Active Learning of Ensemble Classifiers for Gesture Recognition.
J. SchumacherD. SakicArne GrumpeGernot A. FinkChristian WöhlerPublished in: DAGM/OAGM Symposium (2012)
Keyphrases
- gesture recognition
- ensemble classifier
- active learning
- human computer interaction
- ensemble learning
- hidden markov models
- random forest
- concept drift
- base classifiers
- machine learning
- training set
- support vector machine
- fusion method
- learning algorithm
- supervised learning
- classification models
- ensemble methods
- semi supervised
- decision trees
- training examples
- labeled data
- unlabeled data
- semi supervised learning
- feature selection
- cost sensitive
- preprocessing step
- weak classifiers
- data streams
- object oriented
- d objects
- class specific
- data sets