875 search results - page 78 / 175 » Linear Manifold Clustering |
98
Voted
GLOBECOM
2008
IEEE
15 years 27 days ago
2008
IEEE
Spatial correlation among received signals has a significant impact on the performance of a multipleinput multiple-output (MIMO) system. In prior research, expressions were derived...
115
Voted
DATAMINE
2006
15 years 23 days ago
2006
Motivated by the poor performance (linear complexity) of the EM algorithm in clustering large data sets, and inspired by the successful accelerated versions of related algorithms l...
124
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IDEAS
2006
IEEE
15 years 6 months ago
2006
IEEE
We present a parallel version of BIRCH with the objective of enhancing the scalability without compromising on the quality of clustering. The incoming data is distributed in a cyc...
102
Voted
NN
2006
Springer
15 years 21 days ago
2006
Springer
- Contiguity Analysis is a straightforward generalization of Linear Discriminant Analysis in which the partition of elements is replaced by a more general graph structure. Applied ...
101
Voted
CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
In this paper, an analysis of locally linear embedding (LLE) in the context of clustering is developed. As LLE conserves the local affine coordinates of points, shape protrusions ...