AIMC Topic: United States Environmental Protection Agency
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ExpoPath: A method for identifying and annotating exposure pathways from chemical co-occurrence networks.
The Science of the total environment
Apr 27, 2025
Improving risk evaluation for environmental and human health is of paramount concern for the U.S. Environmental Protection Agency (EPA). This includes the identification and assessment of chemical transport from commercial and industrial sources to e...
Systematic Approaches for the Encoding of Chemical Groups: A Case Study.
Chemical research in toxicology
Mar 18, 2024
Regulatory authorities aim to organize substances into groups to facilitate prioritization within hazard and risk assessment processes. Often, such chemical groupings are not explicitly defined by structural rules or physicochemical property informat...
Comparing artificial intelligence techniques for chlorophyll-a prediction in US lakes.
Environmental science and pollution research international
Sep 3, 2019
Chlorophyll-a (CHLA) is a key indicator to represent eutrophication status in lakes. In this study, CHLA, total phosphorus (TP), total nitrogen (TN), turbidity (TB), and Secchi depth (SD) collected by the United States Environmental Protection Agency...
Optimal Spatial Prediction Using Ensemble Machine Learning.
The international journal of biostatistics
May 1, 2016
Spatial prediction is an important problem in many scientific disciplines. Super Learner is an ensemble prediction approach related to stacked generalization that uses cross-validation to search for the optimal predictor amongst all convex combinatio...
Part 1. Statistical Learning Methods for the Effects of Multiple Air Pollution Constituents.
Research report (Health Effects Institute)
Jun 1, 2015
INTRODUCTION: The United States Environmental Protection Agency (U.S. EPA*) currently regulates individual air pollutants on a pollutant-by-pollutant basis, adjusted for other pollutants and potential confounders. However, the National Academies of S...
Hazardous Substances
United States Environmental Protection Agency
Dogs
Respiratory Tract Diseases
Environmental Exposure
Environmental Monitoring
Air Pollution
Data Interpretation, Statistical
Computer Simulation
Bayes Theorem
Particulate Matter
Air Pollutants
Artificial Intelligence
United States
Humans
Prospective Studies
Aged
Animals
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