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Mario Andrés Muñoz
Researcher, University of Melbourne
Joined
June 2024
Names
Mario Andrés Muñoz
(Preferred)
,
Mario A. Muñoz
Emails
****@unimelb.edu.au
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Researcher
University of Melbourne
(unimelb.edu.au)
2017
–
Present
Researcher
Monash University
(monash.edu)
2014
–
2017
PhD student
University of Melbourne
(unimelb.edu.au)
2009
–
2014
Advisors, Relations & Conflicts
Postdoc Advisor
Kate Smith-Miles
2014
–
Present
PhD Advisor
Saman Halgamuge
2009
–
2014
PhD Advisor
Michael Kirley
2009
–
2014
Expertise
No areas of expertise listed
Publications
On the impact of initialisation strategies on Maximum Flow algorithm performance
Hossein Alipour
,
Mario Andrés Muñoz
,
Kate Smith-Miles
Comput. Oper. Res. 2024
Readers:
Everyone
Towards an Improved Understanding of Features for More Interpretable Landscape Analysis
Marcus Gallagher
,
Mario A. Muñoz
GECCO Companion 2024
Readers:
Everyone
Extending Instance Space Analysis to Algorithm Configuration Spaces
Anthony Rasulo
,
Kate Smith-Miles
,
Mario A. Muñoz
,
Julia Handl
,
Manuel López-Ibáñez
GECCO Companion 2024
Readers:
Everyone
Online Per-Instance Algorithm Selection for Constrained Multi-Objective Optimization Problems
Hanan Alsouly
,
Michael Kirley
,
Mario Andrés Muñoz
GECCO Companion 2024
Readers:
Everyone
Characterising harmful data sources when constructing multi-fidelity surrogate models
Nicolau Andrés-Thió
,
Mario Andrés Muñoz
,
Kate Smith-Miles
CoRR 2024
Readers:
Everyone
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation
João Luiz Junho Pereira
,
Kate Smith-Miles
,
Mario Andrés Muñoz
,
Ana Carolina Lorena
Data Min. Knowl. Discov. 2024
Readers:
Everyone
An Item Response Theory-based R Module for Algorithm Portfolio Analysis
Brodie Oldfield
,
Sevvandi Kandanaarachchi
,
Ziqi Xu
,
Mario Andrés Muñoz
CoRR 2024
Readers:
Everyone
Instance Space Analysis and Item Response Theory for Algorithm Testing
Kate Smith-Miles
,
Mario Andrés Muñoz
,
Sevvandi Kandanaarachchi
GECCO Companion 2024
Readers:
Everyone
Sensitivity Analysis of Surrogate-assisted Bilevel Optimisation
Behzad Moradi
,
Michael Kirley
,
Mario Andrés Muñoz Acosta
GECCO Companion 2024
Readers:
Everyone
View all 48 publications
Co-Authors
Aldeida Aleti
Ana Carolina Lorena
Ana Nikolikj
Anthony Rasulo
Arnaud Liefooghe
Behzad Moradi
Brodie Oldfield
Carola Doerr
Davaatseren Baatar
Eduardo Caicedo
Estefania Yap
Gisele L. Pappa
Hamed Soleimani
Hanan Alsouly
Hossein Alipour
Jeffrey Christiansen
Jesús A. López
João Luiz Junho Pereira
Julia Handl
Kate Amanda Smith-Miles
Kate Smith-Miles
Laura Villanova
Manuel López-Ibáñez
Marcus Gallagher
Matheus R. Leal
View all 39 co-authors