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Ayomide Ayowole-Obi, Abhishek Santra, Sharma Chakravarthy
Centrality measures are defined for simple graphs -- directed, undirected, weighted or unweighted. Attributed graphs have to be reduced to simple graphs for computing centrality measures. However, when applications with multiple types of relationships are modeled using multilayer networks (MLNs), simple graph …
Arshdeep Singh, Abhishek Santra, Sharma Chakravarthy
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Amey Shinde, Viraj Sabhaya, Kevin Farokhrouz, Fariba Afrin Irany et autres
Over the last few decades, simple graphs have been extensively used for studying complex systems of interacting entities from diverse disciplines, such as social networks, transportation, epidemiology, etc. However, when studying data with multiple types of entities, relationships, and features, simple (or …
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Silvia-Jessica Mostacedo-Marasovic, Junaid Ahmad, Sharma Chakravarthy, Steven Tanner McCullough et autres
FAIR principles promote effective data management practices across domains, enhancing the value of digital assets. Despite their importance, few undergraduate programs systematically integrate and evaluate FAIR principles. The Justice in Data program, an NSF-funded initiative begun in 2023, targets undergraduates conducting research …
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Arshdeep Singh, Abhishek Santra, Sharma Chakravarthy
Graph mining analyzes real-world graphs to find core substructures (connected subgraphs) in applications modeled as graphs. Substructure discovery is a process that involves identifying meaningful patterns, structures, or components within a large data set. These substructures can be of various types, such …
Amey Shinde, Viraj Sabhaya, Kevin Farokhrouz, Fariba Afrin Irany et autres
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Hamza Reza Pavel, Anamitra Roy, Abhishek Santra, Sharma Chakravarthy
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Abhishek Santra, Sanjukta Bhowmick, Sharma Chakravarthy
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Kiran Bolaj, Abhishek Santra, Sharma Chakravarthy
Graph mining analyzes graphs to find core substructures (connected subgraphs) in applications that are modeled using graphs. These identified substructures, based on frequency or some other metric, are important as they reveal an inherent feature or property in the given graph/forest. Interesting …
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Sharma Chakravarthy, Rayan Elkattah
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Umme Hafsa Billah, Abhishek Santra, Sharma Chakravarthy
Video situation monitoring is essential for various applications such as surveillance and monitoring and societal applications (e.g., senior care or Assisted Living (AL) monitoring). Quality of life can be significantly improved in AL environments if various situations (e.g., monitoring community engagement, inactivity …
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Hafsa Billah, Sharma Chakravarthy
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