discovery
- network intrusion
- clustering analysis
- detecting anomalous
- unsupervised learning
- data mining techniques
- neural network
- outlier detection
- data mining applications
- misuse detection
- cumulative sum
- data mining algorithms
- previously unknown
- data analysis
- machine learning
- negative selection algorithm