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M
Mario Andrés Muñoz
university of melbourne
19
H-index
91
Paper Count
1.5K
Citation Count
0
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Published Papers
21
Publication Date
Publication Date
Impact Factor
Citations
Instance space of clustering validation measures
Data Mining and Knowledge Discovery
IF
4.3
2026-03-16
0
OA
AI
Connor Simpson; Mario Andrés Muñoz; Ricardo J. G. B. Campello
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Modelling Sustainability Performance in Manufacturing Companies
Corporate Social Responsibility and Environmental Management
IF
9.1
2026-02-22
0
PRE
AI
Harol Andrey Avila-Choconta; Liliana Ruiz-Acosta; David Andrés Camargo-Mayorga; Mario Andrés Muñoz
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Special issue on optimization in practice: selected papers from OPTIMA-CON 2024
Optimization Letters
IF
1.1
2026-01-01
0
OA
AI
Munoz, Mario Andres; Zhang, Lele; Alipour, Hossein; Khorshidi, Hadi Akbarzadeh; Wang, Hao
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Benchmarking footprints of continuous black-box optimization algorithms: Explainable insights into algorithm success and failure
SWARM AND EVOLUTIONARY COMPUTATION
IF
8.5
2025-03-01
0
OA
AI
Nikolikj, Ana; Munoz, Mario Andres; Eftimov, Tome
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Characterising harmful data sources when constructing multi-fidelity surrogate models
artificial intelligence review
IF
4.6
2024-11-01
1
OA
AI
Andres-Thio, Nicolau; Munoz, Mario Andres; Smith-Miles, Kate
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Three-phase voltage sensitivity estimation and its application to topology identification in low-voltage distribution networks
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF
5
2024-07-01
0
OA
AI
Fang, Luxin; Pengwah, Abu Bakr; Andrew, Lachlan L. H.; Razzaghi, Reza; Munoz, Mario Andres
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On the impact of initialisation strategies on Maximum Flow algorithm performance
COMPUTERS & OPERATIONS RESEARCH
IF
4.3
2024-03-01
0
OA
AI
Alipour, Hossein; Munoz, Mario Andres; Smith-Miles, Kate
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An Instance Space Analysis of Constrained Multiobjective Optimization Problems
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF
12
2023-10-01
7
OA
AI
Alsouly, Hanan; Kirley, Michael; Munoz, Mario Andres
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Instance Space Analysis of Search-Based Software Testing
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
IF
5.6
2023-04-01
5
OA
AI
Neelofar, Neelofar; Smith-Miles, Kate; Munoz, Mario Andres; Aleti, Aldeida
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Instance Space Analysis for Algorithm Testing: Methodology and Software Tools
ACM COMPUTING SURVEYS
IF
28
2023-03-02
14
PRE
AI
Smith-Miles, Kate; Munoz, Mario Andres
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Enhanced instance space analysis for the maximum flow problem
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
IF
6
2023-01-01
17
PRE
AI
Alipour, Hossein; Munoz, Mario Andres; Smith-Miles, Kate
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Informing Multiobjective Optimization Benchmark Construction Through Instance Space Analysis
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF
12
2022-12-01
4
PRE
AI
Yap, Estefania; Munoz, Mario Andres; Smith-Miles, Kate
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Biomechanical Markers of Forward Hop-Landing After ACL-Reconstruction: A Pattern Recognition Approach
ANNALS OF BIOMEDICAL ENGINEERING
IF
5.4
2022-01-31
7
OA
AI
Sritharan, Prasanna; Munoz, Mario A.; Pivonka, Peter; Bryant, Adam L.; Mokhtarzadeh, Hossein; Perraton, Luke G.
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On the diversity and robustness of parameterised multi-objective test suites
APPLIED SOFT COMPUTING
IF
6.6
2021-10-01
3
PRE
AI
Yap, Estefania; Munoz, Mario Andres; Smith-Miles, Kate
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Early Detection of Vegetation Ignition Due to Powerline Faults
IEEE TRANSACTIONS ON POWER DELIVERY
IF
3.7
2021-06-01
28
PRE
AI
Kandanaarachchi, Sevvandi; Anantharama, Nandini; Munoz, Mario A.
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Revisiting where are the hard knapsack problems? via Instance Space Analysis
COMPUTERS & OPERATIONS RESEARCH
IF
4.3
2021-04-01
25
PRE
AI
Smith-Miles, Kate; Christiansen, Jeffrey; Munoz, Mario Andres
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An Instance Space Analysis of Regression Problems
ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF
4.8
2021-03-27
20
PRE
AI
Munoz, Mario Andres; Yan, Tao; Leal, Matheus R.; Smith-Miles, Kate; Lorena, Ana Carolina; Pappa, Gisele L.; Rodrigues, Romulo Madureira
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Toward dynamic evaluations of materials criticality: A systems framework applied to platinum
RESOURCES CONSERVATION AND RECYCLING
IF
10.9
2020-01-01
14
PRE
AI
Yuan, Ye; Yellishetty, Mohan; Mudd, Gavin M.; Munoz, Mario A.; Northey, Stephen A.; Werner, Tim T.
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Instance spaces for machine learning classification
MACHINE LEARNING
IF
2.9
2017-12-28
84
OA
AI
Munoz, Mario A.; Villanova, Laura; Baatar, Davaatseren; Smith-Miles, Kate
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Exploratory Landscape Analysis of Continuous Space Optimization Problems Using Information Content
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
IF
12
2015-02-01
115
PRE
AI
Munoz, Mario A.; Kirley, Michael; Halgamuge, Saman K.
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Research Directions
The data has not been retrieved yet.
Co-authors
Cooperation Journals
G
Gavin M. Mudd
H-index: 52 · Papers: 251
K
Kate Smith‐Miles
H-index: 51 · Papers: 401
S
Saman Halgamuge
H-index: 49 · Papers: 375
A
Adam L. Bryant
H-index: 41 · Papers: 267
P
Peter Pivonka
H-index: 39 · Papers: 344
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