Machine learning-based prediction model for battery levels in IoT devices using meteorological variables.
Juan Emilio Zurita MaciasSergio TrillesPublished in: Internet Things (2024)
Keyphrases
- prediction model
- machine learning
- stepwise regression
- regression model
- bp neural network
- response surface methodology
- management system
- mobile devices
- wavelet neural network
- variable selection
- weather forecasting
- neural network
- data mining
- learning algorithm
- learning tasks
- battery powered
- software reliability
- ls svm
- fuzzy neural network
- bp network
- customer churn
- feature selection
- location information
- predictive model
- support vector machine
- electric vehicles
- fuzzy logic
- model selection
- exponential smoothing
- smart objects
- cloud computing
- power consumption