Canonical Correlation Analysis on Data With Censoring and Error Information
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Material Type |
Article
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Author(s) |
Sun, Jianyong (Author)
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Source Journal Info. |
Title:
IEEE Transactions on Neural Networks and Learning Systems
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Volume/ Issue No.: 2013/DEC V.24 N.12
Call No.:006 ITN Location: Periodicals & References Hall - 2nd floor
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Physical Description |
p 1909-1919
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Subject Area/ Descriptors |
Computer
(12522)
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Abstract |
We developed a probabilistic model for canonical correlation analysis in the case when the associated datasets are incomplete. This case can arise where data entries either contain measurement errors or are censored (i.e., nonignorable missing) due to uncertainties in instrument calibration and physical limitations of devices and experimental conditions....
Full Abstract
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Journal:
IEEE Transactions on Neural Networks and Learning Systems
(1903)
Issu: 2013/DEC V.24 N.12
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