How Data Quality Powers The Medallion Architecture

Modern analytics pipelines often follow the medallion architecture, which organizes data into Bronze (raw), Silver (cleansed) ...

10 Predictions: How Data Organizations Are Being Rewired By AI

Here are my 10 predictions for how the role and shape of data organizations will evolve in the AI-first enterprise.
IEEE

A Communication-Efficient Hierarchical Federated Learning Framework via Shaping Data Distribution at Edge

Abstract: Federated learning (FL) enables collaborative model training over distributed computing nodes without sharing their privacy-sensitive raw data. However, in FL, iterative exchanges of model ...
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

A Unified Genetic and Epigenetic Model to Predict Breast Cancer Intrinsic Subtypes Using Large DNA-level Multi-omics Data and Hierarchical Learning

Abstract: Breast cancer subtyping presents a significant clinical and scientific challenge. The prevalent expression-based Prediction Analysis of the Microarray of 50 genes (PAM50) system and its ...