Research Article

An Efficient Outlier Detection Approach for Streaming Sensor Data Based on Neighbor Difference and Clustering

Table 1

The specific information of contained outliers.

NumberVariables
TemperatureHumidityAtmospheric pressure

Point outliers6160
Collective outliers303253154
Jump outliers7152
Contextual outliers282929