The interaction of normalisation and clustering in sub-domain definition for multi-source transfer learning based time series anomaly detection.
Matthew NicholsonRahul AgrahariClare ConranHaythem AssemJohn D. KelleherPublished in: Knowl. Based Syst. (2022)
Keyphrases
- anomaly detection
- transfer learning
- multi source
- cross domain
- detect anomalies
- intrusion detection
- data fusion
- reinforcement learning
- unsupervised learning
- information fusion
- transfer knowledge
- target domain
- labeled data
- multiple sources
- active learning
- data integration
- intrusion detection system
- semi supervised learning
- machine learning
- collaborative filtering
- activity recognition
- machine learning algorithms
- learning algorithm
- domain specific
- text mining
- data mining
- prior knowledge
- databases
- real world
- clustering algorithm
- text categorization
- unlabeled data
- database systems
- object recognition
- community detection
- data model
- data sources
- database