Mario A. Muñoz

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 11

Top Topics

Top Venues

GECCO (Companion)

GECCO Companion

Publications

Anthony Rasulo, Kate Smith-Miles, Mario A. Muñoz, Julia Handl, Manuel López-Ibáñez
Extending Instance Space Analysis to Algorithm Configuration Spaces. GECCO Companion (2024)
Marcus Gallagher, Mario A. Muñoz
Towards an Improved Understanding of Features for More Interpretable Landscape Analysis. GECCO Companion (2024)
Mario A. Muñoz, Kate Smith-Miles
Generating New Space-Filling Test Instances for Continuous Black-Box Optimization. Evol. Comput. 28 (3) (2020)
Estefania Yap, Mario A. Muñoz, Kate Smith-Miles, Arnaud Liefooghe
Instance Space Analysis of Combinatorial Multi-objective Optimization Problems. CEC (2020)
Sevvandi Kandanaarachchi, Mario A. Muñoz, Rob J. Hyndman, Kate Smith-Miles
On normalization and algorithm selection for unsupervised outlier detection. Data Min. Knowl. Discov. 34 (2) (2020)
Sevvandi Kandanaarachchi, Mario A. Muñoz, Kate Smith-Miles
Instance Space Analysis for Unsupervised Outlier Detection. EDML@SDM (2019)
Mario A. Muñoz, Laura Villanova, Davaatseren Baatar, Kate Smith-Miles
Instance spaces for machine learning classification. Mach. Learn. 107 (1) (2018)
Mario A. Muñoz, Kate Amanda Smith-Miles
Performance Analysis of Continuous Black-Box Optimization Algorithms via Footprints in Instance Space. Evol. Comput. 25 (4) (2017)
Mario A. Muñoz, Kate Smith-Miles
Generating custom classification datasets by targeting the instance space. GECCO (Companion) (2017)
Mario A. Muñoz, Kate Smith-Miles
Non-parametric model of the space of continuous black-box optimization problems. GECCO (Companion) (2017)
Mario A. Muñoz, Michael Kirley
ICARUS: Identification of complementary algorithms by uncovered sets. CEC (2016)
Mario A. Muñoz, Yuan Sun, Michael Kirley, Saman K. Halgamuge
Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges. Inf. Sci. 317 (2015)
Mario A. Muñoz, Kate Smith-Miles
Effects of function translation and dimensionality reduction on landscape analysis. CEC (2015)
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content. IEEE Trans. Evol. Comput. 19 (1) (2015)
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems. PPSN (1) (2012)
Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge
Landscape characterization of numerical optimization problems using biased scattered data. IEEE Congress on Evolutionary Computation (2012)
Mario A. Muñoz, Saman K. Halgamuge, Wilfredo Alfonso, Eduardo Caicedo
Simplifying the Bacteria Foraging Optimization Algorithm. IEEE Congress on Evolutionary Computation (2010)
Mario A. Muñoz, Jesús A. López, Eduardo Caicedo
An artificial beehive algorithm for continuous optimization. Int. J. Intell. Syst. 24 (11) (2009)