Package: CKNNRLD
Title: Clustering-Based K-Nearest Neighbor Regression for Longitudinal
        Data
Version: 0.1.4
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
Imports: Directional, graphics, Rfast
Depends: R (>= 3.5.0)
NeedsCompilation: no
Language: en-US
Config/roxygen2/version: 8.0.0
Packaged: 2026-06-09 16:08:47 UTC; sadegh-pc
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>
Repository: CRAN
Date/Publication: 2026-06-09 16:20:02 UTC
Built: R 4.6.0; ; 2026-06-09 18:51:15 UTC; unix
