Comparative study of machine learning algorithms for activity recognition with data sequence in home-like environment.
Xiuyi FanHuiguo ZhangCyril LeungChunyan MiaoPublished in: MFI (2016)
Keyphrases
- activity recognition
- machine learning algorithms
- comparative study
- data sets
- sensory data
- data analysis
- human activities
- decision trees
- learning algorithm
- benchmark data sets
- training data
- smart home
- labeled data
- sensor data
- transfer learning
- learning problems
- data mining
- text classification
- data points
- machine learning
- text categorization
- learning models
- prior knowledge
- wearable sensors