Results 31 to 40 of about 18,600 (242)

BAT.jl Upgrading the Bayesian Analysis Toolkit [PDF]

EPJ Web of Conferences, 2020
In all but the simplest cases, performing data analysis based on Bayesian reasoning requires the use of advanced algorithms. The Bayesian Analysis Toolkit (BAT) provides a collection of algorithms and methods that facilitate the application of Bayesian ...
Caldwell Allen, Grunwald Cornelius, Hafych Vasyl, Kröninger Kevin, La Cagnina Salvatore, Schulz Oliver, Shtembari Lolian   +6 more
doaj   +1 more source

Effects of visualizing statistical information – An empirical study on tree diagrams and 2 x 2 tables

Frontiers in Psychology, 2015
In their research articles, scholars often use 2 x 2 tables or tree diagrams including natural frequencies in order to illustrate Bayesian reasoning situations to their peers. Interestingly, the effect of these visualizations on participants’ performance
Karin eBinder, Stefan eKrauss, Georg eBruckmaier   +2 more
doaj   +1 more source

Molecular dynamics simulations of positively selected codons in FcγRI reveal novel biochemical binding properties

FEBS Open Bio, EarlyView.
Evolutionary analysis across 32 placental mammals identified positive selection at residues H148 and W149 in the immune receptor FcγR1. Ancestral reconstruction combined with molecular dynamics simulations reveals how these mutations may influence receptor structure and dynamics, providing insight into the evolution of antibody recognition and immune ...
David A. Young, Omar Arias‐Gaguancela, Fiona Gibson, Morgan Grainger, Jodie Score, Amit Nathubhai, Mauricio Cafiero, Lee Richard Machado   +7 more
wiley   +1 more source

The Effect of Visualization on Students’ Understanding of Probability Concepts

Journal of Statistics and Data Science Education
Bayesian reasoning—the optimal process of updating a hypothesis or belief with new information—is a critical aspect of both everyday decision-making and statistics education, but strategies for effectively teaching the topic in the classroom remain ...
John M. Vargas, Jeffrey J. Starns, Andrew L. Cohen, Darrell Earnest   +3 more
doaj   +1 more source

BayesNetBP: An R Package for Probabilistic Reasoning in Bayesian Networks

Journal of Statistical Software, 2020
The BayesNetBP package has been developed for probabilistic reasoning and visualization in Bayesian networks with nodes that are purely discrete, continuous or mixed (discrete and continuous).
Han Yu, Janhavi Moharil, Rachael Hageman Blair   +2 more
doaj   +1 more source

Directed evolution of enzymes at the crossroads of tradition and innovation

FEBS Open Bio, EarlyView.
An iterative cycle of data‐driven enzyme optimization comprising four stages: genetic diversification of a template enzyme, expression of protein variants, high‐throughput evaluation, and machine‐learning‐guided redesign of the next variant library.
Maria Tomkova, Andrej Mirossay, Erik Sedlak   +2 more
wiley   +1 more source

Long‐Term Follow‐Up of Chemotherapy‐Associated Biological Aging in Women With Early Breast Cancer

Aging and Cancer, EarlyView.
Women threated with adjuvant chemotherapy for early breast cancer have sustained long‐term increase in p16INK4a,, a robust marker of cell senescence, suggesting a chemotherapy‐associated age acceleration. p16INK4a as well as other biomarkers may identify patients at greatest risk for senescence‐related diseases of aging.
Hyman B. Muss, Alexis C. Wardell, Allison M. Deal, Kirsten A. Nyrop, Allison Ross, Yara G. Abdou, Jeffrey D. Aldrich, Lisa A. Cary, E. Claire Dees, Katherine E. Reeder‐Hayes, Emily M. Ray, Natalia Mitin, Denis Tsygankov   +12 more
wiley   +1 more source

Image Recognition as a “Dialogic AI Partner” Within Biodiversity Citizen Science—an empirical investigation

Citizen Science: Theory and Practice
We investigate the potential of a new citizen science paradigm that facilitates collaborative learning between humans and artificial intelligence (AI).
Nirwan Sharma, Laura Colucci-Gray, Poppy Lakeman-Fraser, Annie Robinson, Julie Newman, René Van der Wal, Stefan Rueger, Advaith Siddharthan   +7 more
doaj   +1 more source

Reasoning Methods of Unmanned Underwater Vehicle Situation Awareness Based on Ontology and Bayesian Network

Complexity, 2022
When unmanned underwater vehicles (UUVs) perform tasks, the marine environment situation information perceived by their sensors is insufficient and cannot be shared; moreover, the reasoning efficiency of the situation information is not high.
Hongfei Yao, Chunsong Han, Fengxia Xu
doaj   +1 more source

High Health Care Utilization Preceding Diagnosis With Juvenile Idiopathic Arthritis

Arthritis Care &Research, EarlyView.
Objective Although early diagnosis improves long‐term outcomes, patients with juvenile idiopathic arthritis (JIA) often experience prolonged, circuitous paths to diagnosis. To inform diagnostic improvement, we sought to characterize health care utilization in the year preceding diagnosis. Methods We identified 10,021 patients with an incident diagnosis
Anna Costello, Rui Xiao, Xuemei Zhang, Jahan Jazayeri, Irit R. Rasooly, Pamela F. Weiss   +5 more
wiley   +1 more source