5880 search results - page 279 / 1176 » Data Clustering: A Review |
157
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ICCS
2005
Springer
16 years 6 days ago
2005
Springer
Existing methods for time series clustering rely on the actual data values can become impractical since the methods do not easily handle dataset with high dimensionality, missing v...
119
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KDD
1997
ACM
15 years 11 months ago
1997
ACM
Low-frequency variability in geopotential height records of the Northern Hemisphere is a topic of significance in atmospheric science, having profound implications for climate mod...
165
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ICPR
2010
IEEE
15 years 10 months ago
2010
IEEE
The paper introduces a framework for clustering data objects in a similarity-based context. The aim is to cluster objects into a given number of classes without imposing a hard pa...
174
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ECCV
2010
Springer
15 years 9 months ago
2010
Springer
We propose a spectral learning approach to shape segmentation. The method is composed of a constrained spectral clustering algorithm that is used to supervise the segmentation of a...
207
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NIPS
2004
15 years 8 months ago
2004
We study a number of open issues in spectral clustering: (i) Selecting the appropriate scale of analysis, (ii) Handling multi-scale data, (iii) Clustering with irregular backgroun...