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ORCIDMario A. Muñoz
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- affiliation: The University of Melbourne, Parkville, Australia
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Books and Theses
- 2013
[b1]Mario Andrés Muñoz Acosta:
Decision support systems for the automatic selection of algorithms for continuous optimization problems. University of Melbourne, Australia, 2013
Journal Articles
- 2024
- [j19]Hossein Alipour
, Mario Andrés Muñoz, Kate Smith-Miles:
On the impact of initialisation strategies on Maximum Flow algorithm performance. Comput. Oper. Res. 163: 106492 (2024) - [j18]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): 461-500 (2024) - 2023
- [j17]Kate Smith-Miles, Mario Andrés Muñoz:
Instance Space Analysis for Algorithm Testing: Methodology and Software Tools. ACM Comput. Surv. 55(12): 255:1-255:31 (2023) - [j16]Hossein Alipour, Mario Andrés Muñoz, Kate Smith-Miles:
Enhanced instance space analysis for the maximum flow problem. Eur. J. Oper. Res. 304(2): 411-428 (2023) - [j15]Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz:
An Instance Space Analysis of Constrained Multiobjective Optimization Problems. IEEE Trans. Evol. Comput. 27(5): 1427-1439 (2023) - [j14]Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti:
Instance Space Analysis of Search-Based Software Testing. IEEE Trans. Software Eng. 49(4): 2642-2660 (2023) - 2022
- [j13]Mario Andrés Muñoz, Michael Kirley, Kate Smith-Miles:
Analyzing randomness effects on the reliability of exploratory landscape analysis. Nat. Comput. 21(2): 131-154 (2022) - [j12]Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles:
Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis. IEEE Trans. Evol. Comput. 26(6): 1246-1260 (2022) - 2021
- [j11]Mario Andrés Muñoz, Michael Kirley:
Sampling Effects on Algorithm Selection for Continuous Black-Box Optimization. Algorithms 14(1): 19 (2021) - [j10]Estefania Yap, Mario Andrés Muñoz, Kate Smith-Miles:
On the diversity and robustness of parameterised multi-objective test suites. Appl. Soft Comput. 110: 107613 (2021) - [j9]Kate Smith-Miles, Jeffrey Christiansen, Mario Andrés Muñoz:
Revisiting where are the hard knapsack problems? via Instance Space Analysis. Comput. Oper. Res. 128: 105184 (2021) - [j8]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): 28:1-28:25 (2021) - 2020
- [j7]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): 309-354 (2020) - [j6]Mario A. Muñoz, Kate Smith-Miles:
Generating New Space-Filling Test Instances for Continuous Black-Box Optimization. Evol. Comput. 28(3): 379-404 (2020) - 2018
- [j5]Mario A. Muñoz, Laura Villanova, Davaatseren Baatar, Kate Smith-Miles:
Instance spaces for machine learning classification. Mach. Learn. 107(1): 109-147 (2018) - 2017
- [j4]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) - 2015
- [j3]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: 224-245 (2015) - [j2]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): 74-87 (2015) - 2009
- [j1]Mario A. Muñoz, Jesús A. López, Eduardo Caicedo:
An artificial beehive algorithm for continuous optimization. Int. J. Intell. Syst. 24(11): 1080-1093 (2009)
Conference and Workshop Papers
- 2023
- [c13]Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz:
Dynamic Landscape Analysis for Constrained Multiobjective Optimization Problems. AI (1) 2023: 429-441 - [c12]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: 529-537 - 2022
- [c11]Mario Andrés Muñoz, Hamed Soleimani, Sevvandi Kandanaarachchi:
Benchmarking algorithm portfolio construction methods. GECCO Companion 2022: 499-502 - [c10]Mario Andrés Muñoz:
Examining algorithm behavior using recurrence quantification and landscape analyses. GECCO Companion 2022: 1658-1665 - 2020
- [c9]Estefania Yap, Mario A. Muñoz, Kate Smith-Miles, Arnaud Liefooghe:
Instance Space Analysis of Combinatorial Multi-objective Optimization Problems. CEC 2020: 1-8 - 2019
- [c8]Sevvandi Kandanaarachchi, Mario A. Muñoz, Kate Smith-Miles:
Instance Space Analysis for Unsupervised Outlier Detection. EDML@SDM 2019: 32-41 - 2017
- [c7]Mario A. Muñoz, Kate Smith-Miles:
Non-parametric model of the space of continuous black-box optimization problems. GECCO (Companion) 2017: 175-176 - [c6]Mario A. Muñoz, Kate Smith-Miles:
Generating custom classification datasets by targeting the instance space. GECCO (Companion) 2017: 1582-1588 - 2016
- [c5]Mario A. Muñoz, Michael Kirley:
ICARUS: Identification of complementary algorithms by uncovered sets. CEC 2016: 2427-2432 - 2015
- [c4]Mario A. Muñoz, Kate Smith-Miles:
Effects of function translation and dimensionality reduction on landscape analysis. CEC 2015: 1336-1342 - 2012
- [c3]Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge:
Landscape characterization of numerical optimization problems using biased scattered data. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c2]Mario A. Muñoz, Michael Kirley, Saman K. Halgamuge:
A Meta-learning Prediction Model of Algorithm Performance for Continuous Optimization Problems. PPSN (1) 2012: 226-235 - 2010
- [c1]Mario A. Muñoz, Saman K. Halgamuge, Wilfredo Alfonso, Eduardo Caicedo:
Simplifying the Bacteria Foraging Optimization Algorithm. IEEE Congress on Evolutionary Computation 2010: 1-7
Parts in Books or Collections
- 2007
- [p1]Mario A. Muñoz, Jesús A. López, Eduardo Caicedo:
Bacteria Swarm Foraging Optimization for Dynamical Resource Allocation in a Multizone Temperature Experimentation Platform. Analysis and Design of Intelligent Systems using Soft Computing Techniques 2007: 427-435
Informal and Other Publications
- 2024
- [i4]Nicolau Andrés-Thió, Mario Andrés Muñoz, Kate Smith-Miles:
Characterising harmful data sources when constructing multi-fidelity surrogate models. CoRR abs/2403.08118 (2024) - 2023
- [i3]Ana Nikolikj, Saso Dzeroski, Mario Andrés Muñoz, Carola Doerr, Peter Korosec, Tome Eftimov:
Algorithm Instance Footprint: Separating Easily Solvable and Challenging Problem Instances. CoRR abs/2306.00479 (2023) - [i2]Neelofar, Kate Smith-Miles, Mario Andrés Muñoz, Aldeida Aleti:
Instance Space Analysis of Search-Based Software Testing. CoRR abs/2312.02392 (2023) - 2022
- [i1]Hanan Alsouly, Michael Kirley, Mario Andrés Muñoz:
An Instance Space Analysis of Constrained Multi-Objective Optimization Problems. CoRR abs/2203.00868 (2022)
Coauthor Index
aka: Kate Amanda Smith-Miles
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last updated on 2024-04-25 02:04 CEST by the dblp team
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