Outlier Detection in Sensor Data using Ensemble Learning.
Nadeem IftikharThorkil Baattrup-AndersenFinn Ebertsen NordbjergKarsten JeppesenPublished in: KES (2020)
Keyphrases
- outlier detection
- ensemble learning
- sensor data
- data streams
- concept drift
- sensor networks
- ensemble methods
- generalization ability
- detection algorithm
- sliding window
- streaming data
- stream data
- knowledge discovery
- data sets
- change detection
- base classifiers
- random forest
- data distribution
- prediction accuracy
- unlabeled data
- feature selection
- multi class
- feature space
- data analysis
- computer vision