Outlier Detection in Wireless Sensor Networks Using Model Selection-Based Support Vector Data Descriptions.
Zhan HuanChang WeiGuanghui LiPublished in: Sensors (2018)
Keyphrases
- model selection
- outlier detection
- cross validation
- detect outliers
- support vector
- wireless sensor networks
- data sets
- knowledge discovery
- data analysis
- high dimensional datasets
- hyperparameters
- detection algorithm
- detecting outliers
- prior knowledge
- machine learning
- statistical inference
- parameter estimation
- data streams
- feature selection
- high dimensional data
- fraud detection
- unsupervised learning
- data points