Evolution of Smart Home Energy Management System Using Internet of Things and Machine Learning Algorithms.
Tarana SinghArun SolankiSanjay Kumar SharmaPublished in: ACI@ISIC (2022)
Keyphrases
- machine learning algorithms
- smart home
- management system
- energy conservation
- energy management
- benchmark data sets
- learning algorithm
- machine learning methods
- predictive accuracy
- smart home environment
- machine learning
- decision trees
- assisted living
- learning problems
- ubiquitous environments
- mobile devices
- home environment
- machine learning approaches
- activity recognition
- ambient intelligence
- random forests
- energy consumption
- context aware
- ubiquitous computing
- daily activities
- standard machine learning algorithms
- intelligent systems
- embedded systems
- learning models
- machine learning models
- neural network
- transfer learning
- fuzzy logic
- prior knowledge
- home environments
- reinforcement learning
- human activities