Rockburst prediction based on data preprocessing and hyperband‐RNN‐DNN
Deep Underground Science and Engineering, EarlyView.A data preprocessing workflow is proposed to address challenges in rockburst data analysis. Coupled algorithms preprocess the data set, and hyperband optimization is used to enhance RNN performance. Results show that preprocessing improves accuracy, while dense layers enhance model stability and prediction performance.
Yong Fan +4 more
wiley +1 more source
Batch effect reduction of microarray data with dependent samples using an empirical Bayes approach (BRIDGE). [PDF]
Stat Appl Genet Mol Biol, 2021 Xia Q, Thompson JA, Koestler DC.
europepmc +1 more source
Empirical Bayes conditional independence graphs for regulatory network recovery [PDF]
, 2012 Rami Mahdi +7 more
openalex +1 more source
Neurofeedback for Binge‐Eating Disorder: Neurophysiological Outcome Predictors and Rapid Response
International Journal of Eating Disorders, EarlyView.ABSTRACT Objective Pioneer studies suggested the effectiveness of food‐specific electroencephalography (EEG) and real‐time functional near‐infrared spectroscopy (rtfNIRS) neurofeedback (NF) trainings in the treatment of binge‐eating disorder (BED). These trainings aim to improve participants' neurophysiological self‐regulation.
Ben Schreglmann +3 more
wiley +1 more source
ON THE EMPIRICAL BAYES DECISION RULE TO SOME CLASSIFICATION PLOBLEMS
, 1976 Hirosi Hudimoto
openalex +2 more sources
Biogeography of intertidal invertebrates is influenced by latitude along the west coast of Australia
Ecography, EarlyView.Along the west coast of Australia, intertidal rock platforms support high invertebrate diversities that provide vital ecosystem services, yet patterns in diversity are not well understood. Here, we document and examine the invertebrate assemblages on intertidal rock platforms in Western Australia and delineate ecoregions according to assemblage ...
Matilda Murley +2 more
wiley +1 more source
SC-MEB: spatial clustering with hidden Markov random field using empirical Bayes. [PDF]
Brief Bioinform, 2022 Yang Y +9 more
europepmc +1 more source
Empirical Bayes to assess ecological diversity and similarity with overdispersion in multivariate counts [PDF]
, 2018 Fabio Divino +4 more
openalex +1 more source
Tracing the origins and evolution of nymphalid butterflies (Lepidoptera) in the Atlantic Forest
Ecography, EarlyView.Understanding the relative roles of diversification and dispersal is key to explaining large‐scale biogeographical patterns. Although both processes are known to shape biodiversity, their relative contributions remain understudied for many organisms. Here, we examine how these processes have jointly contributed to the exceptional diversity and endemism
Mar Repullés +7 more
wiley +1 more source
Flexible Signal Denoising via Flexible Empirical Bayes Shrinkage. [PDF]
J Mach Learn Res, 2021 Xing Z, Carbonetto P, Stephens M.
europepmc +1 more source