k-Labelsets for Multimedia Classification with Global and Local Label Correlation.
Yan YanShiNing LiXiao ZhangAnyi WangZhigang LiJingyu ZhangPublished in: MMM (2) (2018)
Keyphrases
- multimedia
- class labels
- pattern classification
- pattern recognition
- classification accuracy
- classification method
- support vector machine svm
- preprocessing
- support vector
- decision trees
- feature space
- support vector machine
- classification scheme
- learning environment
- feature selection
- machine learning methods
- multi label
- image segmentation
- multimedia databases
- feature extraction
- model selection
- supervised learning
- multimedia information retrieval
- machine learning
- training data
- digital libraries
- classification models
- classification rate
- multi label learning
- correlation coefficient
- benchmark datasets
- training samples
- unsupervised learning
- text classification
- nearest neighbor
- feature vectors