Imaging Engine, Tools for Application of Image Filters to Data
Matrices
Provides fast application of image filters to data matrices,
using R and C++ algorithms.

IMAGing engINE, Tools for Application of Image Filters to Data
Matrices

2018-05-06 15:21:24 UTC; NvTomus InDemonic

IMAGing engINEs, Tools for Application of Image Filters to Data
Matrices

Preprocessing Algorithms for Imbalanced Datasets
c(
person("Ignacio", "Cordón", email = "nacho.cordon.castillo@gmail.com", role = c("aut", "cre"))
)
Algorithms to treat imbalanced datasets. Imbalanced datasets usually damage
the performance of the classifiers. Thus, it is important to treat data before
applying a classifier algorithm. This package includes recent preprocessing algorithms
in the literature.
bnlearn, KernelKnn, ggplot2, utils, stats, mvtnorm, Rcpp
testthat, C50, knitr, rmarkdown, FNN, smotefamily

c(
person("Ignacio", "Cordón", email = "nacho.cordon.castillo@gmail.com", role = c("aut", "cre")),
person("Salvador", "García", role = "aut"),
person("Alberto", "Fernández", role = "aut"),
person("Francisco", "Herrera", role = "aut")
)
Class imbalance usually damages the performance of classifiers. Thus, it is
important to treat data before applying a classifier algorithm. This package
includes recent resampling algorithms in the literature: (Barua et al. 2014)
<doi:10.1109/tkde.2012.232>; (Das et al. 2015) <doi:10.1109/tkde.2014.2324567>,
(Zhang et al. 2014) <doi:10.1016/j.inffus.2013.12.003>; (Gao et al. 2014)
<doi:10.1016/j.neucom.2014.02.006>; (Almogahed et al. 2014)
<doi:10.1007/s00500-014-1484-5>. It also includes an useful interface to
perform oversampling.
bnlearn, KernelKnn, ggplot2, utils, stats, mvtnorm, Rcpp,
smotefamily, FNN, C50
Ignacio Cordón [aut, cre],
Salvador García [aut],
Alberto Fernández [aut],
Francisco Herrera [aut]

c(person("Jon", "Clayden", email="code@clayden.org", role=c("aut","cre"), comment=c(ORCID="0000-0002-6608-0619")),
person("Chris", "Rorden", role="aut", comment=c(ORCID="0000-0002-7554-6142")),
person("John", "Muschelli", role="ctb", comment=c(ORCID="0000-0001-6469-1750")),
person("Exstrom Laboratories LLC", role="cph"))
Provides a set of fast, chainable image-processing operations
which are applicable to images of two, three or four dimensions,
particularly medical images.
Jon Clayden [aut, cre] (<https://orcid.org/0000-0002-6608-0619>),
Chris Rorden [aut] (<https://orcid.org/0000-0002-7554-6142>),
John Muschelli [ctb] (<https://orcid.org/0000-0001-6469-1750>),
Exstrom Laboratories LLC [cph]