Proactive Network Maintenance using Fast, Accurate Anomaly Localization and Classification on 1-D Data Series.
Jingjie ZhuKarthik SundaresanJason W. RupePublished in: CoRR (2020)
Keyphrases
- data sets
- high quality
- database
- data processing
- classification accuracy
- network structure
- network traffic
- data analysis
- machine learning
- feature extraction
- data sources
- raw data
- spatial data
- pattern recognition
- support vector machine svm
- training samples
- computer systems
- training data
- central server
- probability distribution
- xml documents
- data structure
- high dimensional
- data transfer
- detect anomalies
- classification algorithm
- missing data
- high dimensional data
- anomaly detection
- unsupervised learning
- data mining techniques
- supervised learning
- image data
- knowledge discovery
- feature vectors