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Title
Novelty detection in data streams
Authors
Keywords
Novelty detection, Data streams, Survey, Classification
Journal
ARTIFICIAL INTELLIGENCE REVIEW
Volume 45, Issue 2, Pages 235-269
Publisher
Springer Nature
Online
2015-10-27
DOI
10.1007/s10462-015-9444-8
References
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Related references
Note: Only part of the references are listed.- MINAS: multiclass learning algorithm for novelty detection in data streams
- (2015) Elaine Ribeiro de Faria et al. DATA MINING AND KNOWLEDGE DISCOVERY
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- Facing the reality of data stream classification: coping with scarcity of labeled data
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- Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints
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- Concepts for novelty detection and handling based on a case-based reasoning process scheme
- (2008) Petra Perner ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
- Soft clustering using weighted one-class support vector machines
- (2008) Manuele Bicego et al. PATTERN RECOGNITION
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- (2008) D.M.J. Tax et al. PATTERN RECOGNITION LETTERS
- Processing of massive audit data streams for real-time anomaly intrusion detection
- (2007) Wei Wang et al. COMPUTER COMMUNICATIONS
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