Results 21 to 30 of about 1,105,140 (302)

A Jacobi–Davidson Method for Large Scale Canonical Correlation Analysis

Algorithms, 2020
In the large scale canonical correlation analysis arising from multi-view learning applications, one needs to compute canonical weight vectors corresponding to a few of largest canonical correlations.
Zhongming Teng, Xiaowei Zhang
doaj   +1 more source

Ensemble canonical correlation analysis

Applied Intelligence, 2013
Canonical Correlation Analysis (CCA) aims at identifying linear dependencies between two different but related multivariate views of the same underlying semantics. Ignoring its various extensions to more than two views, CCA uses these two views as complex labels to guide the search of maximally correlated projection vectors (covariates). Therefore, CCA
Cemal Okan Sakar, Olcay Kursun, Fikret Gürgen   +2 more
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A rotation method for computing canonical correlations [PDF]

, 1957
RESP ...
Healy, M. J. R., M. J. R. Healy
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PerseusDL/canonical-greekLit: None

, 2021
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Jeroen Hellingman, Stephen Scott, Chiara Palladino, Alison Babeu, Bridget Almas, Matthew Munson, srdee, Thibault Clérice, Chris Drymon, Scott Fleischman, Adiel Mittmann, ahanhardt, Joel Kalvesmaki, Lisa Cerrato, Andrei, Eric Sowell, Aurélien Berra, TDBuck, gregorycrane, KATEBHN   +19 more
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Canonical correlations among grapevine agronomic and processing characteristics

Acta Scientiarum. Agronomy, 2019
Canonical correlation analysis allows conclusions to be drawn about the occurrence and magnitude of associations between two groups of characteristics.
Adeliano Cargnin
doaj   +1 more source

Screening of Popcorn Genotypes for Drought Tolerance Using Canonical Correlations

Agronomy, 2020
Getting around the damage caused by drought is a worldwide challenge, particularly in Brazil, given that economy is based on agricultural activities, including popcorn growing.
Samuel Henrique Kamphorst, Gabriel Moreno Bernardo Gonçalves, Antônio Teixeira do Amaral Júnior, Valter Jário de Lima, Jhean Torres Leite, Kátia Fabiane Medeiros Schmitt, Divino Rosa dos Santos Junior, Juliana Saltires Santos, Fábio Tomaz de Oliveira, Caio Cézar Guedes Corrêa, Weverton Pereira Rodrigues, Eliemar Campostrini   +11 more
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Stochastic Canonical Correlation Analysis

J. Mach. Learn. Res., 2017
We study the sample complexity of canonical correlation analysis (CCA), \ie, the number of samples needed to estimate the population canonical correlation and directions up to arbitrarily small error. With mild assumptions on the data distribution, we show that in order to achieve $ε$-suboptimality in a properly defined measure of alignment between the
Chao Gao, Dan Garber, Nathan Srebro, Jialei Wang, Weiran Wang   +4 more
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Neurons as Canonical Correlation Analyzers [PDF]

Frontiers in Computational Neuroscience, 2020
Normative models of neural computation offer simplified yet lucid mathematical descriptions of murky biological phenomena. Previously, online Principal Component Analysis (PCA) was used to model a network of single-compartment neurons accounting for weighted summation of upstream neural activity in the soma and Hebbian/anti-Hebbian synaptic learning ...
Cengiz Pehlevan, Xinyuan Zhao, Anirvan M. Sengupta, Dmitri Chklovskii, Dmitri Chklovskii   +4 more
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Um modelo estocástico combinado de previsão sazonal para a precipitação no Brasil A combined stochastic model for seasonal prediction of precipitation in Brazil

Revista Brasileira de Meteorologia, 2010
Este artigo discute um modelo de previsão combinada para a realização de prognósticos climáticos na escala sazonal. Nele, previsões pontuais de modelos estocásticos são agregadas para obter as melhores projeções no tempo. Utilizam-se modelos estocásticos
Paulo Sérgio Lúcio, Fabrício Daniel dos Santos Silva, Lauro Tadeu Guimarães Fortes, Luiz André Rodrigues dos Santos, Danielle Barros Ferreira, Mozar de Araújo Salvador, Helena Turon Balbino, Gabriel Fonseca Sarmanho, Larissa Sayuri Futino Castro dos Santos, Edmundo Wallace Monteiro Lucas, Tatiane Felinto Barbosa, Pedro Leite da Silva Dias   +11 more
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PerseusDL/canonical-latinLit: None

, 2021
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Marius Jøhndal, MMernitz, Stephen Scott, Alison Babeu, Stella, Bridget Almas, Matthew Munson, Thibault Clérice, srdee, Patrick J. Burns, maryam-foradi, Neven Jovanović, zachhimes, Samuel J. Huskey, Masoumeh Seydi, Lisa Cerrato, annettegessner, Giuseppe G. A. Celano, mkonieczny9805, TDBuck   +19 more
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