Title :
Robust clustering of multi-structure data with enhanced sampling
Author :
Jungwon Kang ; Si Jong Kim ; Myung Jin Chung
Author_Institution :
Dept. of Electr. Eng., KAIST, Daejeon, South Korea
fDate :
Oct. 30 2013-Nov. 2 2013
Abstract :
This paper deals with the improvement of clustering results by enhancing performance of sampling. The proposed clustering framework is established on a J-linkage framework [4] with guided sampling technique for multi-structures [7]. We tested the proposed method on publicly available dataset, verifying the validness of the proposed method.
Keywords :
data structures; pattern clustering; sampling methods; J-linkage framework; enhanced sampling; guided sampling technique; multistructure data robust clustering; clustering; guided sampling; multiple structure estimation;
Conference_Titel :
Ubiquitous Robots and Ambient Intelligence (URAI), 2013 10th International Conference on
Conference_Location :
Jeju
Print_ISBN :
978-1-4799-1195-0
DOI :
10.1109/URAI.2013.6677397