329 search results - page 5 / 66 » Graph-Theoretic Approach to Clustering and Segmentation |
109
Voted
RIAO
2004
15 years 1 months ago
2004
In this paper we introduce a machine learning approach for automatic text segmentation. Our text segmenter clusters text-segments containing similar concepts. It first discovers th...
91
Voted
DASFAA
2005
IEEE
15 years 5 months ago
2005
IEEE
Abstract. Pattern-based clustering has broad applications in microarray data analysis, customer segmentation, e-business data analysis, etc. However, pattern-based clustering often...
126
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CVPR
2012
IEEE
13 years 2 months ago
2012
IEEE
Motion segmentation based on point trajectories can integrate information of a whole video shot to detect and separate moving objects. Commonly, similarities are defined between ...
138
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JMLR
2012
13 years 2 months ago
2012
Temporal Clustering (TC) refers to the factorization of multiple time series into a set of non-overlapping segments that belong to k temporal clusters. Existing methods based on e...
106
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ICDM
2009
IEEE
14 years 9 months ago
2009
IEEE
Temporal causal modeling can be used to recover the causal structure among a group of relevant time series variables. Several methods have been developed to explicitly construct te...