LE2ML: a microservices-based machine learning workbench as part of an agnostic, reliable and scalable architecture for smart homes.
Florentin ThullierSylvain HalléSébastien GabouryPublished in: J. Ambient Intell. Humaniz. Comput. (2023)
Keyphrases
- smart home
- machine learning
- management system
- home automation
- activity recognition
- maximum likelihood
- assisted living
- ambient intelligence
- smart home environment
- context aware
- energy aware
- ambient assisted living
- ubiquitous environments
- home environment
- data mining
- feature selection
- text classification
- intelligent environments
- machine learning algorithms
- natural language processing
- text mining
- training set
- human activities
- decision trees
- activities of daily living
- learning algorithm
- neural network
- supervised learning
- reinforcement learning
- smart environments
- training data
- artificial intelligence
- computational intelligence