TY - GEN
T1 - On subspace clustering with density consciousness
AU - Chu, Yi Hong
AU - Huang, Jen Wei
AU - Chuang, Kun Ta
AU - Chen, Ming Syan
PY - 2006
Y1 - 2006
N2 - In this paper, a problem, called "the density divergence problem" is explored. This problem is related to the phenomenon that the densities of the clusters vary in different subspace cardinalities. We take the densities into consideration in subspace clustering and explore an algorithm to adaptively determine different density thresholds to discover clusters in different subspace cardinalities.
AB - In this paper, a problem, called "the density divergence problem" is explored. This problem is related to the phenomenon that the densities of the clusters vary in different subspace cardinalities. We take the densities into consideration in subspace clustering and explore an algorithm to adaptively determine different density thresholds to discover clusters in different subspace cardinalities.
UR - http://www.scopus.com/inward/record.url?scp=34547645198&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=34547645198&partnerID=8YFLogxK
U2 - 10.1145/1183614.1183739
DO - 10.1145/1183614.1183739
M3 - Conference contribution
AN - SCOPUS:34547645198
SN - 1595934332
SN - 9781595934338
T3 - International Conference on Information and Knowledge Management, Proceedings
SP - 804
EP - 805
BT - Proceedings of the 15th ACM Conference on Information and Knowledge Management, CIKM 2006
T2 - 15th ACM Conference on Information and Knowledge Management, CIKM 2006
Y2 - 6 November 2006 through 11 November 2006
ER -