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Leonardo C. T. Bezerra

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Journal Articles

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2021
[j5]
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Sabrina M. Oliveira, Leonardo C. T. Bezerra, Thomas Stützle, Marco Dorigo, Elizabeth F. Wanner, Sérgio Ricardo de Souza:
A computational study on ant colony optimization for the traveling salesman problem with dynamic demands. Comput. Oper. Res. 135: 105359 (2021)
2020
[j4]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatically Designing State-of-the-Art Multi- and Many-Objective Evolutionary Algorithms. Evol. Comput. 28(2): 195-226 (2020)
2018
[j3]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
A Large-Scale Experimental Evaluation of High-Performing Multi- and Many-Objective Evolutionary Algorithms. Evol. Comput. 26(4) (2018)
2016
[j2]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Component-Wise Design of Multiobjective Evolutionary Algorithms. IEEE Trans. Evol. Comput. 20(3): 403-417 (2016)
2013
[j1]
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Leonardo C. T. Bezerra, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Luciana S. Buriol:
Analyzing the impact of MOACO components: An algorithmic study on the multi-objective shortest path problem. Expert Syst. Appl. 40(1): 345-355 (2013)

Conference and Workshop Papers

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2022
[c19]
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Lucas H. A. Dantas, Romerito C. Andrade, Leonardo C. T. Bezerra:
High school timetabling at a federal educational institute in Brazil. CEC 2022: 1-8
[c18]
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Fernanda Monteiro de Almeida, Allan de M. Martins, Marcus Alexandre Nunes, Leonardo C. T. Bezerra:
Retail sales forecasting for a Brazilian supermarket chain: an empirical assessment. CBI (1) 2022: 60-69
[c17]
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Wellerson V. Oliveira, Daniel S. A. de Araujo, Leonardo C. T. Bezerra:
Supermarket customer segmentation: a case study in a large Brazilian retail chain. CBI (1) 2022: 70-79
2021
[c16]
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  - conf/bracis/JuniorCB21
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José E. Andrade Junior, Jonathan Cardoso-Silva, Leonardo C. T. Bezerra:
Comparing Contextual Embeddings for Semantic Textual Similarity in Portuguese. BRACIS (2) 2021: 389-404
[c15]
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Gabriela Cavalcante da Silva, Elizabeth F. Wanner, Leonardo C. T. Bezerra, Thomas Stützle:
Revisiting Pareto-Optimal Multi- and Many-Objective Reference Fronts for Continuous Optimization. CEC 2021: 1171-1178
[c14]
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Carlos Vieira, Leslie Pérez Cáceres, Leonardo C. T. Bezerra:
Evaluating Anytime Performance on NAS-Bench-101. CEC 2021: 1249-1256
[c13]
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Carlos Vieira, Adelson de Araújo, José E. Andrade, Leonardo C. T. Bezerra:
iSklearn: Automated Machine Learning with irace. CEC 2021: 2354-2361
2019
[c12]
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Sabrina M. Oliveira, Elizabeth F. Wanner, Sérgio Ricardo de Souza, Leonardo C. T. Bezerra, Thomas Stützle:
The Hypervolume Indicator as a Performance Measure in Dynamic Optimization. EMO 2019: 319-331
[c11]
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  - conf/gecco/Bezerra0S19
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Archiver effects on the performance of state-of-the-art multi- and many-objective evolutionary algorithms. GECCO 2019: 620-628
2018
[c10]
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Adelson Araujo, Nélio Cacho, Leonardo C. T. Bezerra, Carlos Vieira, Julio De Melo Borges:
Towards a Crime Hotspot Detection Framework for Patrol Planning. HPCC/SmartCity/DSS 2018: 1256-1263
[c9]
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Julio De Melo Borges, Daniel Ziehr, Michael Beigl, Nélio Cacho, Allan de M. Martins, Adelson Araujo, Leonardo C. T. Bezerra, Simon Geisler:
Time-Series Features for Predictive Policing. ISC2 2018: 1-8
2017
[c8]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
An Empirical Assessment of the Properties of Inverted Generational Distance on Multi- and Many-Objective Optimization. EMO 2017: 31-45
2015
[c7]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
To DE or Not to DE? Multi-objective Differential Evolution Revisited from a Component-Wise Perspective. EMO (1) 2015: 48-63
[c6]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Comparing Decomposition-Based and Automatically Component-Wise Designed Multi-Objective Evolutionary Algorithms. EMO (1) 2015: 396-410
2014
[c5]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Deconstructing Multi-objective Evolutionary Algorithms: An Iterative Analysis on the Permutation Flow-Shop Problem. LION 2014: 157-172
[c4]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Design of Evolutionary Algorithms for Multi-Objective Combinatorial Optimization. PPSN 2014: 508-517
2013
[c3]
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
An Analysis of Local Search for the Bi-objective Bidimensional Knapsack Problem. EvoCOP 2013: 85-96
2012
[c2]
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  - conf/ants/BezerraLS12
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Generation of Multi-objective ACO Algorithms for the Bi-objective Knapsack. ANTS 2012: 37-48
2011
[c1]
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Leonardo C. T. Bezerra, Elizabeth Ferreira Gouvea Goldbarg, Luciana S. Buriol, Marco César Goldbarg:
GRACE: A Generational Randomized ACO for the Multi-objective Shortest Path Problem. EMO 2011: 535-549

Parts in Books or Collections

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2020
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Leonardo C. T. Bezerra, Manuel López-Ibáñez, Thomas Stützle:
Automatic Configuration of Multi-objective Optimizers and Multi-objective Configuration. High-Performance Simulation-Based Optimization 2020: 69-92

Informal and Other Publications

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2024
[i3]
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  - journals/corr/abs-2402-05048
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Leonardo C. T. Bezerra, Alexander E. I. Brownlee, Luana Ferraz Alvarenga, Renan Cipriano Moioli, Thaís Vasconcelos Batista:
How VADER is your AI? Towards a definition of artificial intelligence systems appropriate for regulation. CoRR abs/2402.05048 (2024)
2021
[i2]
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  - journals/corr/abs-2103-00535
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Gabriela Cavalcante da Silva, Fernanda Monteiro de Almeida, Sabrina M. Oliveira, Leonardo C. T. Bezerra, Elizabeth F. Wanner, Ricardo H. C. Takahashi:
A multi-objective time series analysis of community mobility reduction comparing first and second COVID-19 waves. CoRR abs/2103.00535 (2021)
2020
[i1]
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  - journals/corr/abs-2009-10648
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Gabriela Cavalcante da Silva, Sabrina M. Oliveira, Elizabeth F. Wanner, Leonardo C. T. Bezerra:
Google COVID-19 community mobility reports: insights from multi-criteria decision making. CoRR abs/2009.10648 (2020)

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