Ecosyste.ms: Papers

An open API service providing mapping between scientific papers and software projects that are mentioned in them.
All mentions data is based on the CZI Software Mentions dataset.

Projects: cran: RGCCA

https://packages.ecosyste.ms/registries/cran.r-project.org/packages/RGCCA

Regularized and Sparse Generalized Canonical Correlation Analysis for Multiblock Data
8 versions
Latest release: about 1 year ago
4 dependent packages
835 downloads last month

Papers Mentioning RGCCA 13

mixOmics: An R package for ‘omics feature selection and multiple data integration
Cited by: 1,902
Author(s): Florian Rohart, Benoît Gautier, Amrit Singh, Kim‐Anh Lê Cao
Software Mentions: 29
Published: about 7 years ago

10.1093/bib/bbv080

Public data and open source tools for multi-assay genomic investigation of disease
Cited by: 47
Author(s): Lavanya Kannan, Marcel Ramos, Angela Re, Nehmé El-Hachem, Zhaleh Safikhani, Deena M.A. Gendoo, Sean Davis, David Gomez-Cabrero, Robert Castelo, Kasper D. Hansen, Vincent J. Carey, Martin Morgan, Aedín C. Culhane, Benjamin Haibe‐Kains, Levi Waldron
Software Mentions: 15
Published: about 9 years ago

10.1186/s12859-016-1455-1

MultiDataSet: an R package for encapsulating multiple data sets with application to omic data integration
Cited by: 20
Author(s): Carles Hernández-Ferrer, Carlos Ruiz‐Arenas, Alba Beltran-Gomila, Juan R. González
Software Mentions: 14
Published: almost 8 years ago

10.1093/bib/bbv108

Dimension reduction techniques for the integrative analysis of multi-omics data
Cited by: 262
Author(s): Chen Meng, Oana A. Zeleznik, Gerhard G. Thallinger, Bernhard Küster, Amin Moghaddas Gholami, Aedín C. Culhane
Software Mentions: 10
Published: over 8 years ago

10.1371/journal.pone.0246367

Multi-omic modelling of inflammatory bowel disease with regularized canonical correlation analysis
Cited by: 6
Author(s): Lluís Revilla, Aida Mayorgas, A M Corraliza, Maria Carme Masamunt, Amira Metwaly, Dirk Haller, Eva Tristán, Anna Carrasco, María Esteve, Julián Panés, Elena Ricart, Juan José Lozano, Azucena Salas
Software Mentions: 4
Published: almost 4 years ago

10.3390/jpm11080686

JDSNMF: Joint Deep Semi-Non-Negative Matrix Factorization for Learning Integrative Representation of Molecular Signals in Alzheimer’s Disease
Cited by: 5
Author(s): Sehwan Moon, Hyunju Lee
Software Mentions: 4
Published: over 3 years ago

10.1186/s12859-018-2114-5

Obtaining insights from high-dimensional data: sparse principal covariates regression
Cited by: 10
Author(s): Katrijn Van Deun, Elise Anne Victoire Crompvoets, Eva Ceulemans
Software Mentions: 3
Published: over 6 years ago

10.1186/1471-2105-15-162

A multivariate approach to the integration of multi-omics datasets
Cited by: 214
Author(s): Chen Meng, Bernhard Küster, Aedín C. Culhane, Amin Moghaddas Gholami
Software Mentions: 3
Published: over 10 years ago

10.1002/ece3.6563

Moderate grazing increased alpine meadow soils bacterial abundance and diversity index on the Tibetan Plateau
Cited by: 15
Author(s): Yangong Du, Xun Ke, Licong Dai, Guangmin Cao, Huakun Zhou, Xiaowei Guo
Software Mentions: 2
Published: over 4 years ago

10.3390/genes10030238

Challenges in the Integration of Omics and Non-Omics Data
Cited by: 74
Author(s): Evangelina López de Maturana, Lola Alonso, Pablo Alarcón, Isabel Adoración Martín-Antoniano, Sílvia Pineda, Lucas Piorno, M. Luz Calle, Núria Malats
Software Mentions: 2
Published: over 5 years ago

10.1038/s41598-020-69575-x

Multi-group analysis using generalized additive kernel canonical correlation analysis
Cited by: 3
Author(s): Eunseong Bae, Ji-Won Hur, Jin‐Young Kim, Jun Soo Kwon, Jong-Ho Lee, Sang Hun Lee, Chae Young Lim
Software Mentions: 2
Published: over 4 years ago

10.1186/s40168-020-00874-1

Changes of the human skin microbiota upon chronic exposure to polycyclic aromatic hydrocarbon pollutants
Cited by: 58
Author(s): Marcus H. Y. Leung, Xinzhao Tong, Philippe Bastien, Florent Guinot, Arthur Tenenhaus, Brice Appenzeller, Richard J. Betts, Sakina Mezzache, Jing Li, Nasrine Bourokba, Lionel Breton, Cécile Clavaud, Patrick K. H. Lee
Software Mentions: 2
Published: over 4 years ago

10.3389/fpsyg.2021.602576

A Multi-Block Multivariate Analysis to Explore the Influence of the Somatic Maturation in Youth Basketball
Cited by: 4
Author(s): Jorge Arede, Irene Oliveira, Miguel–Ángel Gómez, Nuno Leite
Software Mentions: 1
Published: almost 4 years ago