Classification of time-series data using a generative/discriminative hybrid.
Karim T. Abou-MoustafaMohamed CherietChing Y. SuenPublished in: IWFHR (2004)
Keyphrases
- discriminative learning
- unsupervised learning
- discriminative methods
- feature selection
- feature extraction
- classification accuracy
- decision trees
- training samples
- preprocessing
- discriminative training
- automatic classification
- discriminative classifiers
- machine learning
- category labels
- image classification
- text classification
- generative model
- feature space
- class discrimination
- support vector machine svm
- object category recognition
- conditional likelihood
- robust classification
- discrimination power
- discriminative features
- hybrid generative discriminative
- pattern recognition
- classification algorithm
- training set
- machine learning algorithms
- classification scheme
- support vector machine
- object recognition
- data analysis
- feature vectors
- probabilistic model
- discriminating features
- data points
- supervised learning
- discriminative models
- discriminative information
- bayesian network classifiers
- classification method
- class specific