Mario Andrés Muñoz

Algorithm selection for black-box continuous optimization problems: A survey on methods and challenges

Mario Andrés Muñoz, Yuan Sun, Michael Kirley et al. · Information Sciences · 2015 · 198 citations · Full text

Natural Sciences, Mathematics, Optimization +11

Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content

Mario Andrés Muñoz, Michael Kirley, Saman Halgamuge · IEEE Transactions on Evolutionary Computation · 2014 · 170 citations

Natural Resources, Computer Science, Landscape Metrics +13

Instance spaces for machine learning classification

Mario Andrés Muñoz, Laura Villanova, Davaatseren Baatar et al. · Machine Learning · 2017 · 144 citations · Full text

Computing, Computer Science, Mathematics +13

Performance Analysis of Continuous Black-Box Optimization Algorithms via Footprints in Instance Space

Mario Andrés Muñoz, Kate Smith‐Miles · Evolutionary Computation · 2016 · 64 citations

Computing, Computer Science, Algorithms +15

On normalization and algorithm selection for unsupervised outlier detection

Sevvandi Kandanaarachchi, Mario Andrés Muñoz, Rob J. Hyndman et al. · Data Mining and Knowledge Discovery · 2019 · 61 citations

Computing, Computer Science, Data Science +14