Classification of Human Physical Activities from On-body Accelerometers - A Markov Modeling Approach.
Andrea ManniniAngelo M. SabatiniPublished in: BIOSIGNALS (2011)
Keyphrases
- classification accuracy
- text classification
- feature extraction
- machine learning
- human activities
- supervised learning
- classification models
- pattern classification
- pattern recognition
- wearable sensors
- high level knowledge
- real world
- feature selection
- activity recognition
- classification method
- classification algorithm
- decision rules
- automatic classification
- benchmark datasets
- data sets
- decision trees
- image classification
- support vector
- training set
- classification scheme
- training samples
- classification systems
- classification process
- human subjects
- svm classifier
- support vector machine svm
- support vector machine
- feature space
- preprocessing
- neural network