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Centrality

Statistical analysis of bus networks in India

Publications

In this paper, we model the bus networks of six major Indian cities as graphs in L-space, and evaluate their various statistical properties. While airline and railway networks have been extensively studied, a …

Tags: network analysis, centrality, clustering coefficients

Trust and distrust across coalitions: shapley value based centrality measures for signed networks

Publications

Tags: shapley values, social networks, centrality

Parallelization of game theoretic centrality algorithms

Publications

Communication has become a lot easier with the advent of easy and cheap means of reaching people across the globe. This has allowed the development of large networked communities and, with the technology available to …

Tags: centrality, game theory, map-reduce, Hadoop

Measuring network centrality using hypergraphs

Publications

Networks abstracted as graph lose some information related to the super-dyadic relation among the nodes. We find natural occurrence of hyperedges in co-authorship, co-citation, social networks, e-mail networks, weblog …

Tags: Hypergraph, Shapley value, Centrality

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Founded in 2024, the School brings together several faculty with expertise in various areas of Data Science and AI, to work together on impactful problems of direct relevance to the society.

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