A Classifier-Based Approach to Multi-Class Anomaly Detection for Astronomical Transients.
Rithwik GuptaDaniel MuthukrishnaMichelle LochnerPublished in: CoRR (2024)
Keyphrases
- anomaly detection
- multi class
- multi class classifier
- binary classifiers
- linear classifiers
- multiclass classification
- support vector machine
- error correcting output codes
- intrusion detection
- multi class svm
- detecting anomalies
- binary classification problems
- single class
- network traffic
- feature selection
- anomalous behavior
- multi class classification
- cost sensitive
- network intrusion detection
- pairwise
- decision trees
- intrusion detection system
- one class support vector machines
- multi class problems
- binary classification
- negative selection algorithm
- multiple classes
- multi label classification
- maximum likelihood
- unsupervised learning
- image processing
- data sets
- machine learning
- training samples
- training set
- feature space
- svm classifier
- classification algorithm