{
  "_id": "6ac8c235de46216d5edd69a9",
  "Package": "DTWBI",
  "Type": "Package",
  "Title": "Imputation of Time Series Based on Dynamic Time Warping",
  "Version": "1.2",
  "Date": "2026-09-03",
  "Authors@R": "c(   person(given=\"Camille\", family=\"Dezecache\", role = c(\"aut\")),\nperson(given=c(\"Thi\",\"Thu\", \"Hong\"), family=\"Phan\", role = c(\"aut\"),\nemail = \"hongptt11@fe.edu.vn\"),\nperson(given=\"Emilie\", family=\"Poisson-Caillault\", role = c(\"aut\", \"cre\"),\nemail = \"emilie.poisson@univ-littoral.fr\"))",
  "Description": "Functions to impute large gaps within time series based on\nDynamic Time Warping methods. It contains all required\nfunctions to create large missing consecutive values within\ntime series and to fill them, according to the paper Phan et\nal. (2017), <DOI:10.1016/j.patrec.2017.08.019>. Performance\ncriteria are added to compare similarity between two signals\n(query and reference).",
  "License": "GPL (>= 2)",
  "URL": "https://mawenzi.univ-littoral.fr/DTWBI/",
  "NeedsCompilation": "no",
  "Encoding": "UTF-8",
  "Packaged": {
    "Date": "2026-10-09 10:27:55 UTC",
    "User": "root"
  },
  "Config/roxygen2/version": "8.1.0",
  "Author": "Camille Dezecache [aut], Thi Thu Hong Phan [aut], Emilie\nPoisson-Caillault [aut, cre]",
  "Maintainer": "Emilie Poisson-Caillault <emilie.poisson@univ-littoral.fr>",
  "Repository": "https://cran.r-universe.dev",
  "Date/Publication": "2026-09-09 08:50:09 UTC",
  "RemoteUrl": "https://github.com/cran/DTWBI",
  "RemoteRef": "HEAD",
  "RemoteSha": "2ee0766fdb5486746b85fd980400ec2cf6ac0ece",
  "_user": "cran",
  "_type": "src",
  "_file": "DTWBI_1.2.tar.gz",
  "_fileid": "https://r2.ropensci.org/4adf45e68ea05620245e2ba2b5925592c9dbbc730880b61b6a7ec92fd3458a2b",
  "_filesize": 168857,
  "_sha256": "4adf45e68ea05620245e2ba2b5925592c9dbbc730880b61b6a7ec92fd3458a2b",
  "_expires": "2027-01-17T10:30:02.000Z",
  "_created": "2026-10-09T10:27:55.000Z",
  "_published": "2026-10-09T10:30:10.446Z",
  "_buildurl": "https://github.com/r-universe/cran/actions/runs/37917479601",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 113778089432,
      "time": 91,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11610976549"
    },
    {
      "job": 113778089934,
      "time": 90,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11610996595"
    },
    {
      "job": 113777210330,
      "time": 155,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11610531324"
    },
    {
      "job": 113778089317,
      "time": 80,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11610676737"
    },
    {
      "job": 113778089278,
      "time": 64,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "11611106400"
    },
    {
      "job": 113778089419,
      "time": 73,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11610931559"
    }
  ],
  "_upstream": "https://github.com/cran/DTWBI",
  "_commit": {
    "id": "2ee0766fdb5486746b85fd980400ec2cf6ac0ece",
    "author": "Emilie Poisson-Caillault <emilie.poisson@univ-littoral.fr>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 1.2\n",
    "time": 1788943809
  },
  "_maintainer": {
    "name": "Emilie Poisson-Caillault",
    "email": "emilie.poisson@univ-littoral.fr"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.0.0",
      "role": "Depends"
    },
    {
      "package": "dtw",
      "role": "Imports"
    },
    {
      "package": "rlist",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "e1071",
      "role": "Imports"
    },
    {
      "package": "entropy",
      "role": "Imports"
    },
    {
      "package": "lsa",
      "role": "Imports"
    }
  ],
  "_owner": "cran",
  "_selfowned": false,
  "_usedby": 1,
  "_updates": [
    {
      "week": "2026-37",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "1.2",
      "date": "2026-09-09"
    }
  ],
  "_stars": 0,
  "_userbio": {
    "uuid": 6899542,
    "type": "organization",
    "name": "cran",
    "followers": 629,
    "description": "Unofficial read-only mirror of all CRAN R packages"
  },
  "_downloads": {
    "count": 626,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DTWBI"
  },
  "_searchresults": 65,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/DTWBI.html",
    "extra/manual.pdf"
  ],
  "_realowner": "cran",
  "_cranurl": false,
  "_releases": [
    {
      "version": "1.0",
      "date": "2018-05-29"
    },
    {
      "version": "1.1",
      "date": "2018-07-11"
    },
    {
      "version": "1.2",
      "date": "2026-09-09"
    }
  ],
  "_exports": [
    ".globalfeatures",
    "compute.fa2",
    "compute.fb",
    "compute.fsd",
    "compute.nmae",
    "compute.rmse",
    "compute.sim",
    "dist_afbdtw",
    "DTWBI_univariate",
    "gapCreation",
    "local.derivative.ddtw",
    "minCost"
  ],
  "_datasets": [
    {
      "name": "dataDTWBI",
      "title": "Six univariate signals as example for DTWBI package",
      "object": "dataDTWBI",
      "file": "dataDTWBI.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "query",
        "ref1",
        "ref2",
        "ref3",
        "ref4",
        "ref5"
      ],
      "rows": 201,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "compute.fa2",
      "title": "FA2",
      "topics": [
        "compute.fa2"
      ]
    },
    {
      "page": "compute.fb",
      "title": "Fractional Bias (FB)",
      "topics": [
        "compute.fb"
      ]
    },
    {
      "page": "compute.fsd",
      "title": "Fraction of Standard Deviation (FSD)",
      "topics": [
        "compute.fsd"
      ]
    },
    {
      "page": "compute.nmae",
      "title": "Normalized Mean Absolute Error (NMAE)",
      "topics": [
        "compute.nmae"
      ]
    },
    {
      "page": "compute.rmse",
      "title": "Root Mean Square Error (RMSE)",
      "topics": [
        "compute.rmse"
      ]
    },
    {
      "page": "compute.sim",
      "title": "Similarity",
      "topics": [
        "compute.sim"
      ]
    },
    {
      "page": "dataDTWBI",
      "title": "Six univariate signals as example for DTWBI package",
      "topics": [
        "dataDTWBI"
      ]
    },
    {
      "page": "dist_afbdtw",
      "title": "Adaptive Feature Based Dynamic Time Warping algorithm",
      "topics": [
        "dist_afbdtw"
      ]
    },
    {
      "page": "DTWBI_univariate",
      "title": "DTWBI algorithm for univariate signals",
      "topics": [
        "DTWBI_univariate"
      ]
    },
    {
      "page": "gapCreation",
      "title": "Gap creation",
      "topics": [
        "gapCreation"
      ]
    },
    {
      "page": "local.derivative.ddtw",
      "title": "Local derivative estimate to compute DDTW",
      "topics": [
        "local.derivative.ddtw"
      ]
    },
    {
      "page": "minCost",
      "title": "DTW-based methods for univariate signals",
      "topics": [
        "minCost"
      ]
    }
  ],
  "_rundeps": [
    "class",
    "data.table",
    "dtw",
    "e1071",
    "entropy",
    "jsonlite",
    "lsa",
    "proxy",
    "rlist",
    "SnowballC",
    "XML",
    "yaml"
  ],
  "_score": 2.290034611362518,
  "_indexed": true,
  "_nocasepkg": "dtwbi",
  "_universes": [
    "cran"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.2",
      "date": "2026-10-09T10:29:32.000Z",
      "distro": "resolute",
      "commit": "2ee0766fdb5486746b85fd980400ec2cf6ac0ece",
      "fileid": "https://r2.ropensci.org/05fc8b75e58c0d4ef46187897e1d138f5aac93254a0204274a9d9309cbda77fe",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37917479601"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.2",
      "date": "2026-10-09T10:29:29.000Z",
      "distro": "resolute",
      "commit": "2ee0766fdb5486746b85fd980400ec2cf6ac0ece",
      "fileid": "https://r2.ropensci.org/52ed1de899fcf067ba2ff1bc8048e0654938bcec2bca45e1a3b8a23fd75a34ba",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37917479601"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.2",
      "date": "2026-10-09T10:29:31.000Z",
      "commit": "2ee0766fdb5486746b85fd980400ec2cf6ac0ece",
      "fileid": "https://r2.ropensci.org/dca872c3b7ddb5fbe9af7442c0ec64063b0c67aa111cb00be0a09118f46085d0",
      "status": "success",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37917479601"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.2",
      "date": "2026-10-09T10:28:56.000Z",
      "commit": "2ee0766fdb5486746b85fd980400ec2cf6ac0ece",
      "fileid": "https://r2.ropensci.org/b5d8f974d393e30757391df4896f3f1e2fe2687d25b98628153cf9725a374a77",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37917479601"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.2",
      "date": "2026-10-09T10:29:06.000Z",
      "commit": "2ee0766fdb5486746b85fd980400ec2cf6ac0ece",
      "fileid": "https://r2.ropensci.org/abaa9227a2fe7c7cfd61736c7757c55f2a49ab4016db0752d78c267721446ab1",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/cran/actions/runs/37917479601"
    }
  ]
}