{ "_id": "6aaa3fdfea78b3e62eac9ba9", "Package": "Ghost", "Type": "Package", "Title": "Missing Data Segments Imputation in Multivariate Streams", "Version": "0.1.0", "Author": "Siyavash Shabani, Reza Rawassizadeh", "Maintainer": "Siyavash Shabani ", "Description": "Helper functions provide an accurate imputation algorithm\nfor reconstructing the missing segment in a multi-variate data\nstreams. Inspired by single-shot learning, it reconstructs the\nmissing segment by identifying the first similar segment in the\nstream. Nevertheless, there should be one column of data\navailable, i.e. a constraint column. The values of columns can\nbe characters (A, B, C, etc.). The result of the imputed\ndataset will be returned a .csv file. For more details see Reza\nRawassizadeh (2019) .", "URL": "https://www.researchgate.net/publication/332779980_Ghost_Imputation_Accurately_Reconstructing_Missing_Data_of_the_Off_Period", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "NeedsCompilation": "no", "Packaged": { "Date": "2026-09-16 06:58:21 UTC", "User": "root" }, "RoxygenNote": "7.0.1", "Repository": "https://siyavashshabani.r-universe.dev", "Date/Publication": "2020-05-06 11:08:40 UTC", "RemoteUrl": "https://github.com/siyavashshabani/ghost", "RemoteRef": "HEAD", "RemoteSha": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "_user": "siyavashshabani", "_type": "src", "_file": "Ghost_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/dca15a8cdca841c397f38c0daf84f7e66ac621c98e469e0f22705b176edf4281", "_filesize": 96717, "_sha256": "dca15a8cdca841c397f38c0daf84f7e66ac621c98e469e0f22705b176edf4281", "_expires": "2026-12-25T07:06:05.000Z", "_created": "2026-09-16T06:58:21.000Z", "_published": "2026-09-16T07:06:07.275Z", "_jobs": [ { "job": 104696973159, "time": 111, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10434297599" }, { "job": 104696973184, "time": 116, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10434506562" }, { "job": 104696973145, "time": 185, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "10434776320" }, { "job": 104696973144, "time": 163, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "10434168536" }, { "job": 104696361295, "time": 147, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "10434490711" }, { "job": 104696973074, "time": 102, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "10434820597" }, { "job": 104696973210, "time": 70, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "10434416856" }, { "job": 104696973253, "time": 58, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "10434486584" }, { "job": 104696973191, "time": 52, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "10433838564" } ], "_host": "GitHub-Actions", "_buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241", "_status": "success", "_upstream": "https://github.com/siyavashshabani/ghost", "_commit": { "id": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "author": "{Siyavashshabani} <{s.shabani.aut@gmail.com}>", "committer": "{Siyavashshabani} <{s.shabani.aut@gmail.com}>", "message": "My first Commit\n", "time": 1588763320 }, "_maintainer": { "name": "Siyavash Shabani", "email": "s.shabani.aut@gmail.com", "login": "siyavashshabani", "linkedin": "in/siyavash-shabani-a49782171", "description": "PhD Condidate (3nd year) exploring CV/ML for medical image analysis.", "uuid": 56796524 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 2.10", "role": "Depends" }, { "package": "R6", "role": "Imports" } ], "_owner": "siyavashshabani", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 6, "_userbio": { "uuid": 56796524, "type": "user", "name": "Siyavash Shabani", "followers": 3, "description": "PhD Condidate (3nd year) exploring CV/ML for medical image analysis." }, "_downloads": { "count": 210, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/Ghost" }, "_mentions": 3, "_devurl": "https://github.com/siyavashshabani/ghost", "_searchresults": 12, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/Ghost.html", "extra/manual.pdf" ], "_homeurl": "https://github.com/siyavashshabani/ghost", "_realowner": "siyavashshabani", "_cranurl": true, "_releases": [ { "version": "0.1.0", "date": "2020-03-25" } ], "_exports": [ "reconstruct", "saxTransform" ], "_datasets": [ { "name": "sax_test", "title": "A simple dataset.", "object": "sax_test", "class": [ "data.frame" ], "fields": [ "S0", "S1", "S2", "S3" ], "rows": 19, "table": true, "tojson": true }, { "name": "test_ghost_csv", "title": "A simple .csv file to use in the reconstruct function.", "object": "test_ghost_csv", "class": [ "data.frame" ], "fields": [ "S0", "S1", "S2", "S3" ], "rows": 25, "table": true, "tojson": true } ], "_help": [ { "page": "reconstruct", "title": "reconstruct: Missing Data Segments Imputation in Multivariate Streams", "topics": [ "reconstruct" ] }, { "page": "saxTransform", "title": "saxTransform", "topics": [ "saxTransform" ] } ], "_rundeps": [ "R6" ], "_score": 3.334453751150931, "_indexed": true, "_nocasepkg": "ghost", "_universes": [ "siyavashshabani" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-09-16T07:00:17.000Z", "distro": "resolute", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/2a31b9679409e65c722cfc857ba3096fbf3192c5a9369ed30634f95fb6e72512", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-09-16T07:00:20.000Z", "distro": "resolute", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/0fab32f51eb856db6b0a947a7dd916742290b131b4a3982cedadba0c7ba2ddae", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" }, { "r": "4.5.3", "os": "mac", "version": "0.1.0", "date": "2026-09-16T07:05:12.000Z", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/9fc2d28bab36c3b61b1be71ebc38693e7b10721ac2bc07e919b30f0a2341a115", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" }, { "r": "4.6.1", "os": "mac", "version": "0.1.0", "date": "2026-09-16T07:03:10.000Z", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/de73eb746a8a6de0fc3fb20371ec268a2bf051c8f323ed40ef25bf07c4d46f10", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-09-16T07:00:17.000Z", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/72e56fb334de7cb0a8c6b14d31d17a41ca4c613fe0368eea907aa02d4388c264", "status": "success", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-09-16T06:59:36.000Z", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/61a954b80fe51a67e9bdcf703879b060ce5bb62153b597a2180ad55b48526203", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" }, { "r": "4.5.3", "os": "win", "version": "0.1.0", "date": "2026-09-16T06:59:19.000Z", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/f6d67e09af28061c5086f825b3892e2feabb399a13349f416a6a3b8114604363", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-09-16T06:59:15.000Z", "commit": "71aa751ef40e9d98bca25f74644e5aec45c7d589", "fileid": "https://r2.ropensci.org/0650f4ac0c1b3c2b91b52f88311e624c7a87d2292fe200b1a41b2f72668a8964", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/siyavashshabani/actions/runs/35065989241" } ] }