Integrating Random Forest Prediction for Energy Optimization in Solar-Powered Environmental Monitoring.
Ahmed BaliPierre-Emmanuel HladikHorace GandjiAbdelouahed GherbiMohamed CherietPublished in: ISORC (2024)
Keyphrases
- random forest
- environmental monitoring
- sensor networks
- wireless sensor networks
- random forests
- wireless multimedia sensor networks
- energy consumption
- prediction accuracy
- ensemble classifier
- decision trees
- feature set
- ensemble methods
- solar energy
- disaster management
- sensor nodes
- monitoring system
- fold cross validation
- optimization algorithm
- feature importance
- base classifiers
- ensemble learning
- data sets
- optimization method
- feature extraction
- rotation forest
- machine learning