5 results found

Fatemeh Abdi, Nasibeh Roozbeh, Fatemeh Darsareh, Vahid Mehrnoush, Ali Haghighat, Anna Nami, Farideh Montazeri, Mojdeh Banaei

Background Given that machine learning is one of the most effective approaches for identifying disease risk factors, this study aimed to explore the predictors of preeclampsia through machine learning...

Research Square 2026-04-23 rs-9292292
preeclampsia machine learning artificia inteligince random forest

Pedro Romio

Machine elements frequently operate under variable conditions, resulting in significant variations in interfacial friction across different lubrication regimes. The Stribeck curve is a well-establishe...

Research Square 2026-04-22 rs-9135155
Neural Networks Random Forest Support Vector Machine Stribeck Curves

Matthew Berkowitz, Rachel MacKay Altman, Thomas M. Loughin

In regression settings, random forests (RFs) often produce unavoidably biased estimates and predictions. We explain sources of bias in terms of RF-based estimated conditional distribution functions (E...

Research Square 2026-04-22 rs-9431439
random forest quantile regression forest bias correction quantile estimation

Xiaolong Li, Zhihui Huang, Jinxiang Yang, Yongsheng Chen, Yu Yun, Jian Lang, Xiang Liu, Shiwen Zhang, Huijun Wu

Modeling air quality concentration plays a crucial role in predicting and mitigating airborne pollutant levels. This study collected and organized daily average air quality data and meteorological dat...

Research Square 2026-04-21 rs-8839228
Air quality Machine learning Random forest Support vector machine Mining city

Ludmilla Ferreira Justino, David Henriques Matta, Marcos Vinício Cesario dos Santos, Luís Fernando Stone, Daniel Castro, Santiago Vianna, Alexandre Bryan Heinemann

The El Niño-Southern Oscillation (ENSO) is a major driver of climate and agricultural productivity variability, as those events modulate significant fraction of rainfall and air temperature interannua...

Theoretical and Applied Climatology 2026-04-20 rs-9314260
Random Forest Climate variability Predictive modeling Functional data analysis
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