Knclus
Knclus is a fictional clustering framework introduced for explanatory purposes in this article. It is designed to illustrate how dynamic clustering systems can adapt to streaming and high-dimensional data. The name combines the letter K, indicating a target number of clusters, with the suffix clus from clustering.
Overview: Knclus maintains an evolving set of centroids and assigns incoming data points using a hybrid distance
Algorithm and features: The method starts with a small seed set of centers. For each new observation,
Applications and limitations: Knclus is intended for educational demonstrations of real-time analytics, sensor networks, and streaming
History and reception: Since Knclus is a constructed concept for illustrative purposes, there are no peer-reviewed