5 citations · 6 across the 3 of their papers we have counts for
3 papers
cs.LG2020
Off-the-grid: Fast and Effective Hyperparameter Search for Kernel Clustering
Bruno Ordozgoiti, Lluís A. Belanche Muñoz
Kernel functions are a powerful tool to enhance the -means clustering algorithm via the kernel trick. It is known that the parameters of the chosen kernel function can have a dr…
q-bio.QM2013★ 5 cited
Feature Selection for Microarray Gene Expression Data using Simulated Annealing guided by the Multivariate Joint Entropy
Fernando González, Lluís A. Belanche
In this work a new way to calculate the multivariate joint entropy is presented. This measure is the basis for a fast information-theoretic based evaluation of gene relevance in a…
cs.AI2012★ 1 cited
Understanding (dis)similarity measures
Lluís A. Belanche
Intuitively, the concept of similarity is the notion to measure an inexact matching between two entities of the same reference set. The notions of similarity and its close relative…