Two-stage meta-ensembling machine learning model for enhanced water quality forecasting

S Heydari, MR Nikoo, A Mohammadi, R Barzegar - Journal of Hydrology, 2024‏ - Elsevier
Accurate short-term forecasting of water quality variables (WQVs) such as dissolved oxygen
(DO) and chlorophyll-a (Chl-a) is crucial for the effective management of aquatic resources …

Supervised learning and model analysis with compositional data

S Huang, E Ailer, N Kilbertus… - PLOS Computational …, 2023‏ - journals.plos.org
Supervised learning, such as regression and classification, is an essential tool for analyzing
modern high-throughput sequencing data, for example in microbiome research. However …

[HTML][HTML] Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subty**

C Sirocchi, M Urschler, B Pfeifer - BioData Mining, 2025‏ - pmc.ncbi.nlm.nih.gov
Explainable and interpretable machine learning has emerged as essential in leveraging
artificial intelligence within high-stakes domains such as healthcare to ensure transparency …

Random Forests with Economic Roots: Explaining Machine Learning in Hedonic Imputation

S Zeng, D Rao - Computational Economics, 2024‏ - Springer
The increasing integration of machine learning techniques in hedonic imputation has
significantly improved predictive capabilities for both price prediction and price index …

Diversity and evolution of flagellins: insights from free-living and host-associated microbial environments with a focus on the human gut

A Borbón-García - 2024‏ - ub01.uni-tuebingen.de
Flagellin is a key component of the bacterial flagellum, a molecular structure essential for
bacterial motility. In hosts, flagellin is recognized by receptors of the innate immune system …

[PDF][PDF] Chapter one: Bifidobacterium confer lactose tolerance in genetically-intolerant humans

JL Fitzstevens, X Liu, A Ruaud… - … and contribution to …‏ - bibliographie.uni-tuebingen.de
The lactase-persistence (LP) genotype allows digestion of the milk sugar lactose in adults
and confers lactose tolerance. Genetically lactase non-persistent (LNP) individuals can also …