Zespoły klasteryzujące dla klasteryzacji w podprzestrzeniach
[Ensemble subspace clustering]

Anna Filipiak
(Katedra Inteligencji Obliczeniowej, PWr, Wrocław)


Nowadays, we are encountering enormous amount of data wherever we are, but 
analyzing them is still a challenge because of volume and number of considered 
attributes. Subspace clustering is one of the methods used for analysis of this 
kind of data. It is especially convenient for datasets of high dimensionality. 
It is applied in multiple fields like for example medicine, text mining or 
social network analysis. Ensemble methods are well-known mainly for its usage 
in classification. They use multiple known approaches and combine their results 
to get a new and better one. The aim is to apply ensemble methods to subspace 
clustering.