Results 1 to 10 of about 89,352 (100)
Barekeng, 2023 Bayesian Additive Regression Tree (BART) is a sum-of-trees model used to approximate classification or regression cases. The main idea of this method is to use a prior distribution to keep the tree size small and a likelihood from data to get the ...
Stevanny Budiana +2 more
doaj +1 more source
Enhanced machine learning tree classifiers for lithology identification using Bayesian optimization
Applied Computing and Geosciences, 2022 Lithology identification is a fundamental activity in oil and gas exploration. The application of artificial intelligence (AI) is currently being adopted as a state-of-the-art means of automating lithology identification.
Solomon Asante-Okyere +2 more
doaj +1 more source
Students' learning style detection using tree augmented naive Bayes [PDF]
Royal Society Open Science, 2018 Students are characterized according to their own distinct learning styles. Discovering students' learning style is significant in the educational system in order to provide adaptivity.
Ling Xiao Li, Siti Soraya Abdul Rahman
doaj +1 more source
Mitochondrial DNA. Part B. Resources, 2020 In this study, the complete mitogenome of a new species, Johnius taiwanensis (Chao et al. ) was obtained. Its mitogenome is 18,451 bp in length, consisting of 37 genes with the typical gene order and direction of transcription in vertebrates.
Bai-an Lin +4 more
doaj +1 more source
Different Visualizations Cause Different Strategies When Dealing With Bayesian Situations
Frontiers in Psychology, 2020 People often struggle with Bayesian reasoning. However, previous research showed that people’s performance (and rationality) can be supported by the way the statistical information is represented.
Andreas Eichler +2 more
doaj +1 more source
An Explainable Bayesian Decision Tree Algorithm
Frontiers in Applied Mathematics and Statistics, 2021 Bayesian Decision Trees provide a probabilistic framework that reduces the instability of Decision Trees while maintaining their explainability. While Markov Chain Monte Carlo methods are typically used to construct Bayesian Decision Trees, here we ...
Giuseppe Nuti +2 more
doaj +1 more source
Journal of Infection in Developing Countries, 2021 Introduction: Salivirus (SalV) represents an emerging problem in public health especially during the recent years. In this study, the Bayesian evolutionary history and the spread of the virus through the different countries have been reported ...
Silvia Angeletti +10 more
doaj +1 more source
A Tutorial on Fire Domino Effect Modeling Using Bayesian Networks
Modelling, 2021 High complexity and growing interdependencies of chemical and process facilities have made them increasingly vulnerable to domino effects. Domino effects, particularly fire dominoes, are spatial-temporal phenomena where not only the location of involved ...
Nima Khakzad
doaj +1 more source
Mitochondrial DNA. Part B. Resources, 2018 In this study, the complete mitogenome of the Caroun croaker Johnius carouna was obtained. Its mitogenome is 18,752 bp in length, consisting of 37 genes with the typical gene order and direction of transcription in vertebrates.
Wei-Di Yang +3 more
doaj +1 more source
The bayesvl package: An R package for implementing and visualizing Bayesian statistics
SoftwareX, 2022 The bayesvl R package implements Bayesian analysis using the Stan’s no-U-turn sampler (NUTS). Two distinguished functions that the bayesvl package complements to other developed packages and software performing Bayesian analysis are the “relationship ...
Viet-Phuong La +5 more
doaj +1 more source