Active learning and inference method for within network classification.
Tomasz KajdanowiczRadoslaw MichalskiKatarzyna MusialPrzemyslaw KazienkoPublished in: ASONAM (2013)
Keyphrases
- classification method
- classification accuracy
- active learning
- support vector machine svm
- accuracy rate
- detection method
- support vector machine
- significant improvement
- classification process
- similarity measure
- pattern classification
- machine learning methods
- pairwise
- cross validation
- decision rules
- benchmark data sets
- microarray
- machine learning algorithms
- training set
- training samples
- support vector
- preprocessing
- complex networks
- probabilistic model
- classification rate
- classification scheme
- network model
- cost sensitive
- pattern recognition
- peer to peer
- objective function
- classification algorithm
- image classification
- em algorithm
- decision trees