Semantic Entity Detection by Integrating CRF and SVM.
Peng CaiHangzai LuoAoying ZhouPublished in: WAIM (2010)
Keyphrases
- support vector
- support vector machine svm
- automatic detection
- detection rate
- detection algorithm
- support vector machine
- svm classifier
- anomaly detection
- feature selection
- feature vectors
- detection method
- conditional random fields
- kernel function
- named entities
- multi class
- kernel methods
- semantic annotation
- machine learning
- semantic network
- graphical models
- higher order
- object detection
- knn
- pairwise
- high level
- semantic web
- markov random field
- semantic information
- false positives
- classification algorithm
- information extraction
- classification method
- training set
- training data
- neural network