Multi-appliance recognition system with hybrid SVM/GMM classifier in ubiquitous smart home.
Ying-Xun LaiChin-Feng LaiYueh-Min HuangHan-Chieh ChaoPublished in: Inf. Sci. (2013)
Keyphrases
- smart home
- smart home environment
- support vector
- context aware
- svm classifier
- ubiquitous environments
- context awareness
- support vector machine
- intelligent environments
- training data
- support vector machine svm
- feature space
- home appliances
- feature selection
- home environments
- ambient intelligence
- feature vectors
- ubiquitous computing environments
- training set
- assisted living
- activity recognition
- gaussian mixture model
- pervasive computing
- ubiquitous computing
- home environment
- feature extraction
- plan recognition
- human activities
- ambient assisted living
- intelligent systems
- intelligent agents
- knn
- management system
- learning algorithm
- daily activities
- embedded systems
- mobile devices
- surveillance system
- real time
- neural network
- computer vision
- moving objects