Fast AUC Maximization Learning Machine With Simultaneous Outlier Detection.
Yichen SunChi-Man VongShitong WangPublished in: IEEE Trans. Cybern. (2023)
Keyphrases
- outlier detection
- learning machines
- model selection
- learning algorithm
- support vector
- ensemble learning
- knowledge discovery
- generalization error
- support vector machine
- data streams
- learning tasks
- training algorithm
- detection algorithm
- data mining
- learning problems
- feature selection
- detecting outliers
- decision trees
- cross validation
- pattern recognition
- vc dimension
- detect outliers
- classification accuracy
- objective function
- machine learning
- training set
- spatial outliers
- sample size
- computer vision
- back propagation
- multi task learning
- machine learning algorithms
- naive bayes
- unsupervised learning
- data sets