PEARL: Recent submissions
Now showing items 1-10 of 10624
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Bayesian Multivariate Nonlinear State Space Copula Models
In this paper we propose a flexible class of multivariate nonlinear non-Gaussian state space models, based on copulas. More precisely, we assume that the observation equation and the state equation are defined by copula ... -
A Pólya-Gamma Sampler for a Generalized Logistic Regression
In this paper we introduce a novel Bayesian data augmentation approach for estimating the parameters of the generalised logistic regression model. We propose a P\'olya-Gamma sampler algorithm that allows us to sample from ... -
Allele-selective lowering of mutant HTT protein by HTT–LC3 linker compounds
(Springer Science and Business Media LLC, 2019-10-30) -
Composites Curriculum Development: tackling the skills gap in UK advanced composites
(University of Bristol with University of PlymouthBristol and Plymouth, United Kingdom, 2019-08-31)The aim of this project is to generate an industrially relevant and academically rigorous curriculum which could be deployed to tackle the significant skills gap in composites professionals, vital for delivering on the ... -
Efficient Evolution of Neural Networks
(University of Plymouth, 2019)This thesis addresses the study of evolutionary methods for the synthesis of neural network controllers. Chapter 1 introduces the research area, reviews the state of the art, discusses promising research directions, and ... -
Probing the early phase of rapid instructed rule encoding
(Elsevier BV, 2019-09-09) -
Genetic algorithm-based multiple moving target reaching using a fleet of sailboats
(Institution of Engineering and Technology (IET), 2019-11-11) -
How do children’s personal narratives influence their choices at school?
(University of Plymouth, 2019)The main empirical research question of this thesis is: how do children’s personal narratives influence their choices at school and more broadly? This question is supported by supplementary research questions which are ...
