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Mixture failure rate: A study based on cross-entropy and MCMC method
Chain Monte Carlo (MCMC) method and maximum likelihood estimation via cross-entropy method for parameter estimation, MCMC has recently emerged as a good alternative. The most popular MCMC method, called t...
Statistics and probability
- 2017 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Estimations based on cross-entropy
The minimization of the sampling equivalent of the cross-entropy leads to maximal likelihood estimations. This work concerns about different kinds of estimations with pre-defined constraints and investigates the discrete distributio...
BB - Aplikovaná statistika, operační výzkum
- 2007 •
- D
Rok uplatnění
D - Stať ve sborníku
Cross-Entropy Method for Laser Defense Applications
WTA problem is solved by a Cross-Entropy (CE) method in number of realistic air...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2025 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Disaggregating input-output tables by the multidimensional RAS method: a case study of the Czech Republic
Main topics of the document: input-Output Analysis; disaggregation of input-output tables; RAS method; cross-entropy model......
Statistics and probability
- 2023 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Semantic Space Transformations for Cross-Lingual Document Classification
with a standard maximum entropy classifier. The proposed methods are evaluated on fourThis paper deals with cross-lingual document classification. Cross-linguality is achieved by training monolingual semantic spac...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Hamiltonian Monte Carlo Method for Parameter estimation of the Additive Weibull distribution
. In this study, we exploit the Hamiltonian Monte Carlo and cross-entropy methods in order to reinforce and strengthen the traditional methods of statistical estimation. Our results show the superiority of the reco...
Statistics and probability
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Non-linear failure rate: A Bayes study using Hamiltonian Monte Carlo simulation
A non-linear failure ratemodel is introduced, analyzed, and applied to real data sets for both censored and uncensored data. The Hamiltonian Monte Carlo and cross-entropy methods have been exploited to empower the tradition...
Statistics and probability
- 2020 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Dynamic parameter estimation based on minimum cross-entropy method for combining information sources
with two problems: which combining method to choose (linear combination, geometric mean to them. Inspired by [Sečkárová, 2013] we introduce a method which overcomes such shortcomings. Proposed method, based on minimization...
BB - Aplikovaná statistika, operační výzkum
- 2015 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Weighted Probabilistic Opinion Pooling Based on Cross-Entropy
In this work we focus on opinion pooling in the finite group of sources introduced in [Seckarova, 2015]. This approach, heavily exploiting Kullback-Leibler divergence (also known as cross-entropy), allows us to combine sources? opin...
BC - Teorie a systémy řízení
- 2015 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Reliability-Based Control System Optimization in Uncertain Conditions
This paper presents an automated control system tuning approach with emphasis on reliability with respect to vehicle's Operational Design Domain (ODD). A joined approach based on Cross-Entropy Method (CEM) and Polynomial Ch...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2024 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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