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Papers matching “Bayesian modelling” 103

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Robust Parametrization of a Model Predictive Controller for a CNC Machining Center Using Bayesian Optimization
2020 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access

Muzaffer Ay, Dirk Abel

25

citations
Bayesian Inference by Symbolic Model Checking
2020 Lecture notes in computer science conference-paper Computer Science Bayesian Modeling and Causal Inference Open access

Bahare Salmani, Joost-Pieter Katoen

10

citations
Galaxy Merger Rates up to z ∼ 3 Using a Bayesian Deep Learning Model: A Major-merger Classifier Using IllustrisTNG Simulation Data
2020 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

92

citations
Fast Exact Bayesian Inference for Sparse Signals in the Normal Sequence Model
2020 Bayesian Analysis article Mathematics Statistical Methods and Inference Open access

Tim van Erven, Botond Szabó

7

citations
Temporal Exceptional Model Mining Using Dynamic Bayesian Networks
2020 Lecture notes in computer science conference-paper Computer Science Data Mining Algorithms and Applications Open access

Marcos L. P. Bueno, Arjen Hommersom, Peter Lucas

7

citations
Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods
2020 RWTH Publications (RWTH Aachen) book Engineering Advanced Battery Technologies Research Open access

Christian Fleischer

0

citations
Polygenic Risk Modelling for Prediction of Epithelial Ovarian Cancer Risk
2020 medRxiv preprint Biochemistry, Genetics and Molecular Biology BRCA gene mutations in cancer Open access

Eileen Dareng, Jonathan P. Tyrer, Daniel R. Barnes, Michelle R. Jones, Xin Yang, Katja K.H. Aben, +86 more

3

citations
The ARCiS framework for Exoplanet Atmospheres: Modelling Philosophy and Retrieval
2020 arXiv (Cornell University) preprint Physics and Astronomy Stellar, planetary, and galactic studies Open access

Michiel Min, Chris W. Ormel, Katy L. Chubb, Ch. Helling, Yui Kawashima

7

citations
The hot interstellar medium towards 4U 1820-30: a Bayesian analysis
2020 Astronomy and Astrophysics article Physics and Astronomy Astrophysical Phenomena and Observations Open access

10

citations
A Bayesian nonparametric approach to log-concave density estimation
2020 Bernoulli article Computer Science Bayesian Methods and Mixture Models Open access

Ester Mariucci, Botond Szabó

8

citations
Asymptotic frequentist coverage properties of Bayesian credible sets for sieve priors
2020 The Annals of Statistics article Mathematics Statistical Methods and Inference Open access

Judith Rousseau, Botond Szabó

21

citations
Combining sequential model-based algorithm configuration with default-guided probabilistic sampling
2020 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Marie Anastacio, Holger H. Hoos

2

citations
Updating of the Gaussian graphical model through targeted penalized estimation
2020 Journal of Multivariate Analysis article Mathematics Statistical Methods and Inference Open access

Wessel N. van Wieringen, Koen A. Stam, Carel F.W. Peeters, Mark A. van de Wiel

7

citations
Model-Based Algorithm Configuration with Default-Guided Probabilistic Sampling
2020 Lecture notes in computer science conference-paper Computer Science Metaheuristic Optimization Algorithms Research

Marie Anastacio, Holger H. Hoos

5

citations
Bayesian Tip-Dated Phylogenetics in Paleontology: Topological Effects and Stratigraphic Fit
2020 Systematic Biology article Earth and Planetary Sciences Evolution and Paleontology Studies

Benedict King

59

citations
Why we should sample sparsely and aim for a higher target: Lessons from model‐based therapeutic drug monitoring of vancomycin in intensive care patients
2020 British Journal of Clinical Pharmacology article Medicine Antibiotics Pharmacokinetics and Efficacy Open access

Tingjie Guo, Reinier M. van Hest, Lucas M. Fleuren, Luca F. Roggeveen, Rob J. Bosman, Peter H. J. van der Voort, +4 more

7

citations
Pattern-mixture model in network meta-analysis of binary missing outcome data: one-stage or two-stage approach?
2020 Research Square preprint Decision Sciences Meta-analysis and systematic reviews Open access

Loukia Maria Spineli, Katerina Papadimitropoulou, Chrysostomos Kalyvas

0

citations
Bayesian Unsupervised Machine Learning Approach to Segment Arctic Sea Ice from SMOS
2020 preprint Earth and Planetary Sciences Arctic and Antarctic ice dynamics Open access

Christoph Herbert, Adriano Camps, Florian Wellmann, Merce Vall-llossera

0

citations
Poisson–Tweedie mixed-effects model: A flexible approach for the analysis of longitudinal RNA-seq data
2020 Statistical Modelling article Mathematics Statistical Methods and Bayesian Inference Open access

Mirko Signorelli, Pietro Spitali, Roula Tsonaka

5

citations
On frequentist coverage of Bayesian credible sets for estimation of the mean under constraints
2020 arXiv (Cornell University) preprint Mathematics Statistical Methods and Inference Open access

Kevin L. W. Duisters, Johannes Schmidt-Hieber

0

citations
A Sequential Sensor Selection Strategy for Hyper-Parameterized Linear Bayesian Inverse Problems
2020 Lecture notes in computational science and engineering book-chapter Decision Sciences Optimal Experimental Design Methods Open access

Nicole Aretz-Nellesen, Peng Chen, Martin Grepl, Karen Veroy

5

citations
Pattern-mixture model in network meta-analysis of binary missing outcome data: one-stage or two-stage approach?
2020 Research Square preprint Decision Sciences Meta-analysis and systematic reviews Open access

Loukia Maria Spineli, Katerina Papadimitropoulou, Chrysostomos Kalyvas

0

citations
Pattern-mixture model in network meta-analysis of binary missing outcome data: one-stage or two-stage approach?
2020 Research Square preprint Decision Sciences Meta-analysis and systematic reviews Open access

Loukia Maria Spineli, Katerina Papadimitropoulou, Chrysostomos Kalyvas

0

citations
Optimizing Predictive Performance of Bayesian Forecasting for Vancomycin Concentration in Intensive Care Patients
2020 Pharmaceutical Research article Medicine Antibiotics Pharmacokinetics and Efficacy Open access

Tingjie Guo, Reinier M. van Hest, Laura B. Zwep, Luca F. Roggeveen, Lucas M. Fleuren, Rob J. Bosman, +5 more

17

citations
AN EFFICIENT COMPUTATIONAL METHOD FOR PARAMETER IDENTIFICATION IN THE CONTEXT OF RANDOM SET THEORY VIA BAYESIAN INVERSION
2020 International Journal for Uncertainty Quantification article Decision Sciences Probabilistic and Robust Engineering Design

Truong‐Vinh Hoang, Hermann Georg Matthies

5

citations