11 citations · 19 across the 5 of their papers we have counts for
5 papers
Optimization-based strategic planning for geographical healthcare accessibility in developing countries: a literature review
Laura Davila-Pena, Maria Paola Scaparra, Dick den Hertog
Access to healthcare facilities is a critical issue in developing countries, where limited resources and significant challenges hinder progress toward universal health coverage, on…
Two-stage heuristic algorithm for a new variant of the multi-compartment vehicle routing problem with stochastic demands
Juan Carlos Gonçalves-Dosantos, Laura Davila-Pena, Balbina Casas-Méndez
This paper presents a model for a vehicle routing problem in which customer demands are stochastic and vehicles are divided into compartments. The problem is motivated by the needs…
On the influence of dependent features in classification problems: a game-theoretic perspective
Laura Davila-Pena, Alejandro Saavedra-Nieves, Balbina Casas-Méndez
This paper deals with a new measure of the influence of each feature on the response variable in classification problems, accounting for potential dependencies among certain featur…
Cost allocation problems on highways with grouped users
Marcos Gómez-Rodríguez, Laura Davila-Pena, Balbina Casas-Méndez
One of the practical applications of cooperative transferable utility games involves determining the fee structure for users of a given facility, whose construction or maintenance…
Assessment of the influence of features on a classification problem: an application to COVID-19 patients
L. Davila-Pena, Ignacio García-Jurado, B. Casas-Méndez
This paper deals with an important subject in classification problems addressed by machine learning techniques: the evaluation of the influence of each of the features on the class…