Package: CKNNRLD
Title: Clustering-Based K-Nearest Neighbor Regression for Longitudinal
        Data
Version: 0.2.2
Authors@R: c(
    person(given = "Mohammad Sadegh", family = "Loeloe", email = "mslbiostat@gmail.com", role = c("aut", "cre")),
    person(given = "Seyyed Mohammad", family = "Tabatabaei", role = "aut"),
    person(given = "Reyhane", family = "Sefidkar", role = "aut"),
    person(given = "Amir Houshang", family = "Mehrparvar", role = "aut"),
    person(given = "Sara", family = "Jambarsang", role = c("aut", "ths"))
  )
Description: Implements the 'CKNNRLD' algorithm (Clustering-Based
        K-Nearest Neighbor Regression for Longitudinal Data) for
        improving K-Nearest Neighbor ('KNN') regression on longitudinal
        data through cluster-based partitioning and localized
        prediction. Offers enhanced computational efficiency and
        accuracy for high-volume longitudinal datasets. The acronym
        'KNN' stands for K-Nearest Neighbor. References: Loeloe MS,
        Tabatabaei SM, Sefidkar R, Mehrparvar AH, Jambarsang S (2025).
        "Boosting K-nearest neighbor regression performance for
        longitudinal data through a novel learning approach." BMC
        Bioinformatics, 26, 232. <doi:10.1186/s12859-025-06205-1>.
License: GPL-3
Encoding: UTF-8
RoxygenNote: 8.0.0
Imports: Directional, graphics, grDevices, Rfast, stats
Depends: R (>= 3.5.0)
NeedsCompilation: no
Language: en-US
Suggests: knitr, rmarkdown, testthat
LazyData: true
Packaged: 2026-07-13 11:54:49 UTC; root
Author: Mohammad Sadegh Loeloe [aut, cre], Seyyed Mohammad Tabatabaei
        [aut], Reyhane Sefidkar [aut], Amir Houshang Mehrparvar [aut],
        Sara Jambarsang [aut, ths]
Maintainer: Mohammad Sadegh Loeloe <mslbiostat@gmail.com>
Config/pak/sysreqs: libabsl-dev cmake libfreetype6-dev libgdal-dev
        gdal-bin libgeos-dev libglu1-mesa-dev make texlive libpng-dev
        libuv1-dev libgl1-mesa-dev libssl-dev libproj-dev
        libsqlite3-dev libudunits2-dev zlib1g-dev
Repository: https://mslbiostat.r-universe.dev
Date/Publication: 2026-07-13 07:20:08 UTC
RemoteUrl: https://github.com/cran/CKNNRLD
RemoteRef: HEAD
RemoteSha: 1815ed7afceb870289260e3e5c1905ac173de31b