A Brief Survey of Machine Learning Methods for Classification in Networked Data and an Application to Suspicion Scoring.
Sofus Attila MacskassyFoster J. ProvostPublished in: SNA@ICML (2006)
Keyphrases
- networked data
- active learning
- multiple types
- text classification
- machine learning
- feature vectors
- classification accuracy
- decision trees
- feature selection
- feature extraction
- community detection
- supervised learning
- image classification
- collective inference
- relational databases
- training set
- support vector
- social networks