Nature

Model-Based Clustering in High-Dimensional Data Analysis

Model-based clustering formulates the identification of groups within data as the estimation of parameters in a probabilistic mixture model. In high-dimensional settings, where the number of variables ...
Semiconductor Engineering

Transformer Model Based Clustering Methodology For Standard Cell Layout Automation (Nvidia)

A new technical paper titled “Novel Transformer Model Based Clustering Method for Standard Cell Design Automation” was published by researchers at Nvidia. “Standard cells are essential components of ...

Fuzheng Liu Examines Transformer-XL Modeling of E-Commerce User Behavior and Real-Time Behavioral Analysis

XL, dynamic interest modeling, and distributed stream computing to analyze large-scale e-commerce user behavior. By improving long-sequence prediction, real-time processing, and behavioral clustering, ...
BMJ Global Health

Clustering of countries based on national essential medicines lists: cross-sectional study

Introduction National essential medicines lists (NEMLs) guide medicine selection and procurement and are key tools for ...