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.

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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

Others

	Category Host institution	Employer
2024/07 - 2024/11	Mentor	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.. 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 Leite, Gabriel A.; Beatriz Flamia Azevedo; Azevedo, Beatriz; Beatriz Cristina Flamia de Azevedo; Pacheco, Maria F.; Fernandes, Florbela P.; Pereira, Ana I.. "Influence of Habits and Comorbidities on Liver Disease". Sestri Levante, Genoa, 2025. Accepted Beatriz Flamia Azevedo; Azevedo, Beatriz; Beatriz Cristina Flamia de Azevedo; Silva, Tânia; Leite, Gabriel A.; Ana J. B. Bezerra; Pacheco, Maria F.; Fernandes, Florbela P.; Oneto, Luca; et al. Corresponding author: Beatriz Flamia Azevedo; Azevedo, Beatriz; Beatriz Cristina Flamia de Azevedo. "A Personalized Math Learning Experience with Clustering and Random Forest Algorithms". Italy, 2025. In press Gabriel A. Leite; Azevedo, Beatriz Flamia; Maria de Fátima Pacheco; Fernandes, Florbela P.; Ana I. Pereira. "Liver disease detection with combined machine learning and voting classifiers". In 3rd International Conference on Data Science and Emerging Technologies. 2025. In press Gabriel A. Leite; Beatriz Flamia Azevedo; Sofia Ribeiro Ferreira; Maria F. Pacheco; Florbela P. Fernandes; Ana I. Pereira. "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	Gabriel A. Leite; 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	Gabriel A. Leite; Silva, Tânia; Beatriz Flamia Azevedo; Azevedo, Beatriz; Beatriz Cristina Flamia de Azevedo; Pacheco, Maria F.; Fernandes, Florbela P.; Pereira, Ana I.. "iMath: an Intelligent System to Learn Math". Paper presented in Symposium of Applied Science for Young Researchers, 2024.
Journal article	Beatriz Flamia Azevedo; Azevedo, Beatriz; Beatriz Cristina Flamia de Azevedo; Silva, Tânia; Gabriel A. Leite; Pacheco, Maria F.; Fernandes, Florbela P.; Pereira, Ana I.. Corresponding author: Beatriz Flamia Azevedo; Azevedo, Beatriz; Beatriz Cristina Flamia de Azevedo. "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; Leite, Gabriel; Pacheco, M. F.; Fernandes, Florbela P.; Rocha, Ana Maria A. C.; Pereira, Ana I.. Corresponding author: Azevedo, Beatriz. "Multi-objective Clustering Algorithm Applied to the MathE Categorization Problem". Information Systems Frontiers (2025): Submitted Leite, Gabriel A.; Beatriz Flamia Azevedo; Azevedo, Beatriz; Beatriz Cristina Flamia de Azevedo; Sofia Ferreira; 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

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)
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)	Instituto Politécnico de Bragança, Portugal

Distinctions

Award

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