Centrality-based Features

Centrality-Based Features is a graph feature engineering method that quantifies the structural importance of nodes or edges within a network by leveraging centrality measures such as degree, betweenness, closeness, or eigenvector centrality to differentiate the relative influence of entities in the graph topology.

Publications

2.2K

Citations

167

Authors

108

Institutions

Publications per year

2017–2026

Parents

Graph Feature Engineering

Publications

Causal Status as a Determinant of Feature Centrality

Woo-kyoung Ahn, Nancy S. Kim, Mary E. Lassaline et al. · Cognitive Psychology · 2000 · 258 citations

Public Health, Social Psychology, Causal Inference +10

A systematic survey of centrality measures for protein-protein interaction networks

Minoo Ashtiani, Ali Salehzadeh‐Yazdi, Zahra Razaghi‐Moghadam et al. · BMC Systems Biology · 2018 · 210 citations · Full text

Life Sciences, Bioinformatics, Computational Biology +13

Integration of multi-objective PSO based feature selection and node centrality for medical datasets

Mehrdad Rostami, Saman Forouzandeh, Kamal Berahmand et al. · Genomics · 2020 · 187 citations

Computing, Bioinformatics, Biomedical Informatics +15

The effects of vulnerable and grandiose narcissism on liking-based and disliking-based centrality in social networks

Anna Z. Czarna, Michael Dufner, Allan Clifton · Journal of Research in Personality · 2014 · 83 citations · Full text

Social Sciences, Psychology, Social Psychology +12

User position measures in social networks

Katarzyna Musiał, Przemysław Kazienko, Piotr Bródka · 2009 · 76 citations

Computing, Information Systems, Graph Visualization +13

1–5 of 50

Authors

167

GR
Giorgio Roffo
University of Verona, Italy
2 publications · 44 citations
2
h-index
SM
Simone Melzi
University of Verona, Italy
2 publications · 44 citations
2
h-index
DJ
Desmond J. Higham
University of Strathclyde, United Kingdom
2 publications · 53 citations
2
h-index
VN
Vanni Noferini
University of Essex, United Kingdom
1 publications · 36 citations
1
h-index
AZ
Anmin Zhou
Sichuan University, China
1 publications · 73 citations
1
h-index

1–5 of 167

Institutions

108

1–8 of 108

Venues

IEEE Access
3 publications · 131 citations
3
h-index
Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 2 publications · 63 citations
2
h-index
Knowledge-Based Systems
2 publications · 60 citations
2
h-index
IEEE Transactions on Computational Social Systems
1 publications · 32 citations
1
h-index
Educational Sciences Theory & Practice
1 publications · 20 citations
1
h-index

1–5