BIOENGINEER

Clustering Study Reveals Three Distinct Alzheimer’s Profiles in Hospitalized Patients

A clustering analysis of hospitalized Alzheimer's patients identifies three distinct functional–behavioral profiles, ...
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 ...
Visual Studio Magazine

Clustering Non-Numeric Data Using C#

Clustering non-numeric -- or categorial -- data is surprisingly difficult, but it's explained here by resident data scientist Dr. James McCaffrey of Microsoft Research, who provides all the code you ...
BIOENGINEER

Desert bush strategy supercharges snow-inspired optimizer for clustering problems

A hybrid optimizer inspired by desert bushes and snow ablation outperforms seven metaheuristic algorithms across 30 UCI ...
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 ...