Transfer AdaBoost SVM for Link Prediction in Newly Signed Social Networks using Explicit and PNR Features.
Anh-Thu Nguyen-ThiPhuc Quang NguyenThanh Duc NgoTu-Anh Nguyen-HoangPublished in: KES (2015)
Keyphrases
- link prediction
- social networks
- topological features
- social network analysis
- support vector
- complex networks
- svm classifier
- network analysis
- multi relational
- feature selection
- random walk
- support vector machine svm
- graph mining
- multi class
- bipartite graph
- feature space
- community detection
- network structure
- learning algorithm
- feature vectors
- influence propagation
- feature set
- link formation
- feature extraction
- social media
- knn
- collaborative filtering
- support vector machine
- online social networks
- missing links
- multi class classification
- heterogeneous networks
- social relationships
- adaboost algorithm
- social network data
- entity resolution
- machine learning
- bipartite networks
- social interaction
- social ties
- proximity measures
- temporal information
- object detection