Personal Details
E-mail Address:
Website: https://alandefreitas.github.io/alandefreitas/
Github: https://github.com/alandefreitas
Short Bio
Professional: Staff Engineer at the C++ Alliance
Education:
- Ph.D. in Electrical Engineering, on the field of Computational Intelligence, from the Federal University of Minas Gerais, University of Sheffield, and ORT Braude College of Engineering (Split Ph.D.).
- M.S. and B.S. in Computer Science from the Federal University of Ouro Preto.
Recent Work:
- Open source foundational libraries and tools for the C++ ecosystem, particularly focused on Asynchronous Networking and Scientific Computing. Our most recent library is Boost.URL
- Research on data structures for Pareto fronts and Archives, whose results were published in 2021 in Swarm and Evolutionary Computation (Impact Factor 7.177 / Rank #2/378 in Mathematics).
- Previously coordinating research groups focused on the development of compilers and solvers for innovative symbolic modeling languages, which can represent and solve gray-box optimization problems.
- In 2019, our recent paper on Symbolic Gray-Box Evolutionary Algorithms received the best paper award in the track of Genetic Algorithms at the Genetic and Evolutionary Computation Conference (GECCO).
Research Interests:
- Asynchronous Networking
- Symbolic Data Structures
- Artificial and Computational Intelligence
- Mathematical, Gray-Box, and Multi-objective Optimization
- Matheuristics
- Evolutionary Algorithms
- Computer Music
- Logic and Epistemology
Experience:
- Previously been an associate professor for 10 years, where I taught coursed on advanced programming in C++.
- Visiting professor at the University of Montreal and McGill University in 2014, where we developed applications for the design of Permanent Magnet Motors.
- Previously worked at the Rolls-Royce Control & Systems University Technology Centre and a Marie Curie researcher within the Seventh Framework Program of the European Commission. At the time, we developed the method of Aggregation Trees for the design of aircraft engines.
Teaching:
- Several introductory and advanced programming courses in C++ (undergraduate and graduate programs).
- Science Methods course (graduate program).
- Coordinator, as an educationalist, of the project "Aluno Integrado", which has taught computer programming to more than 10 thousand students from low-income regions of Brazil.
Education
Ph.D. (2010-2013)
Dimensionality Reduction in Many-Objective Problems: An Application in Algorithmic Composition
Federal University of Minas Gerais, University of Sheffield, ORT Braude College of Engineering (Split-PhD)
Electrical Engineering / Computational Intelligence
M.S. (2009-2010)
Evolutionary Music: A Computational Approach for Algorithmic Composition
Federal University of Ouro Preto
Computer Science / Operations Research
B.Sc. (2005-2009)
Solving the TSP via GRASP with SOM Neural Networks
Federal University of Ouro Preto
Computer Science / Computational Intelligence
Experience
Staff Engineer
The C++ Alliance (2022 – present)
Developing Open Source Libraries
Associate Professor
Federal University of Ouro Preto (2013 – 2022)
Courses: 2013-Present: Computer Programming, Algorithms, and Data Structures. 2015-2021: Logic, Epistemology, and Scientific Methods. 2014-2020: Evolutionary Computation. 2013-2015: Numerical Analysis.
Activities: 2014-2019: Coordinator of the Course on Computer Programming, Algorithms, and Data Structures. 2014-2018: Member of the Graduate Program Committee. 2013-2016: Coordinator of the Course on Numerical Analysis.
Researcher
Marie Curie researcher within the Seventh Framework Program (FP7) of the European Commission CORDIS (2012-2016)
Visiting Professor
Université de Montreal (2014)
Adjunct Professor
Federal University of Sao Joao Del-Rei (2013)
Courses: 2013-2013: Algorithms and Data Structures
Researcher
Rolls-Royce University Technology Center, Department of Control and Systems Engineering. UK. (2012-2013)
Researcher
ORT Braude College of Engineering, Department of Mechanical Engineering. Israel. (2012)
Internship
Federal University of Minas Gerais, Department of Electrical Engineering (2011 - 2012)
Internship
Federal University of Ouro Preto , Department of Computer Science Brazil (2010)
Developer
Australian Link Global Trading (2007-2008)
Languages
🇺🇸 English
Fluent: Conversationally fluent
Lived, studied, and worked in Australia, the UK, and Canada. Currently affiliated to the C++ Alliance, located in the USA.
🇧🇷 Portuguese
Fluent: Conversationally fluent
More specifically, Brazilian Portuguese.
🇪🇸 Spanish
Intermediate: Comprehends and reads well
I have also studied Spanish and have had friends who speak Spanish since I was a child.
🇫🇷 French
Basic: Reads Well
I have studied French as a child and spent a long periods of time in France. I haven't been using the language so I can read well but have difficulty speaking.
🇯🇵 Japanese
Basic: Comprehends Reasonably, Speaks Little
I've had close friends from Japan for decades and that got me into studying the language and spending lengthy periods of time in Japan. While I still understand the grammar well, I haven't used the language at all and lost all my vocabulary.
Academic
Publications
Alan
De
Freitas
Daniel Liam Anderson Giuseppe Dangelo Hans Goudey Hartmut Kaiser Isidoros Tsaousis Jacques Lucke Krystian Stasiowski Shreyas Atre Stéphane Janel Thiago Maciera |
P3236R0: Please reject P2786 and adopt P1144.
Open Standards 2024 |
Lopes,
Rodolfo
A.
Robert Resende De Freitas, Alan |
Gray-Box Local Search with Groups of Step Sizes.
Soft Computing 2023 |
De
Carvalho
Chagas,
Eduardo
Robert Resende De Freitas, Alan |
A Constrained Portfolio Optimization Model using MAD: A Study on the Impact of Cardinality and Frontier Constraints. Modelo de Otimização de Portfólios Restrito Usando MAD: Um Estudo Do Impacto das Restrições de Cardinalidade e de Fronteira. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2022 |
Sanches
Nere
Dos
Santos,
Carla
Robert Resende De Freitas, Alan |
A Multiobjective Evolutionary Model for Affective Algorithmic Composition. Um Modelo Evolutivo Multiobjetivo para Composição Algorítmica Afetiva. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2022 |
Sanches
Nere
Dos
Santos,
Carla
Robert Resende De Freitas, Alan |
Mono-objective Evolutionary Model for Affective Algorithmic Composition.
Inteligencia Artificial 2022 |
Lopes,
R.
A.
Freitas, A. Pedrosa-silva, R. C. |
Local Search with Groups of Step Sizes.
Operations Research Letters 2021 |
Freitas,
Alan
|
Efficient user-oriented Pareto fronts and Pareto archives based on spatial data structures.
Swarm and Evolutionary Computation. 2021 |
Lopes,
Henrique
Freitas, Alan |
Probabilistic (k,l)-Context-Sensitive Grammar Inference with Gibbs Sampling Applied to Chord Sequences.
13th International Conference on Agents and Artificial Intelligence. 2021 |
Lopes,
Rodolfo
A.
Silva, Rodrigo C. P. De Freitas, Alan R. R. |
An abstract interface for large-scale continuous optimization decomposition methods.
Genetic and Evolutionary Computation Conference. 2021 |
Honorato,
N.
S.
Delabrida, S. E. Oliveira, W. Freitas, A. R. R. |
Herde: A Game for the Teaching the Promotion of Environmental Consciousness. Herde: Um Jogo para o Ensino a Promoção de Consciência Ambiental. Brazilian Congress on Computing in Education (Congresso Brasileiro de Informática na Educação (CBIE)) 2021 |
Lima,
W.
G.
R. Freitas, Alan Lima, T. F. M. |
Design and development of a serious game for musical education. Design e desenvolvimento de um jogo sério para educação musical. Brazilian Symposium on Computer Games and Digital Entertainment (Simpósio Brasileiro de Jogos de Computador e Entretenimento Digital (SBGames)) 2021 |
Honorato,
N.
S.
Santos, A. J. Delabrida, S. E. R. Freitas, Alan Oliveira, W. |
Strong: Development and Evaluation of a Game to Auxiliary in the Treatments in the Autism Spectrum. Strong: Desenvolvimento e Avaliação de um Jogo para Auxiliar no Tratamento do Espectro do Autismo. Brazilian Symposium on Computer Games and Digital Entertainment (Simpósio Brasileiro de Jogos de Computador e Entretenimento Digital (SBGames)) 2021 |
Santos,
G.
S.
Freitas, A. |
A Predictive Model for the Diet Problem Modelo Preditivo para o Problema da Dieta. Brazilian Congress on Computational Intelligence (CBIC) (Congresso Brazileiro de Inteligência Computacional (CBIC)) 2021 |
Santos,
G.
S.
Freitas, A. |
An Interactive Model for the Diet Problem Modelo Interativo para o Problema da Dieta. Brazilian Symposium on Intelligent Automation (Simpósio Brasileiro de Automação Inteligente (SBAI)) 2021 |
Gomes,
Thiago
Macedo
De Freitas, Alan Robert Resende Lopes, Rodolfo Ayala |
Multi-heap constraint handling in gray box evolutionary algorithms.
Genetic and Evolutionary Computation Conference 2019 |
Lopes,
Rodolfo
Ayala
Gomes, Thiago Macedo De Freitas, Alan Robert Resende |
A symbolic evolutionary algorithm software platform.
Genetic and Evolutionary Computation Conference. 2019 |
Fortes,
Reinaldo
Silva
Lacerda, Anisio Freitas, Alan Bruckner, Carlos Coelho, Dayanne Gonçalves, Marcos |
User-Oriented Objective Prioritization for Meta-Featured Multi-Objective Recommender Systems.
Conference on User Modeling, Adaptation and Personalization - UMAP 2018 |
Lopes,
Rodolfo
A.
De Freitas, Alan R. R. |
Island-cellular model differential evolution for large-scale global optimization.
Genetic and Evolutionary Computation Conference 2017 |
André
Gonçalves,
Marcos
Silva Fortes, Reinaldo R. R. De Freitas, Alan |
A Multicriteria Evaluation of Hybrid Recommender Systems: On the Usefulness of Input Data Characteristics.
International Conference on Enterprise Information Systems. 2017 |
Lopes,
R.
A.
Freitas, Alan R.r. |
A Hybrid Model of Population Distribution for the Differential Evolution Algorithm. Um Modelo Híbrido de Distribuição Populacional para o Algoritmo de Evolução Diferencial. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2017 |
Silva,
Rodrigo
Salimi, Armin Li, Min Freitas, Alan Guimaraes, Frederico Lowther, David |
Visualization and Analysis of Trade-offs in Many-Objective Optimization: A Case Study on the Interior Permanent Magnet Motor Design.
IEEE Transactions on Magnetics 2016 |
Pedrosa-silva,
R.
C.
Salimi, A. Li, M. Freitas, Alan R.r. Guimarães, F. G. Lowther, D. A. |
Visualization and Analysis of Trade-offs in Many-Objective Optimization: A Case Study on the Interior Permanent Magnet Motor Design.
Compumag 2015 |
Alcantara,
T.
Freitas, Alan R.r. Guimarães, F. G. |
A New Perspective on Channel Allocation in WLAN: Considering the Total Marginal Utility of the Connections for the Users.
Genetic and Evolutionary Computation Conference. 2015 |
Almeida,
P.
H.
Freitas, Alan R.r. |
Scaling Objective Functions Considering the Phenotypical Diversity in Population Algorithms. Escalonamento de Funções Objetivo Considerando Diversidade Fenotípica em Algoritmos Populacionais. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2015 |
Alcantara,
T.
Freitas, Alan R.r. Guimarães, F. G. |
Channel Allocation with Maximum User Utility in Local Wireless Networks. Alocação de Canais com Utilidade Máxima para Usuários em Redes Locais Sem Fio. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2015 |
Coelho,
Vitor
N.
Coelho, Igor M. Coelho, Bruno N. De Oliveira, Glauber C. Barbosa, Alexandre C. Pereira, Leo De Freitas, Alan Santos, Haroldo G. Ochi, Luis S. Guimarães, Frederico G. |
A communitarian microgrid storage planning system inside the scope of a smart city.
Applied Energy. 2016 |
Matsueda,
L.
C.
O.
Freitas, Alan R.r. Guimarães, F. G. |
Average Aggregation Trees for the Analysis and Optimization of the Many-Objective Vehicle Routing Problem with Flexible Time Windows Árvores de Agregação Média para Análise e Otimização do Problema de Roteamento de Veículos com Muitos Objetivos e Janelas de Tempo Flexíveis. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2016 |
Lopes,
R.
A.
Freitas, Alan R.r. |
An Analysis of the Performance Trade-off in Island Model Configurations in Differential Evolution. Uma Análise do Trade-off de Desempenho das Diferentes Configurações do Modelo em Ilhas Usando Evolução Diferencial. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2016 |
Freitas,
A.
R.
R.
|
Visualization and Dimension Reduction in Many-Objective Optimization.
Workshop on Applied Combinatorial Optimization Methods 2016 |
Lopes,
R.
A.
Freitas, Alan R.r. |
A Brief Overview of Migratory Flows in Island Model for Evolutionary Algorithms.
Workshop on Applied Combinatorial Optimization Methods 2016 |
Freitas,
A.
R.
R.
Silva, V. M. R. Campelo, F. Guimarães, F. G. |
Optimizing two-level reverse distribution networks with hybrid memetic algorithms.
Optimization Letters 2014 |
Freitas,
A.
Fleming, P. J. Guimarães, F. G. |
Aggregation Trees for Visualization and Dimension Reduction in Many-Objective Optimization.
Information Sciences 2014 |
Salomon,
Shaul
Domínguez-medina, Christian Avigad, Gideon Freitas, Alan Goldvard, Alex Schütze, Oliver Trautmann, Heike |
PSA Based Multi Objective Evolutionary Algorithms.
Studies in Computational Intelligence. 2014 |
Lopes,
Rodolfo
Ayala
Pedrosa Silva, Rodrigo C. Freitas, Alan R.r. Campelo, Felipe Guimarães, Frederico G. |
A study on the configuration of migratory flows in island model differential evolution.
Genetic and Evolutionary Computation Conference 2014 |
Freitas,
Alan
R.r.
Silva, Rodrigo C.p. Guimarães, Frederico G. |
On the visualization of trade-offs and reducibility in many-objective optimization.
Genetic and Evolutionary Computation Conference. 2014 |
Matsueda,
L.
C.
O.
Guimaraes, Frederico G. Freitas, Alan R.r. |
Objective Selection in the Vehicle Routing Problem with Flexible Time Windows. Seleção de Objetivos no Problema de Roteamento de Veículos com Janelas de Tempo. Brazilian Symposium on Operations Research. (Simpósio Brasileiro de Pesquisa Operacional.) 2014 |
P.
Silva,
Rodrigo
Lopes, Rodolfo R. Freitas, Alan Guimaraes, Frederico |
A study on self-configuration in the differential evolution algorithm.
IEEE Symposium on Differential Evolution (SDE). 2014 |
Freitas,
Alan
Robert
Resende
Guimarães, Frederico Gadelha Pedrosa Silva, Rodrigo César Souza, Marcone Jamilson Freitas |
Memetic self-adaptive evolution strategies applied to the maximum diversity problem.
Optimization Letters. 2013 |
Freitas,
A.
R.
R.
Pedrosa Silva, R. C. Guimarães, F. G. . |
Differential Evolution and Perceptron Decision Trees for Fault Detection in Power Transformers.
Advances in Intelligent Systems and Computing. 2013 |
Freitas,
A.
R.
R.
Silva, V. M. R. Guimarães, F. G. Campelo, F. |
Genetic Algorithms Applied to Reverse Distribution Networks.
Advances in Intelligent Systems and Computing 2013 |
Freitas,
Alan
R.r.
Fleming, Peter J. Guimaraes, Frederico G. |
A Non-parametric Harmony-Based Objective Reduction Method for Many-Objective Optimization.
IEEE International Conference on Systems, Man and Cybernetics (SMC) 2013 |
Freitas,
A.
R.
R.
Guimarães, F. G. Barbosa, R. V. |
Automatic Evaluation Methods in Evolutionary Music: An Example with Bossa Melodies.
Lecture Notes in Computer Science / International Conference on Parallel Problem Solving from Nature. 2012 |
Lopes,
R.
A.
Freitas, A. R. R. Silva, R. C. Pedrosa Guimarães, Frederico Gadelha |
Differential Evolution and Perceptron Decision Trees for Classification Tasks.
Lecture Notes in Computer Science / International Conference on Intelligent Data Engineering and Automated Learning (IDEAL) 2012 |
Freitas,
A.
R.
R.
Guimarães, F. G. Barbosa, R. V. |
Ideas in Automatic Evaluation Methods for Melodies in Algorithmic Composition.
Sound and Music Computing Conference 2012 |
Pedrosa-silva,
R.
C.
Lopes, R. A. Freitas, A. R. R. Guimarães, F. G. |
Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms.
Brazilian Symposium on Neural Networks. (Simpósio Brasileiro de Redes Neurais.) 2012 |
Silva,
V.
M.
R.
Freitas, A. R. R. Campelo, F. Guimarães, F. G. |
Logística Reversa Capacitada em Dois Níveis - Uma Abordagem Utilizando Algoritmos Genéticos.
Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2012 |
Oliveira,
M.
V.
Freitas, A. R. R. Guimarães, F. G. |
A Ranking Strategy based on Diversity in Genetic Algorithms. Uma estratégia de Ranking baseada em diversidade em Algoritmos Genéticos. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2012 |
Eitelberg,
E.
Freitas, A. R. R. |
Pareto Optimal Sensitivity Bounds for a Strongly Interacting 2-Loop Brazing Temperature Control System.
The ORT Braude College 8th Interdisciplinary Research Conference. 2012 |
Freitas,
A.
R.
R.
Lopes, R. A. Pedrosa-silva, R. C. Guimarães, F. G. |
Data Classification via Perceptron Trees Generated with Differential Evolution. Classificação de Dados Através de Árvores de Perceptrons Geradas por Evolução Diferencial. Braziliam Symposium on Artificial Intelligence (Encontro Nacional de Inteligência Artificial) 2012 |
De
Freitas,
Alan
R.r.
Guimarães, Frederico Gadelha |
Originality and diversity in the artificial evolution of melodies
Genetic and Evolutionary Computation Conference 2011 |
Freitas,
A.
Guimarães, F. G. |
Melody Harmonization in Evolutionary Music using Multiobjective Genetic Algorithms.
Sound and Music Computing Conference 2011 |
Freitas,
A.
R.
R.
Guimarães, F. G. Ruela, A. |
Multi-objective Evolutionary Computation for Melody Harmonization. Computação Evolutiva Multiobjetivo para Harmonização de Melodias. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2011 |
Ruela,
A.
Aquino, A. Guimarães, F. G. Freitas, A. R. R. |
A Cooperative Co-evolutionary Algorithm for the Configuration of Wireless Sensor Networks. Um Algoritmo Coevolutivo Cooperativo para Configuração de Redes de Sensores sem Fio. Brazilian Symposium on Operations Research (Simpósio Brasileiro de Pesquisa Operacional (SBPO)) 2011 |
Freitas,
A.
R.
R.
Guimarães, F. G. |
Generating Original Melodies with Genetic Algorithms. Geração de Melodias Originais Usando Algoritmos Genéticos. Brazilian Congress on Computational Inteligence (Congresso Brasileiro de Inteligência Computacional) 2011 |
Freitas,
A.
R.
R.
Guimarães, F. G. |
When Darwin Meets Bossa: An Evolutionary Samba.
Genetic and Evolutionary Computation Conference (GECCO) 2011 |
Freitas,
A.
R.
R.
Souza, M. J. F. Guimarães, F. G. |
A Comparison of Heuristics Applied to the Maximum Diversity Problem. Comparação de Heurísticas Aplicadas ao Problema da Diversidade Máxima. Symposium of Computational Models (Encontro de Modelagem Computacional (EMC)) 2010 |
Batista,
L.
S.
Freitas, A. R. R. Guimarães, F. G. Ramirez, J. A. |
Solving the Traveling Salesman Problem via GRASP with Construction based on Self-Organizable Neural Networks. Resolvendo o Problema do Caixeiro Viajante Via GRASP com Construção Baseada em Redes Neurais Auto-Organizáveis. Brazilian Conference on Neural Networks and Computational Intelligence (Congresso Brasileiro de Redes Neurais e Inteligência Computacional (CBRN/IC)) 2009 |
Batista,
L.
S.
Freitas, A. R. R. Guimarães, F. G. Ramirez, J. A. |
GRASP e Self-Organizable Neural Networks: A Meta-Heuristic for the Solution of the TSP. GRASP e Redes Neurais Auto-Organizáveis: Uma Meta-Heurística para a Solução do TSP. Luso-Brazilian School of Evolutionary Computation (Escola Luso-Brasileira de Computação Evolutiva (ELBCE)) 2009 |
Reviewer
Information Sciences
IEEE Transactions on Evolutionary Computation
Operational Research
Sensors
IET Generation Transmission & Distribution
Latin-American Conference on Computational Intelligence
Brazilian Symposium on Intelligent Automation
Brazilian Symposium on Operations Research
Grants and Awards
Best Paper Award
GA Track, Association for Computing Machinery - GECCO. 2019.
Gray-box Methods and HPC for Large-Scale Optimization Models
The State Funding Agency of Minas Gerais (2022)
Population and Exact Optimization Methods in Many-Objective Problems
CNPq 402956/2016-8 (2016-2022)
Multiobjective Optimization in the Context of Practical Many-Objective Problems
The State Funding Agency of Minas Gerais APQ-00040-14 (2014-2019)
Introduction to C++ Video Course
Extension (2014)
Aluno Integrado 2014
Extension (2014)
New Horizons for Multi Criteria Decision Making
PIRSES-GA-2011-295152 (2012-2016)
Heuristic and Exact Approaches for Combinatorial Optimization Problems
PROCAD-CNPq/National Council for Scientific and Technological Development 552289/2011-6 (2011-2015)
Developing Efficient Techniques for Optimizing and Planning Operations
The State Funding Agency of Minas Gerais PRONEM (2011-2015)
Investigating Theoretical Aspect of Evolutionary Optimization
The State Funding Agency of Minas Gerais PRONEM (2010-2012)
Academic Advisory
Ph.D.: Henrique B. Lopes (2018-Present)
Master's: Eduardo C. Chagas (2020-2023)
Master's: Wemerson G. Lima (2019-2023)
Master's: Carla S. N. Santos (2020-2022)
Master's: Glauber S. Santos (2018-2022)
Ph.D.: Rodolfo A. Lopes (2016-2021)
Teaching Internship: Henrique Barros Lopes (2019-2019)
Teaching Internship: Thiago M. Gomes (2017-2017)
Teaching Assistant: Douglas X. Souza (2018-2018)
Teaching Assistant: Tuani M. Assaf (2018-2018)
Teaching Internship: Leonardo de Souza Cimino (2018-2018)
Teaching Internship: Ana R. M. Nascimento (2017-2017)
Teaching Internship: Rodolfo A. Lopes (2016-2017)
Bachelor's Monograph: Gessé A. Silva (2016-2017)
Scientific Initiation Project: Luiz G. P. Melo (2017-2018)
Teaching Assistant: Paula S. Dutra (2017-2017)
Teaching Assistant: Thiago Ferreira (2017-2017)
Teaching Internship: Leonardo S. Cimino (2016-2017)
Teaching Internship: Ademir R. M. Guedes (2016-2016)
Teaching Assistant: Luiz G. P. Melo (2016-2017)
Scientific Initiation Project: Anderson M. Morais (2015-2015)
Scientific Initiation Project: Marcus V. L. Quadros (2015-2016)
Scientific Initiation Project: Charllon L. Almeida (2015-2015)
Teaching Internship: Thieres N. Dias (2015-2015)
Teaching Internship: Lucas C. O. Matsueda (2015-2015)
Teaching Assistant: Marcus V. L. Quadros (2015-2015)
Teaching Assistant: Anderson M. Morais (2015-2015)
Master's: Thiago A. Luiz (2014-2015)
Master's: Lucas C. O. Matsueda (2014-2015)
Bachelor's Monograph: Dhiego S. Andrade (2014-2015)
Scientific Initiation Project: Fernando H. Pimenta (2014-2015)
Scientific Initiation Project: Paulo H. Almeida (2013-2016)
Bachelor's Monograph: Guilherme P. Pacheco (2013-2013)
Bachelor's Monograph: Marcus V. Oliveira (2012-2012)
Teaching Assistant: Eduardo O. Ferreira (2014-2015)
Teaching Assistant: Klevison D. O. Ribeiro (2014-2014)
Teaching Assistant: Arthur M. Negreto (2014-2014)
Teaching Assistant: Filipe C. Barbosa (2014-2014)
Teaching Assistant: Ian C. M. Machado (2014-2014)
Extension Program: Joyce I. S. Fonseca (2014-2015)
Extension Program: Pedro A. Menezes (2014-2015)
Extension Program: Ivan S. Ibrahim (2014-2015)
Extension Program: Christian F. A. Teixeira (2014-2015)
Extension Program: Anna F. S. M. Oliveira (2014-2015)
Extension Program: Débora N. Diniz (2014-2015)
Extension Program: Juciander L. Moreira (2014-2015)
Teaching Assistant: Marina R. Nunes (2013-2013)