502 search results - page 15 / 101 » Sparse Subspace Clustering |
125
click to vote
ICDE
2010
IEEE
15 years 11 days ago
2010
IEEE
Abstract— We propose the Multi-resolution Correlation Cluster detection (MrCC), a novel, scalable method to detect correlation clusters able to analyze dimensional data in the ra...
105
click to vote
ICML
2010
IEEE
15 years 2 months ago
2010
IEEE
We propose low-rank representation (LRR) to segment data drawn from a union of multiple linear (or affine) subspaces. Given a set of data vectors, LRR seeks the lowestrank represe...
143
click to vote
ICASSP
2010
IEEE
15 years 11 days ago
2010
IEEE
Independent component analysis (ICA) has been successfully applied for the analysis of functional magnetic resonance imaging (fMRI) data. However, independence might be too strong...
132
click to vote
DEXA
2009
Springer
15 years 8 months ago
2009
Springer
Abstract. In this paper, we study the problem of projected outlier detection in high dimensional data streams and propose a new technique, called Stream Projected Ouliter deTector ...
141
Voted
PAKDD
2010
ACM
15 years 3 months ago
2010
ACM
Abstract. Finding correlation clusters in the arbitrary subspaces of highdimensional data is an important and a challenging research problem. The current state-of-the-art correlati...