文件列表:

CentralityCalculationAndFurtherProcessing (0, 2021-12-15)
CentralityCalculationAndFurtherProcessing\.ipynb_checkpoints (0, 2021-12-15)
CentralityCalculationAndFurtherProcessing\.ipynb_checkpoints\GrQc-CentralityCalculation-ObtainingHeatmap-checkpoint.ipynb (1083784, 2021-12-15)
CentralityCalculationAndFurtherProcessing\BridgingCentralityCode.py (1792, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CBMCode.py (2171, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CHBCode.py (4711, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR (0, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\diffusion-grqc-inter.txt (9504, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\diffusion-grqc-intra.txt (12001, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\diffusion-grqc.txt (12958, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\grqc-inter.gml (140555, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\grqc-intra.gml (244313, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\grqc.gml (761527, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\laplacian-grqc-inter.txt (10105, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\laplacian-grqc-intra.txt (13423, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\laplacian-grqc.txt (14439, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\leverage-grqc-inter.txt (25743, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\leverage-grqc-intra.txt (39953, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\leverage-grqc.txt (43159, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\mnc-grqc-inter.txt (8338, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\mnc-grqc-intra.txt (8689, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\mnc-grqc.txt (8807, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\subgraph-grqc-inter.txt (19719, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\subgraph-grqc-intra.txt (37633, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CentralityFromR\subgraph-grqc.txt (42664, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CommCentralityCode.py (4336, 2021-12-15)
CentralityCalculationAndFurtherProcessing\CommunityBasedCentralityCode.py (4753, 2021-12-15)
CentralityCalculationAndFurtherProcessing\GrQc-CentralityCalculation-ObtainingHeatmap.ipynb (1083784, 2021-12-15)
CentralityCalculationAndFurtherProcessing\KshellWithCommunityCode.py (1531, 2021-12-15)
CentralityCalculationAndFurtherProcessing\NNCCode.py (3238, 2021-12-15)
CentralityCalculationAndFurtherProcessing\ParticipationCoefficientCode.py (4422, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__ (0, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__\BridgingCentralityCode.cpython-37.pyc (1586, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__\CBMCode.cpython-37.pyc (1656, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__\CHBCode.cpython-37.pyc (2964, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__\CommCentralityCode.cpython-37.pyc (2900, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__\CommunityBasedCentralityCode.cpython-37.pyc (1841, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__\KshellWithCommunityCode.cpython-37.pyc (1052, 2021-12-15)
CentralityCalculationAndFurtherProcessing\__pycache__\NNCCode.cpython-37.pyc (2105, 2021-12-15)
... ...

# ClassicalAndCommunityAwareCentralityAnalysis This repository contains the code to conduct the analysis of the article: Rajeh, S., Savonnet, M., Leclercq, E. et al. _Characterizing the interactions between classical and community-aware centrality measures in complex networks._ Sci Rep 11, 10088 (2021). https://doi.org/10.1038/s415***-021-89549-x Comments and questions are welcome, contact: `stephany.rajeh(at)u-bourgogne.fr` The sources of datasets used in the study are available within the article. ## CentralityCalculationAndFurtherProcessing 1. Calculates the classical and community-aware centrality for a given network. 2. Computes the correlation for all possible combinations between classical and community-aware centrality measures are then represent them in a heatmap. ___Note:___ Classical measures are already written with `networkx` in Python and `centiserve` in R while community-aware centrality measures are written for the study of this paper. ## NetworkTopologyCharacteristicsExtraction 1. Extracts macroscopic features for a given network 2. Extracts mesoscopic features for a given network ___Note:___ Code for macroscopic features is already written with `networkx` in Python while code for mesoscopic features are written for the study of this paper. ## Linear Regression 1. Code for performing linear regression using ordinary least squares (in Python) 2. Code for performing linear regression using weighted least squares (in R) ___Note:___ Linear regression concering the _Degree Distribution Exponent_ is calculated excluding the Football network, in a separate folder.

近期下载者：

相关文件：

评论：[我要评论] [举报此文件]

收藏者：