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canonical correlation analysis

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canonical correlation analysis

A statistical manoeuvre which defines covariation for 2 groups of random variables—x and y—and seeks to identify linear combinations of the x's and the y's which have maximum correlation with each other.
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References in periodicals archive
X., "Cross-Modal Image Clustering via Canonical Correlation Analysis," in Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015.
Content Based Image Retrieval using Multimodal Data based on CCA
Boostani, "FF-SKPCCA: kernel probabilistic canonical correlation analysis," Applied Intelligence, vol.
A New Feature Extraction Algorithm Based on Orthogonal Regularized Kernel CCA and Its Application
The paper applies the canonical correlation analysis for assessing the linkages of Pakistan's economy to the globe.
Exploring Channels of Economic Linkages of Pakistan's Economy to the Globe
Canonical correlation analysis and structural equation modelling: What do they have in common?
Career anchors and cross-cultural adjustment among expatriates in a non-profit organization
Canonical correlation analysis was used to evaluate the relationships between preoperative parameters (e.g., sex, age, pre-BCVA, EL, the minimum diameter of FTMH, the diameter of basal side of FTMH, and the presence of LHEP) and postoperative parameters (e.g., 6M-BCVA, the continuity of subfoveal EZ and ELM 6 months after the surgery).
The Comparison of the Surgical Outcome for the Full-Thickness Macular Hole with/without Lamellar Hole-Associated Epiretinal Proliferation
The typical approach for revealing correlation relationships of two views is canonical correlation analysis (CCA) [10], which projects two-view data into their respective canonical subspaces.
Semi-Supervised Multi-View Ensemble Learning Based On Extracting Cross-View Correlation
To work on this set of dependent and independent variables the Canonical Correlation Analysis (CC) was tentatively chosen.
Environmental management, strategic practices and praxis: a study in Santa Catarina industrial companies
In particular, Canonical Correlation Analysis (CCA) is used to synthesise the NIR eigenfaces from their corresponding visible ones.
DESIGNING FACE VERIFICATION SYSTEMS BASED SYNTHESISED NEAR INFRARED INFORMATION
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