Using Sensor Sequences for Activity Recognition by Mining and Multi-Class Adaboost.
Md. Kamrul HasanSungyoung LeeYoung-Koo LeePublished in: IC-AI (2010)
Keyphrases
- multi class
- activity recognition
- sensory data
- wearable sensors
- human activity recognition
- human activities
- action recognition
- multi class classification
- accelerometer data
- multiclass classification
- object detection
- pairwise
- smart home
- base classifiers
- boosting algorithms
- sensor data
- support vector machine
- multi class boosting
- multiple classes
- hidden markov models
- error correcting output codes
- binary classification
- feature selection
- cost sensitive
- sensor networks
- transfer learning
- prior knowledge
- support vector
- data mining
- sequence analysis
- binary classification problems
- text mining
- information extraction
- machine learning
- multi class problems
- similarity measure
- object recognition
- data sets