Evaluating the use of machine learning algorithms in environmental sensing for energy saving.
Giovanni DelnevoGianni TumedeiVittorio GhiniCatia PrandiPublished in: NET4us@MobiCom (2023)
Keyphrases
- machine learning algorithms
- energy saving
- global warming
- energy consumption
- sensor networks
- benchmark data sets
- wireless sensor networks
- power consumption
- natural resources
- learning algorithm
- decision trees
- machine learning
- energy efficiency
- predictive accuracy
- machine learning methods
- energy conservation
- save energy
- energy efficient
- random forests
- learning problems
- learning tasks
- machine learning models
- environmental information
- electricity consumption
- air conditioning
- input features
- machine learning systems
- carbon dioxide
- machine learning approaches
- statistical machine learning
- learning models
- environmental data
- management system
- standard machine learning algorithms
- machine learning and data mining algorithms
- real time
- base station
- low cost
- data streams
- data mining