BIOENGINEER

Three-Layer Granular Balls Give Clustering Algorithms a New Way to See Inside Complex Data

A new clustering algorithm called 3L-GBC models dense, transitional, and sparse regions within clusters using granular balls ...

What is Data Mining? Explaining Specific Examples, Methods, and Differences from AI

Data mining is a technology for discovering useful patterns and knowledge from large amounts of data. This article explains ...
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 ...
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 ...
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.