Nature

An investigation into epidemiological situations of COVID-19 with fuzzy K-means and K-prototype clustering methods

COVID-19, a disease caused by the novel coronavirus, was first reported in December 2019 in the city of Wuhan, located in Hubei Province in China. The virus quickly spread to other countries, with ...
Nature

Bayesian optimized indoor positioning algorithm based on dual clustering

Key technologies based on location services 1,2 include location service platforms, areas of cooperation with location service platforms (public security, livelihood services, healthcare, Internet of ...
Visual Studio Magazine

Anomaly Detection Using K-Means Clustering with JavaScript

Dr. James McCaffrey presents a complete end-to-end demonstration of anomaly detection using k-means data clustering, implemented with JavaScript. Compared to other anomaly detection techniques, ...
Visual Studio Magazine

Clustering Mixed Categorical and Numeric Data Using k-Means with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on a "very tricky" machine learning technique. Data clustering is the process of grouping data items together so ...