Human Activity Recognition on Smartphones Using a Multiclass Hardware-Friendly Support Vector Machine.
Davide AnguitaAlessandro GhioLuca OnetoXavier ParraJorge Luis Reyes-OrtizPublished in: IWAAL (2012)
Keyphrases
- multi class
- human activity recognition
- support vector machine
- activity recognition
- human activities
- binary classification
- multiclass problems
- svm classifier
- multi class classification
- object detection
- feature selection
- cost sensitive
- hyperplane
- knn
- multiple classes
- k nearest neighbor
- support vector
- machine learning
- multiclass classification
- support vector machine svm
- pairwise
- kernel function
- human computer interaction
- visual surveillance
- binary classifiers
- perceptron algorithm
- binary classification problems
- multiclass learning
- multiclass support vector machines
- action recognition
- feature vectors
- training data
- learning algorithm
- decision boundary
- ls svm
- feature space
- soft margin
- reinforcement learning