# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "CKNNRLD" in publications use:' type: software license: GPL-3.0-only title: 'CKNNRLD: Clustering-Based K-Nearest Neighbor Regression for Longitudinal Data' version: 0.1.2 doi: 10.32614/CRAN.package.CKNNRLD abstract: '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 clustering is performed using the ''latrend'' package, which provides a unified interface for various longitudinal clustering methods including ''KML'' (K-Means for Longitudinal data). The acronym ''KNN'' stands for K-Nearest Neighbor. The acronym ''KML'' stands for K-Means for Longitudinal data. 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. ; Genolini C, Falissard B (2010). "KmL: k-means for longitudinal data." Computational Statistics, 25(2), 317-328. .' authors: - family-names: Loeloe given-names: Mohammad Sadegh email: mslbiostat@gmail.com - family-names: Tabatabaei given-names: Seyyed Mohammad - family-names: Sefidkar given-names: Reyhane - family-names: Mehrparvar given-names: Amir Houshang - family-names: Jambarsang given-names: Sara repository: https://mslbiostat.r-universe.dev commit: 858e0778980076789089b8dbdda1900c50cd1501 date-released: '2026-05-28' contact: - family-names: Loeloe given-names: Mohammad Sadegh email: mslbiostat@gmail.com