Visual Studio Magazine

Gaussian Mixture Model Data Clustering from Scratch Using C#

Data clustering is the process of grouping data items so that similar items are placed in the same cluster. There are several different clustering techniques, and each technique has many variations.
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 ...
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 ...
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 ...
BIOENGINEER

Mosquito Aggregation and Host Clustering Reshape Zoonotic Virus Transmission Risk

A mathematical model shows that identical host communities can yield very different mosquito-borne virus transmission ...
techtarget

What is clustering in machine learning and how does it work?

Clustering is a data science technique in machine learning that groups similar rows in a data set. After running a clustering technique, a new column appears in the data set to indicate the group each ...
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 ...