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Research article

First published 2020-5

Modelling spatially varying coefficients via sparsity priors

Peter Congdon

Model Assisted Statistics and Applications

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Research article

First published 2023-03-15

Super-resolution image reconstruction from sparsity regularization and deep residual-learned priors

Xinyi Zhong, Ningning Liang, Ailong Cai [...]

Journal of X-Ray Science and Technology

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Research article

First published 2017-9-12

X-ray Computed Tomography using a Sparsity Enforcing Prior Model Based on Haar Transformation in a Bayesian Framework

Li Wang, Ali Mohammad-Djafari, Nicolas Gac

Fundamenta Informaticae

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Research article

First published 2020-01-09

Medical image restoration method via multiple nonlocal prior constraints

Qidi Wu, Yibing Li, Yun Lin

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2018-4

Effect fusion using model-based clustering

Gertraud Malsiner-Walli, Daniela Pauger, Helga Wagner

Statistical Modelling

Free access

Research article

First published 2024-2

Bayesian Exploratory Factor Analysis via Gibbs Sampling

Adrian Quintero, Emmanuel Lesaffre, Geert Verbeke

Journal of Educational and Behavioral Statistics

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Research article

First published 2022-03-04

A spatial-temporal topic model with sparse prior and RNN prior for bursty topic discovering in social networks

Xiaowei Zhu, Yu Han, Shichong Li [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2020-4

Inferring the direction of a causal link and estimating its effect via a Bayesian Mendelian randomization approach

Ioan Gabriel Bucur, Tom Claassen, Tom Heskes

Statistical Methods in Medical Research

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Research article

First published 2025

GI-based maximum envelope spectrum deconvolution for machinery fault diagnosis in wind turbine generator

Shiyao Qin, Haikun Jia, Xiaojing Ma [...]

Proceedings of the Institution of Mechanical Engineers,Part I: Journal of Systems and Control Engineering

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Research article

First published 2023-8

Bayesian inference on sparse multinomial data using smoothed Dirichlet distribution with an application to COVID-19 data

Lahiru Wickramasinghe, Alexandre Leblanc, Saman Muthukumarana

Model Assisted Statistics and Applications

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