Tsallis mutual information for document classification

DOI10.3390/e13091694zbMath1300.62014OpenAlexW1977649504MaRDI QIDQ400940

Miquel Feixas, Màrius Vila, Anton Bardera, Mateu Sbert

Publication date: 26 August 2014

Published in: Entropy (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3390/e13091694

zbMATH Keywords

mutual informationTsallis entropyimage similaritydocument classificationscanned documents

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Image analysis in multivariate analysis (62H35) Measures of information, entropy (94A17) Statistical aspects of information-theoretic topics (62B10)

Related Items (5)

Regularization with Maximum Entropy and Quantum Electrodynamics: The Merg(E) Estimators ⋮ Unnamed Item ⋮ Special issue: Tsallis entropy ⋮ Entropy-based block processing for satellite image registration ⋮ Tsallis conditional mutual information in investigating long range correlation in symbol sequences

Cites Work

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• A hierarchical representation of form documents for identification and retrieval
• Possible generalization of Boltzmann-Gibbs statistics.
• Information theoretical properties of Tsallis entropies
• On the convexity of some divergence measures based on entropy functions

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