Training data selection with user's physical characteristics data for acceleration-based activity modeling.
Takuya MaekawaShinji WatanabePublished in: Pers. Ubiquitous Comput. (2013)
Keyphrases
- training data
- data sets
- raw data
- data collection
- database
- input data
- test data
- missing data
- data processing
- activity patterns
- end users
- user interface
- computer systems
- training examples
- training set
- noisy data
- data structure
- user activity
- result set
- log files
- labelled data
- feature selection
- multi channel
- learning algorithm
- data distribution
- sensor data
- training samples
- data mining techniques
- small number
- image data
- probability distribution
- data sources