activity
20082026
most citedA robust SVM-based approach with feature selection and outliers detection for classification problems

80 citations · 222 across the 16 of their papers we have counts for

collaborators

17 papers

math.OC2026★ 21 cited

Ordered Weighted Average Support Vector Regression

Luisa I. Martínez-Merino, Justo Puerto, Antonio M. Rodríguez-Chía

This paper introduces a novel Support Vector Regression (SVR) model that incorporates Ordered Weighted Average (OWA) operators to differently penalize deviations of observations fr…

math.OC2025★ 3 cited

Edge downgrades in the maximal covering location problem

Marta Baldomero-Naranjo, Jörg Kalcsics, Antonio M. Rodríguez-Chía

We tackle the downgrading maximal covering location problem within a network. In this problem, two actors with conflicting objectives are involved: (a) The location planner aims to…

cs.DS2024★ 5 cited

On the complexity of the upgrading version of the maximal covering location problem

Marta Baldomero-Naranjo, Jörg Kalcsics, Antonio M. Rodríguez-Chía

In this article, we study the complexity of the upgrading version of the maximal covering location problem with edge length modifications on networks. This problem is NP-hard on ge…

math.OC2024★ 21 cited

Upgrading edges in the maximal covering location problem

Marta Baldomero-Naranjo, Jörg Kalcsics, Alfredo Marín +1

We study the upgrading version of the maximal covering location problem with edge length modifications on networks. This problem aims at locating p facilities on the vertices (of t…

math.OC2024★ 15 cited

Minmax regret maximal covering location problems with edge demands

Marta Baldomero-Naranjo, Jörg Kalcsics, Antonio M. Rodríguez-Chía

This paper addresses a version of the single-facility Maximal Covering Location Problem on a network where the demand is: (i) distributed along the edges and (ii) uncertain with on…

math.OC2024★ 4 cited

Multi-product maximal covering second-level facility location problem

Marta Baldomero-Naranjo, Luisa I. Martínez-Merino, Antonio M. Rodríguez-Chía

This paper introduces a new hierarchical facility location model with three levels: first-level facilities which manufacture different products, second-level facilities which act a…