A Neighbor-Searching Discrepancy-based Drift Detection Scheme for Learning Evolving Data.
Feng GuJie LuZhen FangKun WangGuangquan ZhangPublished in: CoRR (2024)
Keyphrases
- data sets
- detection scheme
- learning algorithm
- data collection
- data structure
- raw data
- knowledge acquisition
- data processing
- supervised learning
- training data
- data distribution
- prior knowledge
- image data
- data mining techniques
- database
- human experts
- learning tasks
- knowledge discovery
- data analysis
- machine learning
- neural network
- collaborative learning
- probability distribution
- data sources
- sensor data
- xml documents
- learning process
- relational databases
- original data
- data objects
- data quality
- learning models