Bayesian Statistics from Methods to Models and Applications
Research from BAYSM 2014
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Article
Open AccessGenomic prediction using machine learning: a comparison of the performance of regularized regression, ensemble, instance-based and deep learning methods on synthetic and empirical data
The accurate prediction of genomic breeding values is central to genomic selection in both plant and animal breeding studies. Genomic prediction involves the use of thousands of molecular markers spanning the ...
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Chapter and Conference Paper
Providing a Natural Language Processing App for Language Teachers
Natural Language Processing (NLP) is a common application for Artificial Intelligence. The goal is to provide language teachers with a simple to apply tool for topic model analyses to integrate into their clas...
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Chapter and Conference Paper
How the Pandemic Helped and Hindered Student-Centered Learning
The student-centered learning approach “learning office” has been established in vocational school education under constant evaluation through a team of education researchers. In the past two years, emergency ...
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Chapter and Conference Paper
Assessing Students’ Motivation in a University Course on Digital Education
In this paper we explore aspiring teachers’ motivation in using digital technology. Referring to the self determination theory, we examine changes in their perceived competence, autonomy and relatedness before...
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Article
Time trends in stroke severity in the years 2005 to 2020: results from the Austrian Stroke Unit Registry
With aging population, there is an increase of atrial fibrillation (AF) and other vascular risk factors. We investigated trends in stroke severity at hospital admission with respect to AF and other risk factor...
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Chapter and Conference Paper
Outlier detection in Bioinformatics with Mixtures of Gaussian and heavy-tailed distributions
Starting from approaches in Bioinformatics, we will investigate aspects of Bayesian robustness ideas and compare them to methods from classical robust statistics. Bayesian robustness branches into three aspect...
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Article
Correction to: Integrative transcriptomics reveals genotypic impact on sugar beet storability
In the above mentioned publication, part of Fig. 6B was distorted (extra diagonal lines appeared). The original article has been corrected and the proper version of Fig. 6B is also published here.
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Article
Open AccessIntegrative transcriptomics reveals genotypic impact on sugar beet storability
An integrative comparative transcriptomic approach on six sugar beet varieties showing different amount of sucrose loss during storage revealed genotype-specific main driver genes and pathways characterizing s...
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Chapter and Conference Paper
A Study on Pupils’ Motivation to Pursue a STEM Career
The industry is facing with the increasing lack of STEM graduates every year. It is of vital importance to motivate pupils for technical schools or schools in the STEM fields. This paper analyzes data from 693...
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Chapter and Conference Paper
“We Can Learn Ourselves” - Develo** Digital Media for Student-Centered Learning
The project “We can learn ourselves” is a joint project of the higher technical upper secondary school TGM, which develops and applies the student-centered educational system of the “learning office”, in coope...
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Article
Modified DWI-FLAIR mismatch guided thrombolysis in unknown onset stroke
DWI-FLAIR mismatch has been recently proven to identify patients with unknown onset stroke (UOS) eligible for thrombolysis. However, this concept may exclude patients from thrombolysis who may eventually benef...
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Chapter and Conference Paper
Effects of Introducing a Game-Based Student Response System into a Flipped, Person-Centered Classroom on Object-Oriented Design
Gamification and flipped classrooms are popular concepts in the educational sector, especially in engineering education. We introduced the gamified student response system Kahoot! to a flipped undergraduate co...
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Article
Open AccessPrehospital and intra-hospital time delays in posterior circulation stroke: results from the Austrian Stroke Unit Registry
Therapeutic effect of recombinant tissue-plasminogen activator (rt-PA) is time dependent. There is limited evidence whether localization of stroke within the posterior circulation (PCS) is associated with a tr...
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Book and Conference Proceedings
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Article
Open AccessHybridization thermodynamics of NimbleGen Microarrays
While microarrays are the predominant method for gene expression profiling, probe signal variation is still an area of active research. Probe signal is sequence dependent and affected by probe-target binding s...
