Gintropy: Gini Index Based Generalization of Entropy [PDF]
Entropy, 2020 Entropy is being used in physics, mathematics, informatics and in related areas to describe equilibration, dissipation, maximal probability states and optimal compression of information.
Tamás S. Biró, Zoltán Néda
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Some Notes on the Gini Index and New Inequality Measures: The nth Gini Index
StatsA new family of inequality indices based on the deviation between the expected maximum and the expected minimum of random samples, called the nth Gini index is presented. These indices generalize the Gini index.
José Manuel Gavilan-Ruiz +3 more
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Securing Smart Healthcare Cyber-Physical Systems against Blackhole and Greyhole Attacks Using a Blockchain-Enabled Gini Index Framework. [PDF]
Sensors (Basel), 2023 The increasing reliance on cyber-physical systems (CPSs) in critical domains such as healthcare, smart grids, and intelligent transportation systems necessitates robust security measures to protect against cyber threats.
Javed M +5 more
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Feature selection based on neighborhood rough sets and Gini index. [PDF]
PeerJ Comput Sci, 2023 Neighborhood rough set is considered an essential approach for dealing with incomplete data and inexact knowledge representation, and it has been widely applied in feature selection.
Zhang Y +8 more
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Decomposition of the Gini index by income source for aggregated data and its applications. [PDF]
Comput Stat, 2021 The Gini index is well-known for a single measure of inequality. The purpose of this article is to explore a matrix structure of the Gini index in a setting of multiple source income.
Shao B.
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Critical Scaling through Gini Index. [PDF]
Physical Review Letters, 2022 In the systems showing critical behavior, various response functions have a singularity at the critical point. Therefore, as the driving field is tuned toward its critical value, the response functions change drastically, typically diverging with ...
Soumyaditya Das, Soumyajyoti Biswas
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Application of the Gini Index on the Evaluation of the Environmental Heterogeneity and Habitat Suitability Index for Larval Gobies [PDF]
Journal of Marine Science and Engineering, 2023 Spatial environmental heterogeneity in the Yangtze River Estuary (YRE) is always mentioned but rarely quantified and included in the evaluation process. This study introduced the habitat suitability index evaluation model based on the Gini index (HSIgini)
Lu Zhai +5 more
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Analytical Comparison Between the Information Gain and Gini Index using Historical Geographical Data [PDF]
, 2020 The historical geographical data of Kashmir province is spread across two disparate files having attributes of Maximum Temperature, Minimum Temperature, Humidity measured at 12 A.M., Humidity measured at 3 P.M., rainfall besides auxiliary parameters like
Majid Zaman +2 more
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A data science based standardized Gini index as a Lorenz dominance preserving measure of the inequality of distributions. [PDF]
PLoS ONE, 2017 The Gini index is a measure of the inequality of a distribution that can be derived from Lorenz curves. While commonly used in, e.g., economic research, it suffers from ambiguity via lack of Lorenz dominance preservation.
Alfred Ultsch, Jörn Lötsch
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Gini Index in Czech Republic in 1995–2010 [PDF]
Statistika: Statistics and Economy Journal, 2011 The author calculates the Gini index in Czech Republic over the period of 1995–2010 in this paper. This index is further calculated in accordance to sex and age (3 age groups: under 30, 30–50, over 50). The author compares all groups and shows that there
Luboš Marek
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