IEEE

An Efficient and Robust Feature Selection Approach Based on Zentropy Measure and Neighborhood-Aware Model

Abstract: The feature selection based on the rough set (RS) theory has been an active research topic in data mining and knowledge discovery. Fuzzy RSs (FRSs), an efficient tool to process the ...
Frontiers

Data-driven hierarchical causal modeling of risk propagation in bridge operations: evidence from 132 accidents in China

Aging bridges worldwide face growing safety challenges due to extended service life and environmental stressors. However, most existing studies lack a systemic perspective and mainly rely on ...
NPR

USDA cancels survey tracking how many Americans struggle to get enough food

The United States Department of Agriculture (USDA) under the administration of President Trump announced on Saturday that it will end a longstanding annual food insecurity survey, calling it ...
Phys.org

Scientists develop new quantitative model to measure tree shade tolerance

A research team led by Academician Zhu Jiaojun from the Institute of Applied Ecology (IAE) of the Chinese Academy of Sciences (CAS) has introduced a new quantitative method to classify shade tolerance ...
News Medical

AI model maps lifetime disease risks to transform future healthcare planning

A powerful new AI predicts how over 1,000 diseases may unfold across a person’s life, opening doors for precision prevention, policy planning, and bias-aware healthcare innovation. Study: Learning the ...
The Baltimore Sun

Why Bureau of Labor Statistics model might not be able to explain US economy

The Labor Department’s internal watchdog is investigating how the Bureau of Labor Statistics collects and reports economic data as a part of an effort to better understand how the U.S. economy is ...
C&EN

Evaluating Machine Learning Models for Molecular Property Prediction: Performance and Robustness on Out-of-Distribution Data

Department of Pharmaceutical Sciences, Division of Pharmaceutical Chemistry, Faculty of Life Sciences, University of Vienna, Josef-Holaubek-Platz 2, 1090 Vienna, Austria Christian Doppler Laboratory ...
NBC News

U.S. has 'framework' for TikTok deal with China

Treasury Secretary Scott Bessent said Monday that Washington and Beijing had struck a "framework for a TikTok deal," days before another deadline that could have banned the popular social media app in ...
C&EN

MolAI: A Deep Learning Framework for Data-Driven Molecular Descriptor Generation and Advanced Drug Discovery Applications

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator.
IEEE

Multigranularity Data Analysis With Zentropy Uncertainty Measure for Efficient and Robust Feature Selection

Abstract: Multigranularity data analysis has recently become an active research topic in the intelligent computing and data mining fields. Feature selection via multigranularity data analysis is an ...
The Hill

California lawmakers approve measure protecting medical data of transgender people

California lawmakers passed legislation this week to prevent health providers from releasing transgender patients’ confidential medical records in investigations of gender-affirming care in states ...