{"id":28630769,"url":"https://github.com/zcebeci/odetector","last_synced_at":"2025-10-29T06:36:38.727Z","repository":{"id":60764681,"uuid":"444748987","full_name":"zcebeci/odetector","owner":"zcebeci","description":"Outlier Detection Using Cluster Analysis","archived":false,"fork":false,"pushed_at":"2022-10-11T13:25:29.000Z","size":571,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-03T15:18:38.976Z","etag":null,"topics":["anomaly-detection","cluster-analysis","clustering","clustering-methods","data","datapreparation","datapreprocessing","exception-handling","fcm","fraud-detection","fuzzy-clustering","novelty-detection","outlier-detection","outlier-removal","outliers","partitioning","pcm","r","surprise-exploration"],"latest_commit_sha":null,"homepage":"","language":"R","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zcebeci.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2022-01-05T09:49:13.000Z","updated_at":"2022-10-04T08:21:55.000Z","dependencies_parsed_at":"2022-10-04T13:31:02.557Z","dependency_job_id":null,"html_url":"https://github.com/zcebeci/odetector","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zcebeci%2Fodetector","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zcebeci%2Fodetector/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zcebeci%2Fodetector/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zcebeci%2Fodetector/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zcebeci","download_url":"https://codeload.github.com/zcebeci/odetector/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zcebeci%2Fodetector/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259265622,"owners_count":22831202,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["anomaly-detection","cluster-analysis","clustering","clustering-methods","data","datapreparation","datapreprocessing","exception-handling","fcm","fraud-detection","fuzzy-clustering","novelty-detection","outlier-detection","outlier-removal","outliers","partitioning","pcm","r","surprise-exploration"],"created_at":"2025-06-12T13:07:58.565Z","updated_at":"2025-10-29T06:36:38.644Z","avatar_url":"https://github.com/zcebeci.png","language":"R","funding_links":[],"categories":[],"sub_categories":[],"readme":"# odetector\nOutlier Detection Using Partitioning Clustering Algorithms\n\n## Install the package 'odetector'\nYou can download a stable version of the package `odetector` from CRAN cloud as follows:\n```{r}\ninstall.package(\"odetector\", repos=\"https://cloud.r-project.org\")\n```\n\nIn order to install the most recent version of the package `odetector` from the GitHub repository you should first install the `devtools` package from CRAN into your local system. Then you can install the package  `odetector` using `install_github` of `devtools` package as shown with the R code chunks below:\n\n```{r}\nif(!require(devtools)) {install.packages('devtools'); require(devtools)}\ndevtools::install_github(\"zcebeci/odetector\")\n```\nIf you would like to have a compiled version of the vignettes of the package try to install the package `odetector` using `install_github` with `build_vignettes` argument set to TRUE as shown below:\n\n```{r}\nif(!require(devtools)) {install.packages('devtools'); require(devtools)}\n devtools::install_github(\"zcebeci/odetector\", build_vignettes=TRUE)\n```\nIf you have not already installed `rmarkdown` and `prettydoc` in your local system, before running the above install commands firstly install these packages as following:\n\n ```{r}\ninstall.packages('prettydoc')\n```\n\n## Load the package into R working space\nAfter you installed the package `odetector`, run the following command in order to load it to R working space.\n\n```{r}\nlibrary(odetector)\n```\n\n## Help for the package\nTo get help about the use of functions included in the package `odetector`, run `help` in R as seen in the following code chunk.\n\n```{r}\nhelp(package=\"odetector\")\n```\nFor reaching the detailed vignette about the usage of package with examples, run the following command and then click *HTML* link on the accessed page in your web browser. Read the vignette and apply the examples.\n\n```{r}\nbrowseVignettes(\"odetector\")\n```\n\n## Cite the package\nTo cite the package please use one of the following items fits to your references list:\n\n\nCebeci Z, Cebeci C, Tahtali Y, Bayyurt L. 2022. Two novel outlier detection approaches based on unsupervised possibilistic and fuzzy clustering. PeerJ Computer Science 8:e1060 https://doi.org/10.7717/peerj-cs.1060\n\nor in BibTeX format as follows:\n```\n@misc{zcebeciodetector,\n  author = {Cebeci, Z. and Cebeci, C. and Tahtali, Y. and Bayyurt, L.},\n  title = {Two novel outlier detection approaches based on unsupervised possibilistic and fuzzy clustering},\n  year = {2022},\n  journal = {PeerJ Computer Science},\n  volume={8:e1060},\n  howpublished = {\\url{https://doi.org/10.7717/peerj-cs.1060}},\n}\n ```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzcebeci%2Fodetector","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzcebeci%2Fodetector","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzcebeci%2Fodetector/lists"}