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 ...
ascopubs.org

Clinical Validity of a Prognostic Gene Expression Cluster-Based Model in Human Papillomavirus–Positive Oropharyngeal Carcinoma

Association of 17q22 Amplicon Via Cell-Free DNA With Platinum Chemotherapy Response in Metastatic Triple-Negative Breast Cancer Patients with HPV DNA-positive OPCs with locoregionally advanced ...
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 ...
BizTech

What Are the Benefits of Unsupervised Machine Learning and Clustering?

Nathan Eddy works as an independent filmmaker and journalist based in Berlin, specializing in architecture, business technology and healthcare IT. He is a graduate of Northwestern University’s Medill ...
Visual Studio Magazine

Data Clustering Using a Self-Organizing Map (SOM) with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on technique for visualizing and clustering data. A self-organizing map (SOM) is a data structure that can be used ...