Front-Door Event Classification Algorithm for Elderly People Living Alone in Smart House Using Wireless Binary Sensors.
Tan-Hsu TanMunkhjargal GochooFu-Rong JeanShih-Chia HuangSy-Yen KuoPublished in: IEEE Access (2017)
Keyphrases
- classification algorithm
- home environments
- smart home
- health monitoring
- smart environments
- daily activities
- wireless sensor
- body sensor networks
- ambient intelligence
- k nearest neighbor
- document classification
- knn
- wireless communication
- wearable sensors
- activity recognition
- wireless networks
- sensor data
- classification rules
- classification method
- home environment
- class labels
- support vector machine
- sensor networks
- daily life
- concept drift
- training phase
- naive bayes
- context aware
- training set
- accurate classification
- learning algorithm
- ambient assisted living
- clustering algorithm
- data streams
- classifier ensemble
- communication technologies
- ubiquitous computing
- human activities