A Systematic Literature Review of Novelty Detection in Data Streams: Challenges and Opportunities.
Jean-Gabriel GaudreaultPaula BrancoPublished in: ACM Comput. Surv. (2024)
Keyphrases
- novelty detection
- literature review
- data streams
- concept drift
- case study
- text filtering
- current issues
- sliding window
- fuzzy theory
- information systems development
- lessons learned
- public libraries
- data sets
- anomaly detection
- support vector data description
- streaming data
- data distribution
- sentence level
- real world
- change detection
- design science
- outlier detection
- non stationary
- model selection
- neural network