Fusing anomaly detection with false positive mitigation methodology for predictive maintenance under multivariate time series.
David LópezIgnacio Aguilera-MartosMarta García-BárzanaFrancisco HerreraDiego García-GilJulián LuengoPublished in: Inf. Fusion (2023)
Keyphrases
- anomaly detection
- false positives
- multivariate time series
- false negative
- intrusion detection
- detection rate
- false positive rate
- detecting anomalies
- anomalous behavior
- true positive
- network intrusion detection
- one class support vector machines
- intrusion detection system
- detect anomalies
- temporal data
- dimension reduction
- categorical data
- data sets
- spatial structure
- spatial data
- data analysis
- feature selection
- temporal patterns
- temporal information
- unsupervised learning
- active learning
- image sequences