Results 41 to 50 of about 275,814 (182)
Conditional Tsallis Entropy [PDF]
Cybernetics and Information Technologies, 2013 Abstract In this paper, the conditional Tsallis entropy is defined on the basis of the conditional Renyi entropy. Regarding the fact that Renyi entropy is the monotonically increasing function of Tsallis entropy, a relationship has also been presented between the joint Tsallis entropy and conditional Tsallis entropy.
Sanei Tabass Manije +2 more
openaire +1 more source
A Two-Parameter Fractional Tsallis Decision Tree
Entropy, 2022 Decision trees are decision support data mining tools that create, as the name suggests, a tree-like model. The classical C4.5 decision tree, based on the Shannon entropy, is a simple algorithm to calculate the gain ratio and then split the attributes ...
Jazmín S. De la Cruz-García +2 more
doaj +1 more source
Tsallis entropy: how unique? [PDF]
Continuum Mechanics and Thermodynamics, 2004 It is shown how, among a class of generalized entropies, the Tsallis entropy can uniquely be identified by the principles of thermodynamics, the concept of stability and the axiomatic foundation.
openaire +2 more sources
A note on operator inequalities of Tsallis relative operator entropy [PDF]
, 2005 Tsallis relative operator entropy was defined as a parametric extension of relative operator entropy and the generalized Shannon inequalities were shown in the previous paper.
Furuichi, Shigeru +5 more
core +3 more sources
Projective Power Entropy and Maximum Tsallis Entropy Distributions [PDF]
Entropy, 2011 We discuss a one-parameter family of generalized cross entropy between two distributions with the power index, called the projective power entropy. The cross entropy is essentially reduced to the Tsallis entropy if two distributions are taken to be equal.
Shinto Eguchi, Osamu Komori, Shogo Kato
openaire +3 more sources
A Generalized Measure of Cumulative Residual Entropy
Entropy, 2022 In this work, we introduce a generalized measure of cumulative residual entropy and study its properties. We show that several existing measures of entropy, such as cumulative residual entropy, weighted cumulative residual entropy and cumulative residual
Sudheesh Kumar Kattumannil +2 more
doaj +1 more source
Diffusive mixing and Tsallis entropy
Physical Review E, 2015 Brownian motion, the classical diffusive process, maximizes the Boltzmann-Gibbs entropy. The Tsallis q entropy, which is nonadditive, was developed as an alternative to the classical entropy for systems which are nonergodic. A generalization of Brownian motion is provided that maximizes the Tsallis entropy rather than the Boltzmann-Gibbs entropy.
Daniel, O'Malley +2 more
openaire +3 more sources
The Tsallis entropy and the Shannon entropy of a universal probability [PDF]
2008 IEEE International Symposium on Information Theory, 2008 5 pages, to appear in the Proceedings of the 2008 IEEE International Symposium on Information Theory, Toronto, ON, Canada, July 6 - 11 ...
openaire +3 more sources
Application of Tsallis entropy in defining a new generalized strong and weak secrecy [PDF]
Journal of Mahani Mathematical ResearchIn this paper, we explore the diverse applications and distinctive properties of Tsallis entropy by introducing generalized definitions of strong and weak secrecy.
S. Jalayeri +2 more
doaj +1 more source
Tsallis Mutual Information for Document Classification
Entropy, 2011 Mutual information is one of the mostly used measures for evaluating image similarity. In this paper, we investigate the application of three different Tsallis-based generalizations of mutual information to analyze the similarity between scanned ...
Màrius Vila +3 more
doaj +1 more source