ConceptExplorer: Visual Analysis of Concept Drifts in Multi-source Time-series Data.
Xumeng WangWei ChenJiazhi XiaZexian ChenDongshi XuXiangyang WuMingliang XuTobias SchreckPublished in: IEEE VAST@IEEE VIS (2020)
Keyphrases
- visual analysis
- multi source
- concept drift
- data streams
- data fusion
- data analysis
- information fusion
- streaming data
- multiple sources
- non stationary
- concept drifting data streams
- change detection
- information visualization
- data distribution
- classification algorithm
- data integration
- data sources
- high dimensional
- community detection
- multi attribute
- data points
- machine learning