Proposal of Online Outlier Detection in Sensor Data Using Kernel Density Estimation.
Md Atiqul HaqueHiroshi MinenoPublished in: IIAI-AAI (2017)
Keyphrases
- outlier detection
- sensor data
- kernel density estimation
- density estimation
- data streams
- sensor networks
- density function
- probability density function
- knowledge discovery
- mean shift
- detection algorithm
- detecting outliers
- object segmentation
- probability density
- data mining
- data sets
- detect outliers
- gaussian mixture
- higher dimensional
- density estimates
- spatial information
- image segmentation
- computer vision
- machine learning