Addressing the Problems of Bayesian Network Classification of Video Using High-Dimensional Features.
Ankush MittalLoong Fah CheongPublished in: IEEE Trans. Knowl. Data Eng. (2004)
Keyphrases
- high dimensionality
- high dimensional
- feature space
- classification accuracy
- small sample size
- bayesian networks
- feature vectors
- classification models
- high dimensional data
- feature extraction
- classification process
- feature selection
- feature set
- feature analysis
- decision trees
- text classification
- multimedia
- class labels
- svm classifier
- pattern recognition
- supervised learning
- support vector machine svm
- benchmark datasets
- classification method
- video clips
- key frames
- video streams
- training samples
- naive bayes
- machine learning
- graphical models
- support vector machine
- support vector
- video sequences
- training data
- microarray
- low dimensional
- microarray data
- video content
- class imbalance
- numeric values