Mario Andrés Muñoz

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Kate Smith-MilesProfessor of Applied Mathematics, The University of MelbourneE-mail confirmado em unimelb.edu.au
eduardo francisco caicedo bravoE-mail confirmado em correounivalle.edu.co
Michael KirleyProfessor, School of Computing and Information Systems, University of MelbourneE-mail confirmado em unimelb.edu.au
Jesus Alfonso LopezFull time Professor , Universidad Autonoma de OccidenteE-mail confirmado em uao.edu.co
Saman K. HalgamugeFIEEE, Prof of Engineering, University of Melbourne, Honorary Prof: ANU, ITB, Tongji, HEBUT, SLIITE-mail confirmado em unimelb.edu.au
Sevvandi KandanaarachchiRMIT UniversityE-mail confirmado em rmit.edu.au
Laura VillanovaGraz University of Technology, AusriaE-mail confirmado em tugraz.at
Rob J HyndmanProfessor of Statistics, Monash UniversityE-mail confirmado em monash.edu
Wilfredo Alfonso-MoralesProfessor of Electronics Engineering, Universidad del ValleE-mail confirmado em correounivalle.edu.co
Peter PivonkaQueensland University of Technology, School of Mechanical, Medical and Process EngineeringE-mail confirmado em qut.edu.au
Luke PerratonLecturer, Monash UniversityE-mail confirmado em monash.edu
Hossein MokhtarzadehHarvard Medical School, Beth Israel Deaconess Medical CenterE-mail confirmado em bidmc.harvard.edu
Ross ClarkAustralian Catholic UniversityE-mail confirmado em acu.edu.au
Javier Alejandro Jimenez ToledoUniversidad CesmagE-mail confirmado em iucesmag.edu.co
Priyanga Dilini TalagalaPhD in Statistics, Monash University, Australia, Senior Lecturer, University of MoratuwaE-mail confirmado em uom.lk
Stephen NortheyInstitute for Sustainable Futures, University of Technology SydneyE-mail confirmado em uts.edu.au
Mohan YellishettyMonash UniversityE-mail confirmado em monash.edu
Deixy Ximena Ramos RivadeneiraUniversidad CesmagE-mail confirmado em unicesmag.edu.co
Ana Carolina LorenaInstituto Tecnológico de AeronáuticaE-mail confirmado em ita.br
Gisele L. PappaComputer Science, Universidade Federal de Minas GeraisE-mail confirmado em dcc.ufmg.br

Mario Andrés Muñoz

Research Fellow, ARC Centre in Optimisation Technologies, Integrated Methodologies and Applications

E-mail confirmado em unimelb.edu.au

Complexity Science Data Science Evolutionary Computation Machine Learning Optimization


Título Ordenar por citações Ordenar por ano Ordenar por título	Citado por Citado por	Ano
Algorithm selection for black-box continuous optimization problems: a survey on methods and challenges MA Munoz, Y Sun, M Kirley, SK Halgamuge Information Sciences 317, 224-245, 2015	139	2015
Exploratory landscape analysis of continuous space optimization problems using information content MA Muñoz, M Kirley, SK Halgamuge IEEE Transactions on Evolutionary Computation 19 (1), 74-87, 2015	102	2015
Instance Spaces for Machine Learning Classification MA Muñoz, L Villanova, D Baatar, K Smith-Miles Machine Learning 107 (1), 109–147, 2018	94	2018
Inteligencia de enjambres: sociedades para la solución de problemas (una revisión) MA Muñoz, JA López, EF Caicedo Ingeniería e Investigación 28 (2), 119-130, 2008	67*	2008
A meta-learning prediction model of algorithm performance for continuous optimization problems MA Muñoz, M Kirley, SK Halgamuge International Conference on Parallel Problem Solving from Nature, 226-235, 2012	64	2012
Performance analysis of continuous black-box optimization algorithms via footprints in instance space MA Muñoz, KA Smith-Miles Evolutionary Computation 25 (4), 529-554, 2017	48	2017
A comparison of optimization methods and knee joint degrees of freedom on muscle force predictions during single-leg hop landings H Mokhtarzadeh, L Perraton, L Fok, MA Muñoz, R Clark, P Pivonka, ... Journal of Biomechanics 47 (12), 2863-2868, 2014	43	2014
Simplifying the bacteria foraging optimization algorithm MA Munoz, SK Halgamuge, W Alfonso, EF Caicedo 2010 IEEE Congress on Evolutionary Computation, 1-7, 2010	39	2010
Anomaly Detection in Streaming Nonstationary Temporal Data PD Talagala, RJ Hyndman, K Smith-Miles, S Kandanaarachchi, ... Journal of Computational and Graphical Statistics 29 (1), 13-27, 2020	38	2020
The algorithm selection problem on the continuous optimization domain MA Munoz, M Kirley, SK Halgamuge Computational intelligence in intelligent data analysis, 75-89, 2013	30	2013
On normalization and algorithm selection for unsupervised outlier detection S Kandanaarachchi, MA Muñoz, R Hyndman, K Smith-Miles Data Mining and Knowledge Discovery 34, 309-354, 2020	27	2020
Landscape characterization of numerical optimization problems using biased scattered data MA Munoz, M Kirley, SK Halgamuge 2012 IEEE Congress on Evolutionary Computation, 1-8, 2012	23	2012
On the selection of fitness landscape analysis metrics for continuous optimization problems Y Sun, SK Halgamuge, M Kirley, MA Munoz 7th International Conference on Information and Automation for …, 2014	22	2014
An artificial beehive algorithm for continuous optimization MA Munoz, JA López, E Caicedo International Journal of Intelligent Systems 24 (11), 1080-1093, 2009	21*	2009
Effects of function translation and dimensionality reduction on landscape analysis MA Munoz, K Smith-Miles 2015 IEEE Congress on Evolutionary Computation, 2015	15	2015
Bacteria swarm foraging optimization for dynamical resource allocation in a multizone temperature experimentation platform MA Munoz, JA Lopez, E Caicedo Analysis and Design of Intelligent Systems using Soft Computing Techniques …, 2007	15	2007
Generating New Space-Filling Test Instances for Continuous Black-Box Optimization MA Muñoz, KA Smith-Miles Evolutionary Computation 28 (3), 379-404, 2020	14	2020
ICARUS: Identification of Complementary algoRithms by Uncovered Sets MA Muñoz, M Kirley 2016 IEEE Congress on Evolutionary Computation, 2016	14	2016
Optimización de funciones inspirada en el comportamiento de búsqueda de néctar en abejas W Alfonso, M Muñoz, J López, E Caicedo Memorias del Congreso Internacional de Inteligencia Computacional (CIIC2007 …, 2007	14	2007
Control Inteligente E Caicedo, JA López, MA Muñoz Universidad del Valle, 2009	8	2009

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