mislam5285/aane_matlab

Accelerated Attributed Network Embedding, SDM 2017

Accelerated Attributed Network Embedding

Accelerated Attributed Network Embedding, SDM 2017

Code in MATLAB

H = AANE_fun(Net,Attri,d);  
H = AANE_fun(Net,Attri,d,lambda,rho);  
H = AANE_fun(Net,Attri,d,lambda,rho,'Att');  
H = AANE_fun(Net,Attri,d,lambda,rho,'Att',splitnum);  

• 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.

Reference in BibTeX:

@conference{Huang-etal17Accelerated,
Author = {Xiao Huang and Jundong Li and Xia Hu},
Booktitle = {SIAM International Conference on Data Mining},
Pages = {633--641},
Title = {Accelerated Attributed Network Embedding},
Year = {2017}}