Towards a deep learning-based outlier detection approach in the context of streaming data.
Asmaa F. HassanSherif I. BarakatAmira RezkPublished in: J. Big Data (2022)
Keyphrases
- outlier detection
- streaming data
- data streams
- deep learning
- concept drift
- sliding window
- knowledge discovery
- detecting outliers
- data distribution
- machine learning
- data mining
- evolving data streams
- detection algorithm
- unsupervised learning
- mental models
- stream mining
- data sets
- detect outliers
- data generation
- change detection
- anomaly detection
- weakly supervised
- data structure
- information retrieval