Dr Mario Andres Munoz
Senior Research Fellow, Optima
School of Computing and Information Systems
90 Scholarly works
2 Projects
HIGHLIGHTS
2026
Journal article
Knowledge transfer across development stages for dynamic reservoir production optimization with infill wells
DOI: 10.1016/j.petsci.2026.08.0052026
Conference Proceedings
An Efficient Hybrid Racing Method for Portfolio Configuration
DOI: 10.1145/3795095.38051342026
Conference Proceedings
Constructing Streams of Optimization Instances for Benchmarking Algorithm Selection and Configuration Approaches in Streaming Scenarios
DOI: 10.1145/3795095.38050732026
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
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
2026
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
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.2025.102246