Mutual information-based neighbor selection method for causal effect estimation
Estimation of causal effects from observational data has been the main objective in several
high-impact scientific domains, while the golden standard for calculating the true causal …
high-impact scientific domains, while the golden standard for calculating the true causal …
Model simulations unveil the structure-function-dynamics relationship of the cerebellar cortical microcircuit
The cerebellar network is renowned for its regular architecture that has inspired foundational
computational theories. However, the relationship between circuit structure, function and …
computational theories. However, the relationship between circuit structure, function and …
Approaches for the short-term prediction of natural daily streamflows using hybrid machine learning enhanced with grey wolf optimization
This paper presents the development of hybrid machine learning models to forecast the
natural flows of water bodies. Five models were considered under the analysis: extreme …
natural flows of water bodies. Five models were considered under the analysis: extreme …
[HTML][HTML] dcor: distance correlation and energy statistics in Python
This article presents dcor, an open-source Python package dedicated to distance correlation
and other statistics related to energy distance. These energy statistics include distances …
and other statistics related to energy distance. These energy statistics include distances …
[HTML][HTML] Accurate PM2. 5 urban air pollution forecasting using multivariate ensemble learning Accounting for evolving target distributions
R Rakholia, Q Le, K Vu, BQ Ho, RS Carbajo - Chemosphere, 2024 - Elsevier
Over the past decades, air pollution has caused severe environmental and public health
problems. According to the World Health Organization (WHO), fine particulate matter (PM …
problems. According to the World Health Organization (WHO), fine particulate matter (PM …
[HTML][HTML] Working memory enhancement using real-time phase-tuned transcranial alternating current stimulation
Background Prior work has shown that transcranial alternating current stimulation (tACS) of
parietooccipital alpha oscillations (8–14 Hz) can modulate working memory (WM) …
parietooccipital alpha oscillations (8–14 Hz) can modulate working memory (WM) …
In vitro and in silico parameters for precise cgMLST ty** of Listeria monocytogenes
Background Whole genome sequencing analyzed by core genome multi-locus sequence
ty** (cgMLST) is widely used in surveillance of the pathogenic bacteria Listeria …
ty** (cgMLST) is widely used in surveillance of the pathogenic bacteria Listeria …
[HTML][HTML] Interactive polar diagrams for model comparison
Objective Evaluating the performance of multiple complex models, such as those found in
biology, medicine, climatology, and machine learning, using conventional approaches is …
biology, medicine, climatology, and machine learning, using conventional approaches is …
[HTML][HTML] The effects of contrast on correlation perception in scatterplots
Scatterplots are common data visualizations that can be used to communicate a range of
ideas, the most intensively studied being the correlation between two variables. Despite …
ideas, the most intensively studied being the correlation between two variables. Despite …
An experimental and numerical study on chloride transport in concrete under single bending load and coastal soft soil environment
L Wu, X Gao, Z Yang, X Ni - Construction and Building Materials, 2024 - Elsevier
This paper presents an experimental and numerical simulation study on the corrosion of
chloride ions in concrete components, using a single pre-applied bending load to represent …
chloride ions in concrete components, using a single pre-applied bending load to represent …