Managing irrelevant knowledge in CBR models for unsolicited e-mail classification.
José Ramon MéndezDaniel Glez-PeñaFlorentino Fdez-RiverolaFernando DíazJuan M. CorchadoPublished in: Expert Syst. Appl. (2009)
Keyphrases
- spam e mail
- spam filtering
- classification models
- anti spam
- prior knowledge
- decision trees
- email spam
- benchmark datasets
- machine learning algorithms
- knowledge acquisition
- knowledge base
- case base
- knowledge management
- pattern recognition
- probabilistic model
- supervised learning
- feature extraction
- statistical models
- classification algorithm
- classification method
- machine learning methods
- feature space
- support vector machine
- feature selection
- image classification
- active learning
- training set
- data mining techniques
- preprocessing
- instant messaging
- case based reasoning
- face recognition
- pre classified