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URL: https://github.com/asalavaty/influential
Proper Citation: influential (RRID:SCR_028517)
Description: Software R package for identifying and ranking influential nodes in biological and other complex networks. Implements the Integrated Value of Influence (IVI), Experimental data-based Integrative Ranking (ExIR), SIRIR, and numerous network centrality measures, enabling network topology analysis, influential node detection, feature prioritization, and candidate biomarker discovery. Provides functions for network reconstruction, centrality assessment, visualization, and analysis of relationships between centrality measures. Used for identification and classification of the most influential nodes.
Resource Type: software toolkit, source code, software resource
Defining Citation: PMID:33205118
Keywords: identification and classification of influential nodes, network reconstruction, centrality assessment, visualization, analysis of relationships between centrality measures,
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