Classification of web robots: An empirical study based on over one billion requests.
Junsup LeeSung Deok ChaDongkun LeeHyungkyu LeePublished in: Comput. Secur. (2009)
Keyphrases
- website
- web applications
- pattern recognition
- decision trees
- support vector machine svm
- machine learning algorithms
- support vector
- database
- information sources
- image classification
- feature set
- mobile robot
- classification scheme
- classification method
- classification accuracy
- multi class
- automatic classification
- web pages
- feature selection
- text classification
- unsupervised learning
- machine learning
- web documents
- web mining
- machine learning methods
- class labels
- benchmark datasets
- web technologies
- training samples
- support vector machine
- data sources
- feature vectors
- preprocessing
- cooperative
- feature extraction
- neural network
- data sets