3873 search results - page 157 / 775 » Neighbourhood Components Analysis |
179
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SDM
2011
SIAM
14 years 7 months ago
2011
SIAM
Sparse principal component analysis (PCA) imposes extra constraints or penalty terms to the standard PCA to achieve sparsity. In this paper, we first introduce an efficient algor...
158
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MMM
2010
Springer
16 years 1 months ago
2010
Springer
We propose a novel clustering scheme for spatio-temporal segmentation of sparse motion fields obtained from feature tracking. The approach allows for the segmentation of meaningfu...
184
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WOSP
2000
ACM
15 years 9 months ago
2000
ACM
Interoperability problems arise when complex software systems are constructed by integrating distinct, and often heterogeneous, components. By performing interoperability analysis...
145
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TIT
2002
15 years 4 months ago
2002
Principal curves, like principal components, are a tool used in multivariate analysis for ends like feature extraction. Defined in their original form, principal curves need not ex...
150
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ICSE
2004
IEEE-ACM
16 years 5 months ago
2004
IEEE-ACM
The deployment of software components frequently fails because dependencies on other components are not declared explicitly or are declared imprecisely. This results in an incompl...