Topic · Artificial Intelligence · Computer Science
Data Analysis with R
OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.
5 papers
An R package for ensemble learning stacking
The paper introduces an R package for ensemble learning stacking, enabling one-row scripts for training and prediction.
Bioinformatics Advances · Jan 1, 2023Peer-reviewedBioinformatics
Plotgardener: Cultivating precise multi-panel figures in R
Nicole E Kramer, Eric S. Davis, Craig D. Wenger, Erika Deoudes, Sarah M Parker, Michael I. Love, Douglas H. Phanstiel
Plotgardener enables precise, programmatic creation of multi-panel figures in R by offering coordinate-based control over plot placement and aesthetics.
Bioinformatics · Jan 28, 2022Peer-reviewedBioinformatics
Rethomics: an R framework to analyse high-throughput behavioural data
Quentin Geissmann, Luis García Rodríguez, Esteban J. Beckwith, Giorgio F. Gilestro
Rethomics provides an R framework for analyzing high-throughput behavioral data, offering tools for storage, manipulation, and visualization to bridge behavioral biology and data science.
PLoS ONE · Jan 16, 2019Peer-reviewedBioinformatics
beachmat: a Bioconductor C++ API for accessing single-cell genomics data from a variety of R matrix types
Aaron T. L. Lun, Hervé Pagès, Mike L. Smith
The paper introduces beachmat, a C++ API for efficient access to single-cell genomics data in various R matrix formats, demonstrating its performance and integration capabilities.
PLoS Computational Biology · May 3, 2018Peer-reviewedBioinformatics