Detecting Concept Drift in the Presence of Sparsity - A Case Study of Automated Change Risk Assessment System.
Vishwas ChoudharyBinay GuptaAnirban ChatterjeeSubhadip PaulKunal BanerjeeVijay AgneeswaranPublished in: CoRR (2022)
Keyphrases
- concept drift
- risk assessment
- risk management
- data streams
- drift detection
- network security
- drifting concepts
- non stationary
- change detection
- data distribution
- classification algorithm
- decision making
- information security
- data stream classification
- high dimensional
- feature set
- database
- text categorization
- supervised learning
- software engineering
- support vector machine
- data model
- decision trees
- feature selection
- databases