{ "_id": "6a103c54acfb0bcc41c9be37", "Package": "FKmL", "Title": "Fréchet Distance-Based K-Means and Extensions for Longitudinal\nData", "Version": "0.1.1", "Authors@R": "c(\nperson(\"Ji Hyun\", \"Park\", , \"jhn1105@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Soon-Sun\", \"Kwon\", , \"qrio1010@ajou.ac.kr\", role = \"aut\"),\nperson(\"Ilsuk\", \"Kang\", , \"isk1218@chungbuk.ac.kr\", role = c(\"aut\", \"ctb\"))\n)", "Description": "Implements shape-based clustering algorithms for\nmultidimensional longitudinal data based on the Fréchet\ndistance. It implements two main methods: MFKmL\n(Multidimensional Fréchet distance-based K-means for\nLongitudinal data), an extension of the K-means algorithm using\nthe Fréchet distance originally developed in the 'kmlShape'\npackage, adapted for multidimensional trajectories; and SFKmL\n(Sparse multidimensional Fréchet distance-based K-medoids for\nLongitudinal data), a K-medoids-based clustering algorithm that\nincorporates variable selection. These tools are designed to\nenhance clustering performance in high-dimensional longitudinal\ndata settings, particularly those with time delays, variations\nin trajectory speed, irregular sampling intervals, and noise.\nThis package implements methods derived from Kang et al. (2023)\n.", "License": "GPL (>= 2)", "Encoding": "UTF-8", "RoxygenNote": "7.3.2", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-11 10:11:50 UTC", "User": "root" }, "Author": "Ji Hyun Park [aut, cre], Soon-Sun Kwon [aut], Ilsuk Kang [aut,\nctb]", "Maintainer": "Ji Hyun Park ", "Repository": "https://jhp115.r-universe.dev", "Date/Publication": "2025-07-02 15:39:08 UTC", "RemoteUrl": "https://github.com/cran/FKmL", "RemoteRef": "HEAD", "RemoteSha": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "MD5sum": "11a17ae614b37ffab8d4139251285c30", "_user": "jhp115", "_type": "src", "_file": "FKmL_0.1.1.tar.gz", "_fileid": "3fdcbee7d1aff6840e46b815172e3fd7f44678c6c906872627e52515853cbaa6", "_filesize": 140899, "_sha256": "3fdcbee7d1aff6840e46b815172e3fd7f44678c6c906872627e52515853cbaa6", "_created": "2026-05-11T10:11:50.000Z", "_published": "2026-05-22T11:21:56.872Z", "_distro": "noble", "_jobs": [ { "job": 77369565641, "time": 126, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "6915801952" }, { "job": 77369565946, "time": 114, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "6915795838" }, { "job": 77369565763, "time": 227, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "6915895953" }, { "job": 77369566362, "time": 184, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "6915881870" }, { "job": 77369565441, "time": 172, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "6915757588" }, { "job": 77369565311, "time": 93, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7159284685" }, { "job": 77369566061, "time": 97, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "6915790680" }, { "job": 77369566285, "time": 93, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "6915789203" }, { "job": 77369566230, "time": 74, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "6915783209" } ], "_buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/cran/FKmL", "_commit": { "id": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "author": "Ji Hyun Park ", "committer": "cran-robot ", "message": "version 0.1.1\n", "time": 1751470748 }, "_maintainer": { "name": "Ji Hyun Park", "email": "jhn1105@gmail.com", "login": "jhp115", "uuid": 37722347 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.3", "role": "Depends" }, { "package": "dplyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "proxy", "role": "Imports" }, { "package": "abind", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-27", "n": 1 } ], "_tags": [ { "name": "0.1.1", "date": "2025-07-02" } ], "_stars": 0, "_contributors": [ { "user": "jhp115", "count": 1, "uuid": 37722347 } ], "_userbio": { "uuid": 37722347, "type": "user", "name": "jhp115" }, "_downloads": { "count": 164, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/FKmL" }, "_searchresults": 0, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/FKmL.html", "manual.pdf" ], "_realowner": "jhp115", "_cranurl": false, "_releases": [ { "version": "0.1.1", "date": "2025-07-02" } ], "_exports": [ "dist.array", "fredist", "mfkml", "SFclust", "SFclust.permute" ], "_help": [ { "page": "dist.array", "title": "Compute Distance Array for Multidimensional Functional Data", "topics": [ "dist.array" ] }, { "page": "fredist", "title": "Compute the Generalized Fréchet Distance Between Two Trajectories", "topics": [ "fredist" ] }, { "page": "mfkml", "title": "Multidimensional Fréchet Distance-Based K-means for Longitudinal Data", "topics": [ "mfkml" ] }, { "page": "SFclust", "title": "Sparse Fréchet Distance-Based K-medoids for Longitudinal Data", "topics": [ "SFclust" ] }, { "page": "SFclust.permute", "title": "Perform Permutation-Based Clustering Evaluation for SFclust", "topics": [ "SFclust.permute" ] } ], "_rundeps": [ "abind", "cli", "cpp11", "dplyr", "farver", "generics", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "magrittr", "pillar", "pkgconfig", "proxy", "R6", "RColorBrewer", "rlang", "S7", "scales", "tibble", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 1, "_indexed": true, "_nocasepkg": "fkml", "_universes": [ "jhp115" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.1", "date": "2026-05-11T10:13:58.000Z", "distro": "noble", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "4a95306c704116c992fd3a2d6d1511fb8ae23a35c36cf97065db028dc8540a36", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" }, { "r": "4.6.0", "os": "linux", "version": "0.1.1", "date": "2026-05-11T10:13:36.000Z", "distro": "noble", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "afe69a49100f94b56755cdcf1a1e56f6a0694d664adac146a38ef75de2e96860", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" }, { "r": "4.5.3", "os": "mac", "version": "0.1.1", "date": "2026-05-11T10:18:41.000Z", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "03fe8a04edc3a3bbb45289e72d8dc9733f2414383092fb5268011e4de190dea5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" }, { "r": "4.6.0", "os": "mac", "version": "0.1.1", "date": "2026-05-11T10:18:07.000Z", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "ea1f4550abdfd55d621a857d8c6aa280cfc5573ae27d09e6d2b9724a04610e97", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" }, { "r": "4.7.0", "os": "win", "version": "0.1.1", "date": "2026-05-11T10:13:20.000Z", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "d45b43f928c67e68b74495734ab0b2b453625e134508ce78b27ef0779953962e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" }, { "r": "4.5.3", "os": "win", "version": "0.1.1", "date": "2026-05-11T10:13:15.000Z", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "6cf73881130f15c131d6e422e7fecc13662c1980ba1e730ff8dcb113afb58c45", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" }, { "r": "4.6.0", "os": "win", "version": "0.1.1", "date": "2026-05-11T10:12:58.000Z", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "e4bd80ef6b881c2908c7c8b2892c7b4a48626ff88243d4d69e707c5ec8e31f5d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.1", "date": "2026-05-22T11:21:42.000Z", "commit": "6e58eca5fb7f7b5f2aeb947e48cb37e693212c64", "fileid": "8adff684474286b928bdbbfd05aae2994f6ed7f99e26895e7d82b23d1a3344d0", "status": "success", "buildurl": "https://github.com/r-universe/jhp115/actions/runs/25663796977" } ] }