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graph based clustering with different attributes on vertices and edge proximity

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-1

$begingroup$

I would like to apply a clustering based approach on a graph oriented problem where vertices do have a set of attributes in addition to another attribute on the edges. The vertices are people and their attributes could be age, sex, physical characteristics, height, etc. And the edge could be the distance between people like the distance that separates them from where they live.

I kind of want to build clusters based on the attributes on the vertices taking into account the edge attribute like a proximity measure or something similar.

Anyone could help with suggestions would be highly appreciated.

clustering unsupervised-learning similarity distance

share|improve this question

asked Apr 8 at 15:36

user2567806user2567806

1

$endgroup$

• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  Study some literature on this task of attributed graph clustering...
  $endgroup$
  – Anony-Mousse
  Apr 8 at 23:23
  
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  @Anony-Mousse could you gently suggest some attributed graph clustering techniques to investigate ? thanks
  $endgroup$
  – user2567806
  Apr 9 at 15:33
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  I don't remember the paper titles, sorry. You'll need to google yourself.
  $endgroup$
  – Anony-Mousse
  Apr 9 at 22:43
  

  
  
  
  

add a comment | 

-1

$begingroup$

I would like to apply a clustering based approach on a graph oriented problem where vertices do have a set of attributes in addition to another attribute on the edges. The vertices are people and their attributes could be age, sex, physical characteristics, height, etc. And the edge could be the distance between people like the distance that separates them from where they live.

I kind of want to build clusters based on the attributes on the vertices taking into account the edge attribute like a proximity measure or something similar.

Anyone could help with suggestions would be highly appreciated.

clustering unsupervised-learning similarity distance

share|improve this question

asked Apr 8 at 15:36

user2567806user2567806

1

$endgroup$

• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  Study some literature on this task of attributed graph clustering...
  $endgroup$
  – Anony-Mousse
  Apr 8 at 23:23
  
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  @Anony-Mousse could you gently suggest some attributed graph clustering techniques to investigate ? thanks
  $endgroup$
  – user2567806
  Apr 9 at 15:33
  

  
  
  
  


• 
  
  
  

  
  

  
  
  
  
  
  

  
  $begingroup$
  I don't remember the paper titles, sorry. You'll need to google yourself.
  $endgroup$
  – Anony-Mousse
  Apr 9 at 22:43
  

  
  
  
  

add a comment | 

$begingroup$

I would like to apply a clustering based approach on a graph oriented problem where vertices do have a set of attributes in addition to another attribute on the edges. The vertices are people and their attributes could be age, sex, physical characteristics, height, etc. And the edge could be the distance between people like the distance that separates them from where they live.

I kind of want to build clusters based on the attributes on the vertices taking into account the edge attribute like a proximity measure or something similar.

Anyone could help with suggestions would be highly appreciated.

clustering unsupervised-learning similarity distance

share|improve this question

asked Apr 8 at 15:36

user2567806user2567806

1

$endgroup$

share|improve this question

asked Apr 8 at 15:36

user2567806user2567806

1

share|improve this question

asked Apr 8 at 15:36

user2567806user2567806

1

asked Apr 8 at 15:36

user2567806user2567806

1

asked Apr 8 at 15:36

user2567806user2567806

1