Modified Support Vector Regression in outlier detection.
Junya NishiguchiChosei KasedaHirotaka NakayamaMasao ArakawaYeboon YunPublished in: IJCNN (2010)
Keyphrases
- outlier detection
- support vector regression
- fraud detection
- support vector
- data streams
- detection algorithm
- regression model
- data mining
- detecting outliers
- support vector classification
- data cleaning
- detect outliers
- knowledge discovery
- hybrid model
- high dimensional datasets
- support vector machine svm
- kernel function
- density ratio estimation
- density estimation
- support vector machine
- credit card fraud detection
- neural network
- spatio temporal
- distance based outlier detection
- spatial outliers
- information retrieval