/LANE

Label Informed Attributed Network Embedding, WSDM 2017

Primary LanguageMATLAB

Label Informed Attributed Network Embedding

Label Informed Attributed Network Embedding, WSDM 2017

Code in MATLAB

H = LANE_fun(Net,Attri,LabelY,d,alpha1,alpha2,numiter);  
H = AANE_fun(Net,Attri,d,alpha1,alpha2,numiter);
  • H is the joint embedding representation of Net and Attri;
  • Net is the weighted adjacency matrix;
  • Attri is the node attribute information matrix with row denotes nodes;
  • LabelY is the label information.

Reference in BibTeX:

@conference{Huang-etal17Label,
Author = {Xiao Huang and Jundong Li and Xia Hu},
Booktitle = {ACM International Conference on Web Search and Data Mining},
Pages = {731--739},
Title = {Label Informed Attributed Network Embedding},
Year = {2017}}