Results 51 to 60 of about 370,101 (314)
Data-Based Sensing and Stochastic Analysis of Biodiesel Production Process
Energies, 2018 Biodiesel production is a field of outstanding prospects due to the renewable nature of its feedstock and little to no overall CO2 emissions to the environment.
Iftikhar Ahmad +4 more
doaj +1 more source
A statistical boosting framework for polygenic risk scores based on large-scale genotype data
Frontiers in Genetics, 2023 Polygenic risk scores (PRS) evaluate the individual genetic liability to a certain trait and are expected to play an increasingly important role in clinical risk stratification.
Hannah Klinkhammer +6 more
doaj +1 more source
From mice to humans—divergent strategies for intestinal homeostasis and regeneration
FEBS Letters, EarlyView.Recent advances such as organoid genome editing, xenotransplantation, imaging, and whole‐genome sequencing have enabled direct studies of human intestinal stem cells (ISCs). These studies reveal species‐specific features, including slower ISC proliferation, distinct injury responses, slower somatic mutation accumulation in humans, and an inverse ...
Keiko Ishikawa +2 more
wiley +1 more source
Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)Predicting football match outcomes is a significant challenge in sports analytics, requiring models that are both accurate and resilient. This study evaluates the effectiveness of ensemble techniques, specifically Bagging and Boosting, in enhancing the ...
Agus Perdana Windarto +2 more
doaj +1 more source
Bagging and boosting techniques in prediction of particulate matters [PDF]
Bulletin of the Polish Academy of Sciences: Technical Sciences, 2020 The paper presents new ensemble solutions, which can forecast the average level of particulate matters PM10 and PM2.5 with increased accuracy. The proposed network is composed of weak predictors integrated into a final expert system.
D. Triana, S. Osowski
doaj +1 more source
FEBS Letters, EarlyView.Cancer progression is regulated by the dynamic matrix code of the tumor microenvironment, which influences cellular behavior and disease development. Importantly, matrix remodeling in three‐dimensional cancer models more accurately reflects in vivo conditions compared to conventional two‐dimensional systems.
Sylvia Mangani +3 more
wiley +1 more source
Model-based Boosting in R: A Hands-on Tutorial Using the R Package mboost [PDF]
, 2012 We provide a detailed hands-on tutorial for the R add-on package mboost. The package implements boosting for optimizing general risk functions utilizing component-wise (penalized) least squares estimates as base-learners for fitting various kinds of ...
Mayr, Andreas +3 more
core +1 more source
Hedging and Boosting Criticism in Dissertation Thesis Reviews
ELOPEDissertation thesis reviews within the Czech academic context are, unlike journal article peer reviews, non-blind, non-anonymous, publicly available texts. The key feature of these reviews is evaluation, and they require a substantial amount of facework
Magda Sučková, Petra Zmrzlá
doaj +1 more source
Cross Validation Voting for Improving CNN Classification in Grocery Products
IEEE Access, 2022 The development of deep neural networks that has been carried out in recent years allows solving highly complex computer vision classification problems. Often, although the results obtained with these classifiers are high, there are certain sectors that ...
Jaime Duque Domingo +2 more
doaj +1 more source
Microbiome‐blood–brain barrier interactions in aging — mechanisms and therapeutic potential
FEBS Letters, EarlyView.Aging reshapes the gut microbiome (↓SCFA‐producing commensals; ↑pro‐inflammatory outputs), shifting circulating metabolites (↓SCFAs; ↑LPS, ↑TMAO, ↑PAA) that act at the BBB to increase nonspecific transcytosis, alter transport, and promote astrocyte reactivity, heightening brain vulnerability.
Daniel Cuervo‐Zanatta +3 more
wiley +1 more source