Apr 9, 2023 · Investigate if the centrality measures from Network Science are enough to predict the h-index of a researcher, when fed to classic Machine Learning algorithms.

In this paper, we build and study the co-authorship network of the MAT/05 “academic discipline” (as defined by Italian law), and investigate if the centrality ...

Correlation Between Researchers' Centrality and H-Index: A Case Study. https ... analysis to discover collaboration patterns among Italian researchers.

Correlation between researchers' centrality and h-index: a case study. January 2022. Cite. Type. Journal article. Publication. Intelligent Distributed Computing ...

We present four steps to apply, evaluate and select the best method(s) to a given target phenomenon. We validate our approach using two case studies with ...

May 29, 2020 · In our study, we have compared effectiveness of h-index and some of its recent variants in identifying the exceptional performers of a field. We ...

Compared with the g-index, the offset-ability of the h-index decreases by 20% but the average citations increase by 20%. A similar observation holds for the ...

Jan 12, 2016 · Simulation results show that the H-index outperforms both degree and coreness in several cases, and thus can be considered a good tradeoff ...

Oct 15, 2018 · We find four centrality measures that correlate significantly with students' homework scores in all three courses: in-strength, out-strength, closeness ...

We propose a new flow-based centrality measure (MX-degree) inspired by the scientist's H-index, which effectively integrates flow volume and flow diversity ...