Dr Mario Andres Munoz
Senior Research Fellow, Optima
School of Computing and Information Systems
84 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.704792025
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
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
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: 10.1145/3712256.37264052025
Journal article
Biomechanical features of a novel step-down-and-pivot task in football players with hip/groin pain
DOI: 10.1098/rsos.2409082025
Journal article
Benchmarking footprints of continuous black-box optimization algorithms: Explainable insights into algorithm success and failure
DOI: 10.1016/j.swevo.2025.1018952025
Conference Proceedings
Tracing the Interactions of Modular CMA-ES Configurations Across Problem Landscapes
DOI: 10.1109/CEC65147.2025.11042974