{ "_id": "6a1d12751d7bb097a0a35923", "Package": "influential", "Type": "Package", "Title": "Identification and Classification of the Most Influential Nodes", "Language": "en-US", "Version": "2.3.1", "Authors@R": "c(\nperson(\"Adrian\", \"Salavaty\",\nrole = c(\"aut\", \"cre\"),\nemail = \"abbas.salavaty@gmail.com\",\ncomment = c(ORCID = \"0000-0001-9320-5889\")),\nperson(\"Mirana\", \"Ramialison\", role = \"ths\"),\nperson(c(\"Peter\", \"D.\"), \"Currie\", role = \"ths\")\n)", "Description": "Provides functions for the identification, classification,\nand ranking of influential nodes and candidate features from\nnetwork and omics data. The package implements the Integrated\nValue of Influence (IVI) for integrative network centrality\nanalysis, the SIR-based Influence Ranking (SIRIR) model for\nunsupervised influence ranking, and the Experimental data-based\nIntegrative Ranking (ExIR) model for prioritizing candidate\ndriver, biomarker, and mediator features from experimental\nomics data. Functions are provided for network reconstruction\nfrom adjacency matrices and data frames, topological analysis,\ncentrality calculation, assessment of associations between\ncentrality measures, and conditional probability analysis. ExIR\nsupports bulk and single-cell omics data, including matrices,\nsparse matrices, data frames, tibbles, and Seurat objects.", "Additional_repositories": "https://bioconductor.org/packages/release/bioc", "URL": "https://github.com/asalavaty/influential,\nhttps://asalavaty.github.io/influential/", "BugReports": "https://github.com/asalavaty/influential/issues", "License": "GPL-3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.3", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "libglpk-dev libicu-dev libxml2-dev", "Repository": "https://asalavaty.r-universe.dev", "Date/Publication": "2026-06-01 03:56:11 UTC", "RemoteUrl": "https://github.com/asalavaty/influential", "RemoteRef": "HEAD", "RemoteSha": "811d6e2b49fa796b08d88ac4f17639311d47e42a", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-06-01 04:56:42 UTC", "User": "root" }, "Author": "Adrian Salavaty [aut, cre] (ORCID:\n),\nMirana Ramialison [ths],\nPeter D. Currie [ths]", "Maintainer": "Adrian Salavaty ", "MD5sum": "1777b661a7a26fabb07f2a0aa2a139b5", "_user": "asalavaty", "_type": "src", "_file": "influential_2.3.1.tar.gz", "_fileid": "221ba2965799eb93e23bb7f82d69553c13b00eafe48bec7c5b11264d43c11e8f", "_filesize": 1776410, "_sha256": "221ba2965799eb93e23bb7f82d69553c13b00eafe48bec7c5b11264d43c11e8f", "_created": "2026-06-01T04:56:42.000Z", "_published": "2026-06-01T05:02:45.853Z", "_distro": "noble", "_jobs": [ { "job": 78789278251, "time": 172, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "7323724183" }, { "job": 78789278266, "time": 172, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7323724116" }, { "job": 78789278274, "time": 151, "config": "linux-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7323720706" }, { "job": 78789278268, "time": 172, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7323724039" }, { "job": 78789278270, "time": 101, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7323713136" }, { "job": 78789278285, "time": 317, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "7323748929" }, { "job": 78789278284, "time": 139, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7323718561" }, { "job": 78789278183, "time": 205, "config": "macos-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7323729224" }, { "job": 78788944950, "time": 237, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7323696782" }, { "job": 78789278173, "time": 164, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7323722800" }, { "job": 78789278192, "time": 135, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7323718085" }, { "job": 78789278186, "time": 121, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7323715906" }, { "job": 78789278180, "time": 149, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7323720548" } ], "_buildurl": "https://github.com/r-universe/asalavaty/actions/runs/26735879501", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/asalavaty/influential", "_commit": { "id": "811d6e2b49fa796b08d88ac4f17639311d47e42a", "author": "Adrian Salavaty ", "committer": "Adrian Salavaty ", "message": "Update the website.\n", "time": 1780286171 }, "_maintainer": { "name": "Adrian Salavaty", "email": "abbas.salavaty@gmail.com", "login": "asalavaty", "linkedin": "in/asalavaty", "orcid": "0000-0001-9320-5889", "twitter": "@mania_abbas", "description": "Adrian's special research interests focus on Bioinformatics and Systems Biology. 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