An improved maximum entropy method via fractional moments with Laplace transform for reliability analysis
Sign Up to like & getrecommendations! Published in 2018 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-018-2129-6
Abstract: The fractional moment-based maximum entropy method (FM-MEM) attracts more and more attention in reliability analysis recently, comparing with the common integer moment-based maximum entropy method. In the present paper, a new approach for reliability analysis… read more here.
Keywords: maximum entropy; reliability analysis; method; reliability ... See more keywords
Construction of probability box model based on maximum entropy principle and corresponding hybrid reliability analysis approach
Sign Up to like & getrecommendations! Published in 2019 at "Structural and Multidisciplinary Optimization"
DOI: 10.1007/s00158-019-02382-9
Abstract: In this paper, a new method for constructing the probability box (p-box) model is developed based on maximum entropy principle. The distribution characteristics of probability box variable can be described by the nature of moments.… read more here.
Keywords: probability box; probability; maximum entropy; based maximum ... See more keywords
A maximum-entropy length-orientation closure for short-fiber reinforced composites
Sign Up to like & getrecommendations! Published in 2024 at "Computational Mechanics"
DOI: 10.1007/s00466-024-02447-7
Abstract: We describe an algorithm for generating fiber-filled volume elements for use in computational homogenization schemes which accounts for a coupling of the fiber-length and the fiber-orientation. For prescribed fiber-length distribution and fiber-orientation tensor of second… read more here.
Keywords: orientation; maximum entropy; length orientation; orientation closure ... See more keywords
Bayesian maximum entropy and data fusion for processing qualitative data: theory and application for crowdsourced cropland occurrences in Ethiopia
Sign Up to like & getrecommendations! Published in 2017 at "Stochastic Environmental Research and Risk Assessment"
DOI: 10.1007/s00477-017-1426-8
Abstract: AbstractCategorical data play an important role in a wide variety of spatial applications, while modeling and predicting this type of statistical variable has proved to be complex in many cases. Among other possible approaches, the… read more here.
Keywords: data fusion; methodology; information; maximum entropy ... See more keywords
Twin maximum entropy discriminations for classification
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DOI: 10.1007/s10489-018-01404-1
Abstract: Maximum entropy discrimination (MED) is an excellent classification method based on the maximum entropy and maximum margin principles, and can produce hard-margin support vector machines (SVMs) under certain condition. In this paper, we propose a… read more here.
Keywords: discriminations classification; twin maximum; maximum entropy; entropy discriminations ... See more keywords
Discovering Maximum Entropy Knowledge
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DOI: 10.1007/s10670-024-00815-6
Abstract: This paper seeks to determine a rational agent’s evidential constraints given her beliefs. Rationality is here construed as adherence to a principle of entropy maximisation. I determine the rational agent’s set of probability efunctions compatible… read more here.
Keywords: maximum entropy; entropy knowledge; document; discovering maximum ... See more keywords
Maximum-entropy sampling and the Boolean quadric polytope
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Global Optimization"
DOI: 10.1007/s10898-018-0662-x
Abstract: We consider a bound for the maximum-entropy sampling problem (MESP) that is based on solving a max-det problem over a relaxation of the Boolean quadric polytope (BQP). This approach to MESP was first suggested by… read more here.
Keywords: maximum entropy; quadric polytope; sampling boolean; entropy sampling ... See more keywords
Study of Various Site Interactions Using Maximum Entropy Method on Mechanically Alloyed Ni0.5Zn0.5Fe2O4 Nanoferrite Particles Sintered from 1100 to 1400 ∘C
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Superconductivity and Novel Magnetism"
DOI: 10.1007/s10948-016-3736-3
Abstract: In this article, numerical values of the bond strength between tetrahedral-tetrahedral, octahedral-octahedral, and tetrahedral-octahedral site interactions in ferrites are evaluated by using maximum entropy method (MEM) and compared with that of existing theoretical predictions for… read more here.
Keywords: maximum entropy; using maximum; site; site interactions ... See more keywords
On the Five-Moment Hamburger Maximum Entropy Reconstruction
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DOI: 10.1007/s10955-018-2034-9
Abstract: We consider the Maximum Entropy Reconstruction (MER) as a solution to the five-moment truncated Hamburger moment problem in one dimension. In the case of five monomial moment constraints, the probability density function (PDF) of the… read more here.
Keywords: moment; maximum entropy; mer; entropy reconstruction ... See more keywords
A novel automatic retinal vessel extraction using maximum entropy based EM algorithm
Sign Up to like & getrecommendations! Published in 2020 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-020-08958-8
Abstract: The extraction of blood vessels helps in the diagnosis of diseases and to develop advances of medicine. Retinal blood vessel extraction plays a crucial role in early detection and treatment of retinal diseases. This paper… read more here.
Keywords: maximum entropy; vessel extraction; extraction; blood vessels ... See more keywords
Generating Synthetic Rainfall Total Using Multivariate Skew-t and Checkerboard Copula of Maximum Entropy
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DOI: 10.1007/s11269-017-1597-6
Abstract: This study aims to test the appropriateness of multivariate skew-t copula and checkerboard copula of maximum entropy in generating monthly rainfall total data. The generation of synthetic data is important, as it provides hypothetical data… read more here.
Keywords: multivariate skew; copula; maximum entropy; rainfall total ... See more keywords