Time Series Data Cleaning: From Anomaly Detection to Anomaly Repairing.
Aoqian ZhangShaoxu SongJianmin WangPhilip S. YuPublished in: Proc. VLDB Endow. (2017)
Keyphrases
- association rules
- data cleaning
- anomaly detection
- detect anomalies
- data integration
- intrusion detection
- data quality
- detecting anomalies
- outlier detection
- text classification
- record linkage
- network traffic
- anomalous behavior
- network intrusion detection
- data processing
- fraud detection
- database
- data warehousing
- missing values
- intrusion detection system
- data warehouse
- information extraction
- integrity constraints
- one class support vector machines
- anomaly based intrusion detection
- data sources
- data model
- missing data
- database management systems
- unsupervised learning
- web usage mining
- data management
- multi class
- active learning
- normal behavior
- bayesian networks
- social networks
- neural network
- data sets