{ "_id": "6a48ab51e06c18f0a654622a", "Package": "briKmeans", "Version": "1.0", "Date": "2022-07-20", "Title": "Package for Brik, Fabrik and Fdebrik Algorithms to Initialise\nKmeans", "Author": "Javier Albert Smet and Aurora Torrente\n. Alice Parodi, Mirco Patriarca,\nLaura Sangalli, Piercesare Secchi, Simone Vantini and Valeria\nVitelli, as contributors.", "Maintainer": "Aurora Torrente ", "Description": "Implementation of the BRIk, FABRIk and FDEBRIk algorithms\nto initialise k-means. These methods are intended for the\nclustering of multivariate and functional data, respectively.\nThey make use of the Modified Band Depth and bootstrap to\nidentify appropriate initial seeds for k-means, which are\nproven to be better options than many techniques in the\nliterature. Torrente and Romo (2021)\n It makes use of the functions\nkma and kma.similarity, from the archived package fdakma, by\nAlice Parodi et al.", "License": "GPL (>= 3)", "NeedsCompilation": "no", "Packaged": { "Date": "2026-07-04 06:16:28 UTC", "User": "root" }, "Repository": "https://aurora-torrente.r-universe.dev", "Date/Publication": "2022-07-21 07:40:10 UTC", "RemoteUrl": "https://github.com/cran/briKmeans", "RemoteRef": "HEAD", "RemoteSha": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "_user": "aurora-torrente", "_type": "src", "_file": "briKmeans_1.0.tar.gz", "_fileid": "https://r2.ropensci.org/a3852c33e230e2a3d4ba4b0364ebab994a59eae1d3a68a314db6be6327576f3f", "_filesize": 210796, "_sha256": "a3852c33e230e2a3d4ba4b0364ebab994a59eae1d3a68a314db6be6327576f3f", "_expires": "2026-10-12T06:42:24.000Z", "_created": "2026-07-04T06:16:28.000Z", "_published": "2026-07-04T06:42:25.718Z", "_jobs": [ { "job": 85109473570, "time": 136, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "8079063347" }, { "job": 85109473554, "time": 136, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "8079063444" }, { "job": 85109473548, "time": 69, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "8079233189" }, { "job": 85109473560, "time": 83, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "8079236302" }, { "job": 85109307999, "time": 142, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "8079044849" }, { "job": 85109473564, "time": 119, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "8079061114" }, { "job": 85109473582, "time": 85, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "8079056974" }, { "job": 85109473552, "time": 81, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "8079056420" }, { "job": 85109473571, "time": 67, "config": "windows-release", "r": "4.6.1", "check": "OK", "artifact": "8079054403" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613", "_status": "success", "_upstream": "https://github.com/cran/briKmeans", "_commit": { "id": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "author": "Aurora Torrente ", "committer": "cran-robot ", "message": "version 1.0\n", "time": 1658389210 }, "_maintainer": { "name": "Aurora Torrente", "email": "etorrent@est-econ.uc3m.es", "login": "aurora-torrente", "description": "", "uuid": 49272313 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.0", "role": "Depends" }, { "package": "boot", "role": "Depends" }, { "package": "cluster", "role": "Depends" }, { "package": "depthTools", "role": "Depends" }, { "package": "splines", "role": "Depends" }, { "package": "splines2", "role": "Depends" }, { "package": "stats", "role": "Depends" }, { "package": "methods", "role": "Imports" } ], "_owner": "cran", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 0, "_contributors": [ { "user": "aurora-torrente", "count": 2, "uuid": 49272313 } ], "_userbio": { "uuid": 49272313, "type": "user", "name": "aurora-torrente", "followers": 0 }, "_downloads": { "count": 314, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/briKmeans" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/briKmeans.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "manual.pdf" ], "_realowner": "aurora-torrente", "_cranurl": false, "_releases": [ { "version": "0.1", "date": "2021-02-15" }, { "version": "1.0", "date": "2022-07-21" } ], "_exports": [ "brik", "elbowRule", "fabrik", "fdebrik", "kma", "kma.similarity", "plotKmeansClustering" ], "_help": [ { "page": "brik", "title": "Computation of Initial Seeds and Kmeans Results", "topics": [ "brik" ] }, { "page": "elbowRule", "title": "Selection of Appropriate DF Parameter Based on an Elbow Rule for the Distortion", "topics": [ "elbowRule" ] }, { "page": "fabrik", "title": "Computation of Initial Seeds for Kmeans and Clustering of Functional Data", "topics": [ "fabrik" ] }, { "page": "fdebrik", "title": "Computation of Initial Seeds for Kmeans with a Functional Extension of Brik", "topics": [ "fdebrik" ] }, { "page": "kma", "title": "Clustering and alignment of functional data", "topics": [ "kma" ] }, { "page": "kma.similarity", "title": "Similarity/dissimilarity index between two functions", "topics": [ "kma.similarity" ] }, { "page": "plotKmeansClustering", "title": "Kmeans Clustering Plot", "topics": [ "plotKmeansClustering" ] } ], "_rundeps": [ "boot", "cluster", "depthTools", "Rcpp", "RcppArmadillo", "splines2" ], "_score": 1, "_indexed": true, "_nocasepkg": "brikmeans", "_universes": [ "aurora-torrente" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0", "date": "2026-07-04T06:18:47.000Z", "distro": "resolute", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/a7991f83145742c0ad2e8675ed842f9770c9994238b7d79e8c52a5d78a04bd23", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" }, { "r": "4.6.1", "os": "linux", "version": "1.0", "date": "2026-07-04T06:18:47.000Z", "distro": "resolute", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/567972dbac6df371b35cf9f0e1afd09c3f726b0f0f12100ced6faecb35f33a4a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" }, { "r": "4.5.3", "os": "mac", "version": "1.0", "date": "2026-07-04T06:41:30.000Z", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/5cb2e30afe929ecd79faec82bf9df062943bc5822b5714a9bd8194ddbded019a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" }, { "r": "4.6.1", "os": "mac", "version": "1.0", "date": "2026-07-04T06:41:54.000Z", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/23a6042bedf464be94f05a3d6f8e88e8de876f3e080862ac867c26bd9831a912", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" }, { "r": "4.6.0", "os": "wasm", "version": "1.0", "date": "2026-07-04T06:18:46.000Z", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/d1e4634134dd6775108651eef557c5880b075158ca3ca3ee85365ccf50112d7f", "status": "success", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" }, { "r": "4.7.0", "os": "win", "version": "1.0", "date": "2026-07-04T06:17:50.000Z", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/da24fdfaaf3187219ff3e760b0e2180c130eea1379b6d6822028f82de6671906", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" }, { "r": "4.5.3", "os": "win", "version": "1.0", "date": "2026-07-04T06:17:48.000Z", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/85b165a540f52e21c89e66e81db9d4e5938a18bc46d107da5471aa01f922098f", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" }, { "r": "4.6.1", "os": "win", "version": "1.0", "date": "2026-07-04T06:17:32.000Z", "commit": "cff507e4dac28f391c42606301e4c4c1ea9498c2", "fileid": "https://r2.ropensci.org/2be96d5c72b079f3826404c034503353c93df50600b3f8922b0f2f652925144a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/aurora-torrente/actions/runs/28697371613" } ] }