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Network lasso: Clustering and optimization in large graphs
Convex Optimization ADMM Network Lasso
2015/8/7
Convex optimization is an essential tool for modern data analysis, as it provides a framework to formulate and solve many problems in machine learning and data mining. However, general convex optimiza...
Predict Edges in Fliker Social Network Using Data Mining Method
Social Network Data Mining Link Prediction Regression
2013/1/28
Using social networking services is becoming more popular day by day. The websites of the social networks like face-book currently are among the most popular internet services just after giant portals...
LEARNING THE STRUCTURE OF BAYESIAN NETWORK FROM SMALL AMOUNT OF DATA
Bayesian network machine learning algorithm structure learning
2010/1/11
Many areas of artificial intelligence must handling with imperfection of
information. One of the ways to do this is using representation and reasoning with
Bayesian networks. Creation of a Bayesian ...