Improving Spamdexing Detection Via a Two-Stage Classification Strategy.
Guanggang GengChunheng WangQiudan LiPublished in: AIRS (2008)
Keyphrases
- pattern recognition
- classification accuracy
- pattern classification
- detection algorithm
- decision trees
- machine learning
- support vector machine svm
- support vector machine
- feature space
- feature vectors
- support vector
- classification systems
- automatic classification
- automatic detection
- object detection
- image classification
- text classification
- robust detection
- classification scheme
- false alarms
- object classification
- roc curve
- classification algorithm
- machine learning methods
- feature selection
- feature extraction
- preprocessing
- benchmark datasets
- decision rules
- change detection
- machine learning algorithms
- detection accuracy
- neural network
- optimal strategy
- classification process
- spam detection
- features extraction
- feature extraction and classification
- support vector machine classifier
- microcalcification clusters