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 ...
IEEE

Hierarchical Sparse Representation Clustering for High-Dimensional Data Streams

Abstract: Data stream clustering reveals patterns within continuously arriving, potentially unbounded data sequences. Numerous data stream algorithms have been proposed to cluster data streams. The ...
EurekAlert!

FigureYa: A standardized visualization framework for enhancing biomedical data interpretation and research efficiency

This pie chart illustrates the distribution of visualization tools in the FigureYa resource package across three dimensions: research type (outer ring), analysis method (middle ring), and output ...
IEEE

FPMDA: Fault-Tolerant and Privacy-Enhanced Multidimensional Data Aggregation Without TA

Abstract: Many privacy-preserving multidimensional data aggregation (PPMDA) schemes have been proposed to safeguard user privacy and provide aggregated real-time data for the control center (CC) to ...
C&EN

HitScreen: A Sequence-Based Drug Virtual Screening Approach Using Data Augmentation and Protein Language Models

College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R. China College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, P. R ...
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 ...