Human hepatitis E virus circulation in Bulgaria: Deep Bayesian phylogenetic analysis for viral spread control in the country
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Medical Virology"
DOI: 10.1002/jmv.25296
Abstract: Hepatitis E virus (HEV) infection in Bulgaria is endemic, as demonstrated by the seroprevalence of antibody against the virus in the general population and by the high prevalence of clinical cases registered. In this study,… read more here.
Keywords: deep bayesian; bayesian phylogenetic; analysis; phylogenetic analysis ... See more keywords
Crowdsourcing aggregation with deep Bayesian learning
Sign Up to like & getrecommendations! Published in 2021 at "Science China Information Sciences"
DOI: 10.1007/s11432-020-3118-7
Abstract: In this study, we consider a crowdsourcing classification problem in which labeling information from crowds is aggregated to infer latent true labels. We propose a fully Bayesian deep generative crowdsourcing model (BayesDGC), which combines the… read more here.
Keywords: deep bayesian; crowdsourcing aggregation; latent true; bayesian learning ... See more keywords
Deep Bayesian local crystallography
Sign Up to like & getrecommendations! Published in 2021 at "npj Computational Materials"
DOI: 10.1038/s41524-021-00621-6
Abstract: The advent of high-resolution electron and scanning probe microscopy imaging has opened the floodgates for acquiring atomically resolved images of bulk materials, 2D materials, and surfaces. This plethora of data contains an immense volume of… read more here.
Keywords: definition; deep bayesian; microscopy; atomically resolved ... See more keywords
DeepWE: A Deep Bayesian Active Learning Waypoint Estimator for Indoor Walkers
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2023.3234600
Abstract: Waypoint estimation (WE) has a wide range of applications for indoor walkers, such as fire rescue and navigation to find exit doors, lifts, or stairs as examples of waypoints, etc. Data-driven WE has been on… read more here.
Keywords: waypoint; bayesian active; learning waypoint; active learning ... See more keywords
Deep Bayesian Slow Feature Extraction With Application to Industrial Inferential Modeling
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2021.3129888
Abstract: Inferential modeling has been of significance for modern manufacturing in estimating the quality-related process variables. As an effective inferential model, probabilistic slow feature analysis (PSFA) has gained attention in regression tasks to interpret dynamic properties… read more here.
Keywords: slow feature; inferential modeling; deep bayesian; feature ... See more keywords
Probabilistic spatial analysis in quantitative microscopy with uncertainty-aware cell detection using deep Bayesian regression
Sign Up to like & getrecommendations! Published in 2022 at "Science Advances"
DOI: 10.1126/sciadv.abi8295
Abstract: The investigation of biological systems with three-dimensional microscopy demands automatic cell identification methods that not only are accurate but also can imply the uncertainty in their predictions. The use of deep learning to regress density… read more here.
Keywords: probabilistic spatial; microscopy; deep bayesian; uncertainty aware ... See more keywords