{ "_id": "6ac8c146de46216d5edd68e6", "Package": "DNMF", "Version": "1.4.2", "Date": "2022-05-09", "Title": "Discriminant Non-Negative Matrix Factorization", "Authors@R": "c(person(\"Zhilong\", \"Jia\", role =c(\"aut\", \"cre\"), \nemail=\"zhilongjia@gmail.com\"),\nperson(\"Xiang\", \"Zhang\", role = \"aut\", email=\"zhangxiang_43@aliyun.com\"))", "Description": "Discriminant Non-Negative Matrix Factorization aims to\nextend the Non-negative Matrix Factorization algorithm in order\nto extract features that enforce not only the spatial locality,\nbut also the separability between classes in a discriminant\nmanner. It refers to three article, Zafeiriou, Stefanos, et al.\n\"Exploiting discriminant information in nonnegative matrix\nfactorization with application to frontal face verification.\"\nNeural Networks, IEEE Transactions on 17.3 (2006): 683-695.\nKim, Bo-Kyeong, and Soo-Young Lee. \"Spectral Feature Extraction\nUsing dNMF for Emotion Recognition in Vowel Sounds.\" Neural\nInformation Processing. Springer Berlin Heidelberg, 2013. and\nLee, Soo-Young, Hyun-Ah Song, and Shun-ichi Amari. \"A new\ndiscriminant NMF algorithm and its application to the\nextraction of subtle emotional differences in speech.\"\nCognitive neurodynamics 6.6 (2012): 525-535.", "License": "GPL (>= 2)", "URL": "https://github.com/zhilongjia/DNMF", "BugReports": "https://github.com/zhilongjia/DNMF/issues", "RoxygenNote": "7.1.1", "Repository": "https://zhilongjia.r-universe.dev", "Date/Publication": "2022-05-10 09:02:43 UTC", "RemoteUrl": "https://github.com/zhilongjia/dnmf", "RemoteRef": "HEAD", "RemoteSha": "e249ea66471e579b8dffb7e3d604094689b82382", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-09 09:42:41 UTC", "User": "root" }, "Author": "Zhilong Jia [aut, cre],\nXiang Zhang [aut]", "Maintainer": "Zhilong Jia ", "_user": "zhilongjia", "_type": "src", "_file": "DNMF_1.4.2.tar.gz", "_fileid": "https://r2.ropensci.org/9d38de3559bb8a9068da92d9372c26e03c8387d87f6cbfb62b4b1af852256137", "_filesize": 100804, "_sha256": "9d38de3559bb8a9068da92d9372c26e03c8387d87f6cbfb62b4b1af852256137", "_expires": "2027-01-17T10:26:13.000Z", "_created": "2026-10-09T09:42:41.000Z", "_published": "2026-10-09T10:26:14.614Z", "_buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 113762546596, "time": 98, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11606719144" }, { "job": 113762546649, "time": 112, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11607950138" }, { "job": 113762546663, "time": 184, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11611060811" }, { "job": 113762546614, "time": 186, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11608899933" }, { "job": 113761768554, "time": 132, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11607835144" }, { "job": 113762546712, "time": 79, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11607099217" }, { "job": 113762546644, "time": 75, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11607542444" }, { "job": 113762546714, "time": 70, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11607418245" }, { "job": 113762546717, "time": 72, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11607418255" } ], "_upstream": "https://github.com/zhilongjia/dnmf", "_commit": { "id": "e249ea66471e579b8dffb7e3d604094689b82382", "author": "zhilongjia ", "committer": "zhilongjia ", "message": "debug links\n", "time": 1652173363 }, "_maintainer": { "name": "Zhilong Jia", "email": "zhilongjia@gmail.com", "login": "zhilongjia", "description": "A bioinformatician.", "uuid": 1230436 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "foreach", "role": "Depends" }, { "package": "Matrix", "role": "Imports" }, { "package": "gplots", "role": "Imports" }, { "package": "parallel", "role": "Imports" }, { "package": "doParallel", "role": "Imports" } ], "_owner": "zhilongjia", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 9, "_contributors": [ { "user": "zhilongjia", "count": 41, "uuid": 1230436 } ], "_userbio": { "uuid": 1230436, "type": "user", "name": "Zhilong", "followers": 41, "description": "A bioinformatician." }, "_downloads": { "count": 323, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/DNMF" }, "_mentions": 1, "_devurl": "https://github.com/zhilongjia/dnmf", "_searchresults": 4, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/DNMF.html", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md" ], "_homeurl": "https://github.com/zhilongjia/dnmf", "_realowner": "zhilongjia", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2015-02-16" }, { "version": "1.3", "date": "2015-06-09" }, { "version": "1.4.2", "date": "2022-05-10" } ], "_exports": [ "DNMF", "ndNMF", "NMFpval", "rnk" ], "_help": [ { "page": "DNMF", "title": "Discriminant Non-Negative Matrix Factorization.", "topics": [ "DNMF" ] }, { "page": "ndNMF", "title": "a new discriminant Non-Negative Matrix Factorization (dNMF)", "topics": [ "ndNMF" ] }, { "page": "NMFpval", "title": "P value for discriminant Non-Negative Matrix Factorization", "topics": [ "NMFpval" ] }, { "page": "rnk", "title": "write rnk to a file from matrix W.", "topics": [ "rnk" ] } ], "_readme": "https://github.com/zhilongjia/dnmf/raw/HEAD/README.md", "_rundeps": [ "bitops", "caTools", "codetools", "doParallel", "foreach", "gplots", "gtools", "iterators", "KernSmooth", "lattice", "Matrix" ], "_score": 3.6532125137753435, "_indexed": true, "_nocasepkg": "dnmf", "_universes": [ "zhilongjia" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.4.2", "date": "2026-10-09T09:44:17.000Z", "distro": "resolute", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/d460b4a2e470cc8cf6c988c48aed009fae23d13c7c909e33d7ddedbd09b7790a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" }, { "r": "4.6.1", "os": "linux", "version": "1.4.2", "date": "2026-10-09T09:44:28.000Z", "distro": "resolute", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/9f7048678eeef4e51cde903eee2e7206c29544bc636cd299e8befff386dd5bca", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" }, { "r": "4.5.3", "os": "mac", "version": "1.4.2", "date": "2026-10-09T10:25:04.000Z", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/a753f998e84df67387bec196e03558c8c1585f436f8957de46cb765061383ee4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" }, { "r": "4.6.1", "os": "mac", "version": "1.4.2", "date": "2026-10-09T10:18:33.000Z", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/8d9f4d6ce2e2189340986fe3001ac51b1b8b609b51b6968bebc21215d24f142b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" }, { "r": "4.6.0", "os": "wasm", "version": "1.4.2", "date": "2026-10-09T09:44:18.000Z", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/1c3e6e11e11a1ba95851d040ad875d8e683aa182022a026ae55c660d8f77079a", "status": "success", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" }, { "r": "4.7.0", "os": "win", "version": "1.4.2", "date": "2026-10-09T09:43:47.000Z", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/485a4ffa02b9b9b31891a8e40425d633a30bf61afae27aa161b694823334a083", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" }, { "r": "4.5.3", "os": "win", "version": "1.4.2", "date": "2026-10-09T09:43:38.000Z", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/2f8277c2d0636b576d66ca37e98879a3a97e982d3107849887253b326848d39b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" }, { "r": "4.6.1", "os": "win", "version": "1.4.2", "date": "2026-10-09T09:43:41.000Z", "commit": "e249ea66471e579b8dffb7e3d604094689b82382", "fileid": "https://r2.ropensci.org/768cf0d8dd30bd77f496da706a4629c4aac3199786e9736a0176337cebc82a28", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/zhilongjia/actions/runs/37912776145" } ] }