Representation Learning for Classification in Heterogeneous Graphs with Application to Social Networks.
Ludovic Dos SantosBenjamin PiwowarskiLudovic DenoyerPatrick GallinariPublished in: ACM Trans. Knowl. Discov. Data (2018)
Keyphrases
- social networks
- supervised learning
- incremental learning
- learning process
- learning systems
- pattern recognition
- learning algorithm
- learning phase
- feature vectors
- discriminative learning
- learning problems
- feature construction
- learning tasks
- unsupervised learning
- image classification
- feature representation
- social network analysis
- online learning
- classification accuracy
- prior knowledge
- feature selection
- machine learning
- support vector machine
- training data
- face recognition
- representational power