A General Framework for Mixed and Incomplete Data Clustering Based on Swarm Intelligence Algorithms

Swarm intelligence has appeared as an active field for solving numerous machine-learning tasks. In this paper, we address the problem of clustering data with missing values, where the patterns are described by mixed (or hybrid) features. We introduce a generic modification to three swarm intelligenc...

Full description

Bibliographic Details

Published in:	Mathematics
Main Authors:	Yenny Villuendas-Rey, Eley Barroso-Cubas, Oscar Camacho-Nieto, Cornelio Yáñez-Márquez
Format:	Article
Language:	English
Published:	MDPI AG 2021-04-01
Subjects:	clustering mixed and incomplete data artificial bee colony firefly algorithm novel bat algorithm
Online Access:	https://www.mdpi.com/2227-7390/9/7/786