activity
20182024
most citedA robust SVM-based approach with feature selection and outliers detection for classification problems

80 citations · 157 across the 7 of their papers we have counts for

collaborators

10 papers

math.OC20241 cited

Constraint relaxation for the Discrete Ordered Median Problem

Luisa I. Martínez-Merino, Diego Ponce, Justo Puerto

This paper compares different exact approaches to solve the Discrete Ordered Median Problem (DOMP). In recent years, DOMP has been formulated using set packing constraints giving r…

math.OC20244 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…

math.OC20244 cited

The profit-oriented hub line location problem with elastic demand

Brenda Cobeña, Ivan Contreras, Luisa I. Martínez-Merino +1

This paper deals with an extension of the hub line location problem considering demand elasticity with respect to travel times. The proposed model aims to capture the impact the hu…

math.OC202432 cited

Multi-period stochastic covering location problems: Modeling framework and solution approach

Alfredo Marín, Luisa I. Martínez-Merino, Antonio M. Rodríguez-Chía +1

This paper introduces a very general discrete covering location model that accounts for uncertainty and time-dependent aspects. A MILP formulation is proposed for the problem. Afte…

math.OC202415 cited

The probabilistic p-center problem: Planning service for potential customers

Luisa I. Martínez-Merino, Maria Albareda-Sambola, Antonio M. Rodríguez-Chía

This work deals with the probabilistic p-center problem, which aims at minimizing the expected maximum distance between any site with demand and its center, considering that each s…

math.OC202480 cited

A robust SVM-based approach with feature selection and outliers detection for classification problems

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

This paper proposes a robust classification model, based on support vector machine (SVM), which simultaneously deals with outliers detection and feature selection. The classifier i…