Dr Mario Andres Munoz
Senior Research Fellow, Optima
School of Computing and Information Systems
87 Scholarly works
2 Projects
HIGHLIGHTS
2026
Journal article
Instance space of clustering validation measures
DOI: 10.1007/s10618-026-01195-x2026
Journal article
Modelling Sustainability Performance in Manufacturing Companies
DOI: 10.1002/csr.704792026
Book Chapter
Generalisation of Automated Algorithm Selection in Black-Box Optimisation: The Role of Algorithm Portfolio and Learning Model
DOI: 10.1007/978-3-032-23604-3_212026
Journal article
Special issue on optimization in practice: selected papers from OPTIMA-CON 2024
DOI: 10.1007/s11590-026-02299-52026
Journal article
Beyond Distribution Shift: Investigating Generalisation in Automated Algorithm Selection for Single-Objective Black-Box Optimisation
DOI: 10.1109/TEVC.2026.36978902025
Research grants (other domestic)
A Scalable Machine Learning Platform for Pharmaceutical Manufacture
2021
Research Contracts
Exploring Strategies for the Construction Of Algorithm Portfolios
RECENT SCHOLARLY WORKS
2025
Journal article
ISA3: a 3-dimensional expansion of instance space analysis
DOI: 10.1007/s10994-025-06871-52025
Journal article
instancespace: A Python package for insightful algorithm testing through Instance Space Analysis
DOI: 10.1016/j.softx.2025.1022462025
Journal article
An Item Response Theory-based R module for Algorithm Portfolio Analysis
DOI: 10.1016/j.softx.2025.1022392025
Conference Proceedings
Why We Should be Benchmarking Evolutionary Algorithms on Neural Network Training Tasks
DOI: 10.1145/3712256.37263182025
Conference Proceedings
Instance Space Analysis of the Capacitated Vehicle Routing Problem with Mixture Discriminant Analysis
DOI: 10.1145/3712256.3726405