MIX: A Joint Learning Framework for Detecting Both Clustered and Scattered Outliers in Mixed-Type Data.
Hongzuo XuYijie WangYongjun WangZhiyue WuPublished in: ICDM (2019)
Keyphrases
- data sets
- image data
- data collection
- database
- training data
- learning problems
- data analysis
- prior knowledge
- data points
- learning scheme
- data structure
- detecting outliers
- original data
- learning systems
- unsupervised learning
- data processing
- knowledge discovery
- high quality
- outlier detection
- databases
- neural network
- hidden variables
- learning models
- data quality
- learning algorithm
- human experts
- supervised learning
- xml documents
- high dimensional data
- active learning
- semi supervised
- online learning
- data mining techniques