Operating characteristics of agreement metrics in AI-based scoring: a Monte Carlo simulation. [PDF]
Yandi A.
europepmc +1 more source
ABSTRACT Increased frequency of extreme weather events, particularly droughts, threatens grassland farming by destabilizing yields and farms' economic viability. We examine, theoretically and through numerical simulations, how sown plant diversity (natural insurance) influences the attractiveness of indemnity and drought index insurance (formal ...
Nicolas Alou +3 more
wiley +1 more source
Fairness Correction in COVID-19 Predictive Models Using Demographic Optimization: Algorithm Development and Validation Study. [PDF]
Awasthi N +3 more
europepmc +1 more source
Understanding Egg Price Volatility and Policy Implications in the U.S. With Machine Learning
ABSTRACT Eggs are an inexpensive and sustainable source of proteins, but volatility in the U.S. egg prices has intensified in recent years, raising concerns over food affordability and market stability. This study examines the drivers of U.S. egg price dynamics over 2004–2025 using a two‐stage framework that combines LASSO‐based variable selection with
Xuemei Zhao +3 more
wiley +1 more source
Mitigating Algorithmic Bias in Cancer Site Classification Models. [PDF]
Shivanna A +5 more
europepmc +1 more source
Mitigating Disparities in Prostate Cancer Survival Prediction Through Fairness-Aware Machine Learning Models. [PDF]
Do H, Ranganath R, Murray K, Nayan M.
europepmc +1 more source
Machine learning performance for a small dataset: random oversampling improves data imbalances and fairness. [PDF]
Wang L +5 more
europepmc +1 more source
A study on the impact of catastrophic health expenditure on social stability. [PDF]
Huang G, Lv Y.
europepmc +1 more source
Voice in the algorithmic era: how perceived algorithmic control influences gig workers' voice behavior. [PDF]
Liang T, Zhang Y, Xiang D, Zhu L.
europepmc +1 more source

