55 citations · 229 across the 44 of their papers we have counts for
48 papers
Optimization of Kinetic--Stoichiometric Growth Bounds over Autocatalytic Subnetworks
Víctor Blanco, Gabriel González
Autocatalytic subnetworks govern sustained production and balanced growth in chemical reaction systems and can be naturally represented as directed multihypergraphs that jointly en…
Exact Matrix Seriation through Mathematical Optimization: Stress and Effectiveness-Based Models
Víctor Blanco, Alfredo Marín, Justo Puerto
Matrix seriation, the problem of permuting the rows and columns of a matrix to uncover latent structure, is a fundamental technique in data science, particularly in the visualizati…
Linear, nested, and quadratic ordered measures: Computation and incorporation into optimization problems
Victor Blanco, Miguel A. Pozo, Justo Puerto +1
In this paper we address a unified mathematical optimization framework to compute a wide range of measures used in most operations research and data science contexts. The goal is t…
Fixed Topology Minimum-Length Trees with Neighborhoods
Víctor Blanco, Gabriel González, Justo Puerto
In this paper, we introduce the Fixed Topology Minimum-Length Tree with Neighborhood Problem, which aims to embed a rooted tree-shaped graph into a -dimensional metric space whi…
Intra-facility equity in discrete and continuous -facility location problems
Víctor Blanco, Alfredo Marín, Justo Puerto
We consider facility location problems with a new form of equity criterion. Demand points have preference order on the sites where the plants can be located. The goal is to find th…
A Mathematical Programming Approach to Optimal Classification Forests
Víctor Blanco, Alberto Japón, Justo Puerto +1
This paper introduces Weighted Optimal Classification Forests (WOCFs), a new family of classifiers that takes advantage of an optimal ensemble of decision trees to derive accurate…