Link prediction and classification in social networks and its application in healthcare and systems biology.
Wadhah AlmansooriShang GaoTamer N. JaradaAbdallah M. ElSheikhAyman N. MurshedJamal JidaReda AlhajjJon G. RoknePublished in: Netw. Model. Anal. Health Informatics Bioinform. (2012)
Keyphrases
- link prediction
- biological networks
- systems biology
- social networks
- social network analysis
- network analysis
- random walk
- supervised learning
- graph mining
- complex networks
- network structure
- high throughput
- community detection
- collaborative filtering
- machine learning methods
- feature selection
- feature extraction
- decision trees
- training set
- reinforcement learning
- high dimensionality
- biologically inspired
- biological data
- biological systems
- protein protein interactions
- learning algorithm
- factor graph model