Gabriel A Leite (8A1D-BE60-F58E)

Curriculum Vitae

Gabriel A Leite

Gabriel de Arruda Leite obtained a Master's degree in Industrial Engineering from the School of Technology and Management of the Polytechnic Institute of Bragança (IPB - Portugal) in 2023 and a Bachelor's degree in Electronic Engineering from the Federal Technological University of Paraná (UTFPR - Brazil) in 2023. He took part in the double degree program between the two educational institutions. He is currently a student in the doctoral program in Intelligent Systems Engineering at the Polytechnic Institute of Bragança since September 2024. During his undergraduate studies, he participated for one year (2021/2022) in the scientific initiation program linked to the project 'Application of Fuzzy Logic for the Implementation of a Micromouse Robot', dedicated to the development of systems for the identification and mapping of labyrinths. In addition, during the same period, he took part in the 'Robotics in Schools' extension program, dedicated to teaching robotics in schools. Since March 2023, he has been working as a research fellow at IPB's Digitization and Intelligent Robotics Research Centre (CeDRI). His main area of research is related to intelligent platforms and artificial intelligence, with a focus on data analysis, feature selection and personalized performance. He currently has 8 papers submitted/approved/published to international conferences and journals, two of which were recognized as best of conference.

Read full resume ↓

Identification

Personal identification

Full name: Gabriel A Leite

Citation names

Leite, Gabriel
Leite, Gabriel A.
Gabriel A. Leite

Author identifiers

Ciência ID: 8A1D-BE60-F58E
ORCID iD: 0009-0008-3273-0450

Education

	Degree	Classification
2024/09 - 2027/12 Ongoing	Engenharia de Sistemas Inteligentes (Doutoramento) Instituto Politécnico de Bragança, Portugal
2022/09/19 - 2023/11/30 Concluded	Engenharia Industrial (Mestrado) Instituto Politécnico de Bragança, Portugal "Projeto não invasivo de medição de glicose baseado em espectroscopia de infravermelho próximo" (THESIS/DISSERTATION)	17
2017/08/06 - 2023/11/30 Concluded	Engenharia Eletrônica (Bachelor) Major in Eletrônica / Biomédica Universidade Tecnológica Federal do Paraná - Campus Campo Mourão, Brazil	15

Affiliation

Science

	Category Host institution	Employer
2023/03/28 - Current	Researcher (Research)	Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal

2021/10/21 - 2022/05/31	Research Trainee (Research)	Clean Up Brazil Biotecnologia, Brazil

Teaching in Higher Education

	Category Host institution	Employer
2025/02 - Current	Invited Assistant (University Teacher)	Instituto Politécnico de Bragança, Portugal

2024/09 - 2025/01	Tutor (Polytechnic Teacher)	Instituto Politécnico de Bragança, Portugal

Projects

Contract

	Designation	Funders
2024/10 - 2027/10	DataGEMS 101188416 PhD Student Fellow	Horizon Europe Ongoing
2023/03/28 - 2025/03	mathE 2018-1-PT01-KA203-047361 Research Fellow Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal	Erasmus Plus Ongoing
2023/03/28 - 2025/03	iMath 2021-1-PT01-KA220-HED-000023288 Research Fellow Instituto Politécnico de Bragança Centro de Investigação em Digitalização e Robótica Inteligente, Portugal	Erasmus Plus Ongoing

Outputs

Publications

Book chapter	Leite, Gabriel A. ; Azevedo, Beatriz Flamia ; Pacheco, Maria F. ; Fernandes, Florbela P. ; Pereira, Ana I.. "Influence of Habits and Comorbidities on Liver Disease". 2026. 10.1007/978-3-032-00137-5_13 Azevedo, Beatriz Flamia; Silva, Tania; Leite, Gabriel A. ; Bezerra, Ana J. B.; Pacheco, M. Fátima ; Fernandes, Florbela P. ; Oneto, Luca ; et al. "A Personalized Math Learning Experience with Clustering and Random Forest Algorithms". 2026. 10.1007/978-3-032-00140-5_8 Leite, Gabriel A.; Azevedo, Beatriz Flamia; Pacheco, Maria F.; Fernandes, Florbela P.; Pereira, Ana I.. Corresponding author: Leite, Gabriel A.. "Categorizing Students of the MathE Platform: A Fuzzy Clustering Perspective". In Methodologies and Intelligent Systems for Technology Enhanced Learning, Workshops - 14th International Conference, 246-257. Salamanca, Spain: Springer Nature Switzerland, 2025. Published • 10.1007/978-3-031-85561-0_20 Azevedo, Beatriz Flamia; Silva, Tânia; Leite, Gabriel A.; Bezerra, A. J. B.; Pacheco, Maria F.; Fernandes, Florbela P.; Oneto, Luca; et al. Corresponding author: Azevedo, Beatriz Flamia. "A Personalized Math Learning Experience with Clustering and Random Forest Algorithms". Italy, 2025. In press Leite, Gabriel A. ; Azevedo, Beatriz Flamia; Pacheco, Maria F.; Fernandes, Florbela P.; Pereira, Ana I.. "Liver disease detection with combined machine learning and voting classifiers". In 3rd International Conference on Data Science and Emerging Technologies. 2025. In press Leite, Gabriel A.; Azevedo, Beatriz Flamia; Ferreira, Sofia R.; Pacheco, Maria F. ; Fernandes, Florbela P. ; Pereira, Ana I.. "Fuzzy c-Means as a Decision Support Tool for Liver Disease Diagnosis Based on Data Analysis". 2024. 10.1007/978-3-031-77426-3_7
Conference abstract	Leite, Gabriel A.; Silva, Tânia; Azevedo, Beatriz Flamia; Fernandes, Florbela P.; Pacheco, Maria F.; Pereira, Ana I.. "Imath: An intelligent system to learn math". Paper presented in Symposium of Applied Science for Young Researchers, 2024. In press
Conference poster	Rodrigue, Guilherme; Leite, Gabriel A.; Azevedo, Beatriz Flamia; Pereira, Ana I.. Corresponding author: Rodrigue, Guilherme. "Analysis of Liver Patients with Machine Learning". Paper presented in Symposium of Applied Science for Young Researchers, 2025.
Journal article	Azevedo, Beatriz Flamia; Silva, Tânia; Leite, Gabriel A.; Pacheco, Maria F.; Fernandes, Florbela P.; Pereira, Ana I.. Corresponding author: Azevedo, Beatriz Flamia. "A recommendation algorithm for the MathE platform: a customized digital way to learn Mathematics in higher education". Jornal of Computers in Education (2026): Submitted Azevedo, Beatriz Flamia; Leite, Gabriel A.; Pacheco, M. F.; Fernandes, Florbela P.; Rocha, Ana Maria A. C.; Pereira, Ana I.. Corresponding author: Azevedo, Beatriz Flamia. "Multi-objective Clustering Algorithm Applied to the MathE Categorization Problem". Information Systems Frontiers (2025): Submitted Leite, Gabriel A.; Azevedo, Beatriz Flamia; Ferreira, Sofia R.; Fernandes, Florbela P.; Pacheco, Maria F.; Pereira, Ana I.. "Liver disease diagnosis: Fuzzy c-means and scoring raking approach". Computer Science Journal (2025): Submitted
Thesis / Dissertation	"Projeto não invasivo de medição de glicose baseado em espectroscopia de infravermelho próximo". Master, 2023. http://hdl.handle.net/10198/29165.

Activities

Supervision

	Thesis Title Role	Degree Subject (Type) Institution / Organization
2024/12 - 2025/07	Analysis of Liver Patients with Machine Learning Supervisor	Tecnologia Biomédica (Degree) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2024/12 - 2025/07	Desenvolvimento de um protótipo para a leitura de glicose baseada em espectroscopia de infravermelho próximo Supervisor	Tecnologia Biomédica (Degree) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2023/12 - 2024/11	Análise bibliométrica sobre o uso de IA em doenças hepáticas Co-supervisor	Tecnologia Biomédica (Degree) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2023/09 - 2024/07	Análise de dados de pacientes com doenças hepáticas Co-supervisor	Tecnologia Biomédica (Degree) Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal

Event organisation

	Event name Type of event (Role)	Institution / Organization
2025/03 - 2025/05	OL2A 2025: International Conference on Optimization, Learning Algorithms and Applications 2025 (2025/04) Conference (Member of the Organising Committee)	Università degli Studi di Genova, Italy
2024/07/01 - 2024/07/31	OL2A 2024: International Conference on Optimization, Learning Algorithms and Applications 2024 (2024/07/24 - 2024/07/26) Conference (Member of the Organising Committee)	Universidad de La Laguna, Spain

Event participation

	Activity description Type of event	Event name Institution / Organization
2025/06/16 - 2025/06/20	Analysis of the state of the art of optimization and application in the context of the scenario approach Workshop	The Scenario Approach: Data Science for Systems, Control and Machine Learning (M16-Oxford) European Embedded Control Institute, France

Course / Discipline taught

	Academic session	Degree Subject (Type)	Institution / Organization
2025/02 - 2025/07	Circuitos 2	Engenharia Eletrotécnica e de Computadores (Licenciatura)	Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal
2025/02 - 2025/07	Eletrónica	Automação, Robótica e Eletrónica Industrial (Curso Técnico Superior Profissional)	Instituto Politécnico de Bragança Escola Superior de Tecnologia e Gestão, Portugal

Distinctions

Award

2025	Best 25% papers conference Optimization, Learning Algorithms and Applications (OL2A)
2024	Best Paper Award at 3rd Int. Conf. on Data Science And Emerging Technologies Universiti Antarabangsa UNITAR, Malaysia
2024	Best 25% papers at International Conference on Optimization, Learning Algorithms and Applications Instituto Politécnico de Bragança, Portugal
2021	Best innovative idea in “The Garage-IUT Growth” competition Universidade Tecnológica Federal do Paraná - Campus Campo Mourão, Brazil