Mario Andrés Muñoz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 23

Top Topics

Top Venues

GECCO Companion

Comput. Oper. Res.

IEEE Trans. Evol. Comput.

Publications

Hossein Alipour, Mario Andrés Muñoz, Kate Smith-Miles
On the impact of initialisation strategies on Maximum Flow algorithm performance. Comput. Oper. Res. 163 (2024)
Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz
Online Per-Instance Algorithm Selection for Constrained Multi-Objective Optimization Problems. GECCO Companion (2024)
João Luiz Junho Pereira, Kate Smith-Miles, Mario Andrés Muñoz, Ana Carolina Lorena
Optimal selection of benchmarking datasets for unbiased machine learning algorithm evaluation. Data Min. Knowl. Discov. 38 (2) (2024)
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
Characterising harmful data sources when constructing multi-fidelity surrogate models. CoRR (2024)
Kate Smith-Miles, Mario Andrés Muñoz, Sevvandi Kandanaarachchi
Instance Space Analysis and Item Response Theory for Algorithm Testing. GECCO Companion (2024)
Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti
Instance Space Analysis of Search-Based Software Testing. CoRR (2023)
Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti
Instance Space Analysis of Search-Based Software Testing. IEEE Trans. Software Eng. 49 (4) (2023)
Ana Nikolikj, Saso Dzeroski, Mario Andrés Muñoz, Carola Doerr, Peter Korosec, Tome Eftimov
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances. GECCO (2023)
Hossein Alipour, Mario Andrés Muñoz, Kate Smith-Miles
Enhanced instance space analysis for the maximum flow problem. Eur. J. Oper. Res. 304 (2) (2023)
Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz
Dynamic Landscape Analysis for Constrained Multiobjective Optimization Problems. AI (1) (2023)
Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz
An Instance Space Analysis of Constrained Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 27 (5) (2023)
Kate Smith-Miles, Mario Andrés Muñoz
Instance Space Analysis for Algorithm Testing: Methodology and Software Tools. ACM Comput. Surv. 55 (12) (2023)
Ana Nikolikj, Saso Dzeroski, Mario Andrés Muñoz, Carola Doerr, Peter Korosec, Tome Eftimov
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances. CoRR (2023)
Mario Andrés Muñoz
Examining algorithm behavior using recurrence quantification and landscape analyses. GECCO Companion (2022)
Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles
Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances. INFORMS J. Comput. 34 (6) (2022)
Mario Andrés Muñoz, Hamed Soleimani, Sevvandi Kandanaarachchi
Benchmarking algorithm portfolio construction methods. GECCO Companion (2022)
Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz
An Instance Space Analysis of Constrained Multi-Objective Optimization Problems. CoRR (2022)
Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles
Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis. IEEE Trans. Evol. Comput. 26 (6) (2022)
Mario Andrés Muñoz, Michael Kirley, Kate Smith-Miles
Analyzing randomness effects on the reliability of exploratory landscape analysis. Nat. Comput. 21 (2) (2022)
Mario Andrés Muñoz, Tao Yan, Matheus R. Leal, Kate Smith-Miles, Ana Carolina Lorena, Gisele L. Pappa, Rômulo Madureira Rodrigues
An Instance Space Analysis of Regression Problems. ACM Trans. Knowl. Discov. Data 15 (2) (2021)
Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles
On the diversity and robustness of parameterised multi-objective test suites. Appl. Soft Comput. 110 (2021)
Mario Andrés Muñoz, Michael Kirley
Sampling Effects on Algorithm Selection for Continuous Black-Box Optimization. Algorithms 14 (1) (2021)
Kate Smith-Miles, Jeffrey Christiansen, Mario Andrés Muñoz
via Instance Space Analysis. Comput. Oper. Res. 128 (2021)