Decision Tree and Random Forest Implementations for Fast Filtering of Sensor Data.
Sebastian BuschjägerKatharina MorikPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2018)
Keyphrases
- random forest
- sensor data
- decision trees
- random forests
- sensor networks
- data streams
- ensemble methods
- training data
- sensor measurements
- feature set
- naive bayes
- machine learning algorithms
- human activities
- sensor readings
- multiple sensors
- machine learning
- base classifiers
- health monitoring
- training set
- multi label
- wireless sensor networks
- ensemble classifier
- sensor data streams
- low cost sensors