Ensemble of HMM classifiers based on the clustering validity index for a handwritten numeral recognizer.
Albert Hung-Ren KoRobert SabourinAlceu de Souza Britto Jr.Published in: Pattern Anal. Appl. (2009)
Keyphrases
- multiple classifiers
- validity index
- hidden markov models
- handwritten numerals
- handwritten numeral recognition
- ensemble learning
- clustering algorithm
- fuzzy clustering
- classifier ensemble
- validity indices
- clustering validity
- fuzzy c means
- training data
- speech recognition
- combining multiple
- individual classifiers
- classifier combination
- davies bouldin
- clustering method
- training set
- majority voting
- ensemble classifier
- ensemble methods
- k means
- gesture recognition
- neural network
- feature selection
- fusion method
- multi class
- data points
- support vector
- weak classifiers
- random forest
- base classifiers
- training samples
- high dimensional
- pattern recognition
- decision making