[HTML][HTML] Who learns better Bayesian network structures: Accuracy and speed of structure learning algorithms

M Scutari, CE Graafland, JM Gutiérrez - International Journal of …, 2019 - Elsevier
Three classes of algorithms to learn the structure of Bayesian networks from data are common
in the literature: constraint-based algorithms, which use conditional independence tests to …

Who learns better bayesian network structures: Constraint-based, score-based or hybrid algorithms?

M Scutari, CE Graafland… - International Conference …, 2018 - proceedings.mlr.press
The literature groups algorithms to learn the structure of Bayesian networks from data in three
separate classes: constraint-based algorithms, which use conditional independence tests …

[PDF][PDF] De Nadere Reformatie

T Brienen, K Exalto, J van Genderen… - Beschrijving van haar …, 1986 - theologienet.nl
De Nadere Reformatie kan men beschouwen als de Nederlandse verschijningsvorm van
het internationale Piëtisme van de zeventiende eeuw. Deze laatste beweging kunnen wij …

Frictional forces for disc-type pigging of pipelines

MHW Hendrix, CM Graafland… - Journal of Petroleum …, 2018 - Elsevier
We investigate the frictional force which is acting on a pipeline pig. Two complementary
experimental setups have been designed and used to study the sealing disc of a pig, which is …

[BOEK][B] De doorwerking van de Moderne Devotie Windesheim 1387—1987. Voordrachten gehouden tijdens het Windesheim Symposium Zwolle/Windesheim 15-17 …

P Bange, C Graafland, AJ Jelsma, AG Weiler - 1988 - repository.ubn.ru.nl
‘Laat-middeleeuwse’moralistisch-didacti-233 sche traktaten in de zestiende eeuw: invloe
den van de Moderne Devotie? Windesheimse observantie in na-middel-253 eeuwse …

The probabilistic backbone of data-driven complex networks: an example in climate

CE Graafland, JM Gutierrez, JM Lopez, D Pazo… - Scientific Reports, 2020 - nature.com
Complex systems often exhibit long-range correlations so that typical observables show
statistical dependence across long distances. These teleconnections have a tremendous impact …

Secondary microvascular degeneration in amyloid angiopathy of patients with hereditary cerebral hemorrhage with amyloidosis, Dutch type (HCHWA-D)

HV Vinters, R Natté, MLC Maat-Schieman… - Acta …, 1998 - Springer
Various secondary microvascular degenerative and inflammatory alterations may
complicate cerebral amyloid angiopathy (CAA) and contribute to the morbidity of CAA-associated …

Learning complex dependency structure of gene regulatory networks from high dimensional microarray data with Gaussian Bayesian networks

CE Graafland, JM Gutiérrez - Scientific reports, 2022 - nature.com
Reconstruction of Gene Regulatory Networks (GRNs) of gene expression data with
Probabilistic Network Models (PNMs) is an open problem. Gene expression datasets consist of …

Glial reactions and the clearance of amyloid β protein in the brains of patients with hereditary cerebral hemorrhage with amyloidosis-Dutch type

MLC Maat-Schieman, H Yamaguchi… - Acta …, 2004 - Springer
Although the amyloid β protein (Aβ) E693Q mutation enhances Aβ fibrillization in vitro and
cerebral amyloid angiopathy (CAA) in vivo, brain parenchymal Aβ deposition and tau …

A data-driven probabilistic network approach to assess model similarity in CMIP ensembles

CE Graafland, S Brands… - Artificial Intelligence for …, 2024 - journals.ametsoc.org
The different phases of the Coupled Model Intercomparison Project (CMIP) provide ensembles
of past, present, and future climate simulations crucial for climate change impact and …