Combining emerging patterns with random forest for complex activity recognition in smart homes.
Hadi Tabatabaee MalaziMohammad DavariPublished in: Appl. Intell. (2018)
Keyphrases
- smart home
- activity recognition
- random forest
- emerging patterns
- smart home environment
- activities of daily living
- human activities
- feature set
- daily activities
- smart environments
- decision trees
- action recognition
- context aware
- itemsets
- ambient assisted living
- sparse data
- home environments
- intelligent systems
- ensemble methods
- data mining methods
- multi class
- ambient intelligence
- base classifiers
- natural language processing
- fuzzy logic
- subgroup discovery
- information retrieval
- older adults
- management system
- intelligent agents
- genetic programming