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A Tutorial on Canonical Correlation Methods

Referentgranskad
DOI
10.1145/3136624
Uurtio, Viivi; Monteiro, João M; Kandola, Jaz; Shawe-Taylor, John; Fernandez-Reyes, Delmiro; Rousu, ...
ACM Computing Surveys2017Publicationer information ikon

Canonical Correlation Methods for Exploring Microbe-Environment Interactions in Deep Subsurface

Referentgranskad
Uurtio, Viivi; Bomberg, Malin; Nybo, Kristian; Itävaara, Merja; Rousu, Juho
Lecture notes in computer science2015Publicationer information ikon

Scalable multi-label canonical correlation analysis for cross-modal retrieval

Referentgranskad
Öppen tillgång
DOI
10.1016/j.patcog.2021.107905
Shu, Xin; Zhao, Guoying
Pattern recognition2021Publicationer information ikon

Bayesian Canonical Correlation Analysis

Referentgranskad
Öppen tillgång
Klami, Arto; Virtanen, Seppo; Kaski, Samuel
Journal of Machine Learning Research2013Publicationer information ikon

Bayesian Canonical Correlation Analysis

Referentgranskad
Klami, Arto; Virtanen, Seppo; Kaski, Samuel
Journal of Machine Learning Research2013Publicationer information ikon

Non-linear canonical correlation for joint analysis of MEG signals from two subjects

Referentgranskad
Öppen tillgång
DOI
10.3389/fnins.2013.00107
Campi, Cristina; Parkkonen, Lauri; Hari, Riitta; Hyvärinen, Aapo
Frontiers in neuroscience2013Publicationer information ikon

Sparse tensor canonical correlation analysis for micro-expression recognition

Referentgranskad
DOI
10.1016/j.neucom.2016.05.083
Wang, S.­J.; Yan, W.­J.; Sun, T.; Zhao, G.; Fu, X.
Neurocomputing2016Publicationer information ikon

Penalized canonical correlation analysis reveals a relationship between temperament traits and brain oscillations during mind wandering

Referentgranskad
Öppen tillgång
DOI
10.1002/brb3.3428
Heinilä, Erkka; Hyvärinen, Aapo; Parkkonen, Lauri; Parviainen, Tiina
Brain and behavior2024Publicationer information ikon

Methods for Interpreting Kernel Canonical Correlation Measures

Öppen tillgång
Uurtio, Viivi
Aalto University2020Publicationer information ikon

Large-Scale Sparse Kernel Canonical Correlation Analysis

Referentgranskad
Öppen tillgång
Uurtio, Viivi; Bhadra, Sahely; Rousu, Juho
Proceedings of Machine Learning Research2019

A Tutorial on Canonical Correlation Methods

Referentgranskad
DOI
10.1145/3136624
2017

Canonical Correlation Methods for Exploring Microbe-Environment Interactions in Deep Subsurface

Referentgranskad
2015

Scalable multi-label canonical correlation analysis for cross-modal retrieval

Referentgranskad
Öppen tillgång
DOI
10.1016/j.patcog.2021.107905
2021

Bayesian Canonical Correlation Analysis

Referentgranskad
Öppen tillgång
2013

Bayesian Canonical Correlation Analysis

Referentgranskad
2013

Non-linear canonical correlation for joint analysis of MEG signals from two subjects

Referentgranskad
Öppen tillgång
DOI
10.3389/fnins.2013.00107
2013

Sparse tensor canonical correlation analysis for micro-expression recognition

Referentgranskad
DOI
10.1016/j.neucom.2016.05.083
2016

Penalized canonical correlation analysis reveals a relationship between temperament traits and brain oscillations during mind wandering

Referentgranskad
Öppen tillgång
DOI
10.1002/brb3.3428
2024

Methods for Interpreting Kernel Canonical Correlation Measures

Öppen tillgång
2020

Large-Scale Sparse Kernel Canonical Correlation Analysis

Referentgranskad
Öppen tillgång
2019