Algoritmi | User | Beatriz Cristina Flamia de Azevedo
Beatriz Cristina Flamia de Azevedo
Beatriz Cristina Flamia de Azevedo
At Algoritmi
Assistant Researcher with MSc
Member of the SEOR R&D Group
Academic Degree
MSc
Current Position
Other at Escola de Engenharia da Universidade do Minho
Personal Webpage
Personal Email
beatrizflamiadx@hotmail.comOrcid
0000-0002-8527-7409Researcher ID
Ciência ID
181E-855C-E62CGoogle Scholar
h-index
7Publications
34Editorial
0Citations
208Q1 / Q2
5About Me 
Beatriz Flamia Azevedo is a postdoctoral researcher in Intelligent Systems Engineering at the Polytechnic Institute of Bragança (IPB), she is integrated member of the Research Center for Digitization and Intelligent Robotics (CeDRI - IPB), and she is also visiting researcher at Massachusetts Institute of Technology (Cambridge - USA) in the STEP Lab. She obtained the Ph.D degree in Industrial and Systems Engineering from the University of Minho (Portugal), a master’s degree in Industrial Engineering from IPB (Portugal), and a bachelor's degree in Control and Automation Engineering from the Federal Technological University – Paraná (Brazil). She is a multidisciplinary researcher and has been participating in several research projects. She is the author or co-author of several journal papers, book chapters, and conference proceedings publications. She has received several international awards and recognitions for her scientific contributions in the areas of Optimization, Mathematics Modeling, Machine Learning, Recommendation Systems, and STEM
Publications (52)
A multi-objective clustering approach based on different clustering measures combinations
Computational and Applied Mathematics
2025 | journal-article
A Multi-objective Clustering Algorithm Integrating Intra-Clustering and Inter-Clustering Measures
2025 | book-chapter
Categorizing Students of the MathE Platform: A Fuzzy Clustering Perspective
2025 | book-chapter
Dataset of mathematics learning and assessment of higher education students using the MathE platform
Data in Brief
2024 | journal-article
Hybrid approaches to optimization and machine learning methods: a systematic literature review
Machine Learning
2024 | journal-article
A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2024 | conference-paper
Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition
2024 | book-chapter
Comparison Between Single and Multi-objective Clustering Algorithms: MathE Case Study
2024 | book-chapter
Dataset for Assessing Mathematics Learning in Higher Education
2024 | data-set
Fuzzy c-Means as a Decision Support Tool for Liver Disease Diagnosis Based on Data Analysis
2024 | book-chapter
A comprehensive data analysis of e-bike mobility and greenhouse gas emissions in a higher education community: IPBike study of case
SN Applied Sciences
2023 | journal-article
An Integer Programming Approach for Sensor Location in a Forest Fire Monitoring System
Springer Proceedings in Mathematics and Statistics
2023 | conference-paper
Bio-inspired multi-objective algorithms applied on production scheduling problems
International Journal of Industrial Engineering Computations
2023 | journal-article
Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System
Sensors
2023 | journal-article
Hybrid Approaches to Optimization and Machine Learning Methods
2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings
2023 | conference-paper
Sensor Allocation in a Forest Fire Monitoring System: A Bi-objective Approach
AIP Conference Proceedings
2023 | conference-paper
A Forest Fire Monitoring System Based on IoT Technology
French German Portuguese Conference on Optimization 2022
2022 | conference-abstract
Analyzing the MathE Platform Through Clustering Algorithms
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Data Analysis Techniques Applied to the MathE Database
2022 | book-chapter
Evaluating Student Behaviour on the MathE Platform-Clustering Algorithms Approaches
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Fernandes, A. I. Pereira, and J. Lima, “A forest fire monitoring system based on iot technology
French German Portuguese Conference on Optimization (FGP 2022).
2022 | conference-abstract
Map Coverage of LoRaWAN Signal’s Employing GPS from Mobile Devices
Communications in Computer and Information Science
2022 | conference-paper
Mathematics learning and assessment using MathE platform: A case study
Education and Information Technologies
2022 | journal-article
Production Scheduling Using Multi-objective Optimization and Cluster Approaches
Lecture Notes in Networks and Systems
2022 | conference-paper
Study of clustering measures for optimization
Hungarian Global Optimization Workshop
2022 | conference-abstract
Bayesian Approach to Infer Types of Faults on Electrical Machines from Acoustic Signal
Applied Mathematics and Information Sciences
2021 | journal-article
Cluster Analysis for Breast Cancer Patterns Identification
2021 | book-chapter
Collaborative Learning Platform Using Learning Optimized Algorithms
Communications in Computer and Information Science
2021 | conference-paper
Environment Monitoring Modules with Fire Detection Capability Based on IoT Methodology
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2021 | conference-paper
Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol
2021 | book-chapter
Optimum sensors allocation for a forest fires monitoring system
Forests
2021 | journal-article
A fuzzy approach for diabetes mellitus type 2 classification
Brazilian Archives of Biology and Technology
2020 | journal-article
An improvement of genetic algorithm based on dynamic operators rates controlled by the population performance
ICORES 2020 - Proceedings of the 9th International Conference on Operations Research and Enterprise Systems
2020 | conference-paper
Automatic classification methods for predicting clinical profile of patients with diabetes mellitus,Métodos de classificação automática para predição do perfil clínico de pacientes portadores do diabetes mellitus
Revista Brasileira de Biometria
2020 | journal-article
INPUT FEATURES SELECTION TO IMPROVE THE PERFORMANCE OF A FUZZY CLASSIFIER
Advances in Mathematical Sciences and Applications
2020 | journal-article
Métodos de Classificação Automática para Predição do Perfil Clínico de Pacientes Portadores do Diabetes Mellitus
Revista Brasileira de Biometria
2020 | journal-article
Study of genetic algorithms for optimization problems
2020 | dissertation-thesis
A genetic algorithm with dynamic parameters
Encontro de Jovens Investigadores do Instituto Politénico de Bragança
2019 | conference-abstract
Three-phase induction motors faults classification using audio signals and decision trees
Applied Mathematics and Information Sciences
2019 | journal-article
Classificação de Gêneros Musicais Latinos e suas Emoções: Abordagens Bayesiana e Fuzzy
Tendências em Matemática Aplicada e Computacional TEMA (São Carlos)
2018 | journal-article
A comparison of classifiers for musical genres classification and music emotion recogntition
ADVANCES IN MATHEMATICAL SCIENCES AND APPLICATIONS
2018 | journal-article
Classificação Automática para o Diagnóstico da Redução do Indicador do Diabetes Mellitus
II Encontro de Biomatemática
2018 | conference-paper
Uma proposta de classificação Fuzzy para avaliação e controle do Diabetes Mellitus tipo 2
Proceedings series of the Brazilian Society of Computational and Applied Mathematics
2018 | conference-paper
A decision tree approach for the musical genres classification
Applied Mathematics and Information Sciences
2017 | journal-article
Aplicação de Redes Bayesianas para Classificação da Emoção de Gêneros Musicais Latinos
XXXVI Congresso Nacional de Matemática Aplicada e Computacional
2016 | conference-abstract
Aplicação de Sistemas Fuzzy para Classificação da Emoção Musical
IV Congresso Brasileiro de Sistemas Fuzzy
2016 | conference-abstract
Introduction to bayesian inference
Seminário de Pesquisa Junior (SEPESQ 2012)
2012 | conference-paper
Application of fuzzy systems for musical emotion classification
IV Congresso Brasileiro de Sistemas Fuzzy (CBSF 2016)
| conference-abstract
Classification of musical genres using decision tree algorithms
XXII Seminário de Iniciação Cientifica e Tecnológica (SICITE 2017).
| conference-abstract
Education and volunteering: Prisma community course
Seminário de Extensao e Inovação (SEI 2017).
| conference-abstract
Encouraging women to enter exact sciences careers: A case study
8º Seminário de Extensão e Inovação (SEI 2018).
| conference-abstract
Intelligent classification of latin musical genres considering emotions: Fuzzy and bayesian approaches
Simpósio Paranaense de Engenharia Mecânica (SIPEM 2016)
| conference-paper
Fundings (0)
No title available
No journal available
No publication date available
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No journal available
No publication date available
Experience
FCT Scholarship Reference 2021.07427.BD
History
| Init | End | Change | Value |
|---|
A multi-objective clustering approach based on different clustering measures combinations
Computational and Applied Mathematics
2025 | journal-article
A Multi-objective Clustering Algorithm Integrating Intra-Clustering and Inter-Clustering Measures
2025 | book-chapter
Categorizing Students of the MathE Platform: A Fuzzy Clustering Perspective
2025 | book-chapter
Dataset of mathematics learning and assessment of higher education students using the MathE platform
Data in Brief
2024 | journal-article
Hybrid approaches to optimization and machine learning methods: a systematic literature review
Machine Learning
2024 | journal-article
A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2024 | conference-paper
Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition
2024 | book-chapter
Comparison Between Single and Multi-objective Clustering Algorithms: MathE Case Study
2024 | book-chapter
Dataset for Assessing Mathematics Learning in Higher Education
2024 | data-set
Fuzzy c-Means as a Decision Support Tool for Liver Disease Diagnosis Based on Data Analysis
2024 | book-chapter
A comprehensive data analysis of e-bike mobility and greenhouse gas emissions in a higher education community: IPBike study of case
SN Applied Sciences
2023 | journal-article
An Integer Programming Approach for Sensor Location in a Forest Fire Monitoring System
Springer Proceedings in Mathematics and Statistics
2023 | conference-paper
Bio-inspired multi-objective algorithms applied on production scheduling problems
International Journal of Industrial Engineering Computations
2023 | journal-article
Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System
Sensors
2023 | journal-article
Hybrid Approaches to Optimization and Machine Learning Methods
2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings
2023 | conference-paper
Sensor Allocation in a Forest Fire Monitoring System: A Bi-objective Approach
AIP Conference Proceedings
2023 | conference-paper
A Forest Fire Monitoring System Based on IoT Technology
French German Portuguese Conference on Optimization 2022
2022 | conference-abstract
Analyzing the MathE Platform Through Clustering Algorithms
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Data Analysis Techniques Applied to the MathE Database
2022 | book-chapter
Evaluating Student Behaviour on the MathE Platform-Clustering Algorithms Approaches
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2022 | conference-paper
Fernandes, A. I. Pereira, and J. Lima, “A forest fire monitoring system based on iot technology
French German Portuguese Conference on Optimization (FGP 2022).
2022 | conference-abstract
Map Coverage of LoRaWAN Signal’s Employing GPS from Mobile Devices
Communications in Computer and Information Science
2022 | conference-paper
Mathematics learning and assessment using MathE platform: A case study
Education and Information Technologies
2022 | journal-article
Production Scheduling Using Multi-objective Optimization and Cluster Approaches
Lecture Notes in Networks and Systems
2022 | conference-paper
Study of clustering measures for optimization
Hungarian Global Optimization Workshop
2022 | conference-abstract
Bayesian Approach to Infer Types of Faults on Electrical Machines from Acoustic Signal
Applied Mathematics and Information Sciences
2021 | journal-article
Cluster Analysis for Breast Cancer Patterns Identification
2021 | book-chapter
Collaborative Learning Platform Using Learning Optimized Algorithms
Communications in Computer and Information Science
2021 | conference-paper
Environment Monitoring Modules with Fire Detection Capability Based on IoT Methodology
Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
2021 | conference-paper
Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol
2021 | book-chapter
Optimum sensors allocation for a forest fires monitoring system
Forests
2021 | journal-article
A fuzzy approach for diabetes mellitus type 2 classification
Brazilian Archives of Biology and Technology
2020 | journal-article
An improvement of genetic algorithm based on dynamic operators rates controlled by the population performance
ICORES 2020 - Proceedings of the 9th International Conference on Operations Research and Enterprise Systems
2020 | conference-paper
Automatic classification methods for predicting clinical profile of patients with diabetes mellitus,Métodos de classificação automática para predição do perfil clínico de pacientes portadores do diabetes mellitus
Revista Brasileira de Biometria
2020 | journal-article
INPUT FEATURES SELECTION TO IMPROVE THE PERFORMANCE OF A FUZZY CLASSIFIER
Advances in Mathematical Sciences and Applications
2020 | journal-article
Métodos de Classificação Automática para Predição do Perfil Clínico de Pacientes Portadores do Diabetes Mellitus
Revista Brasileira de Biometria
2020 | journal-article
Study of genetic algorithms for optimization problems
2020 | dissertation-thesis
A genetic algorithm with dynamic parameters
Encontro de Jovens Investigadores do Instituto Politénico de Bragança
2019 | conference-abstract
Three-phase induction motors faults classification using audio signals and decision trees
Applied Mathematics and Information Sciences
2019 | journal-article
Classificação de Gêneros Musicais Latinos e suas Emoções: Abordagens Bayesiana e Fuzzy
Tendências em Matemática Aplicada e Computacional TEMA (São Carlos)
2018 | journal-article
A comparison of classifiers for musical genres classification and music emotion recogntition
ADVANCES IN MATHEMATICAL SCIENCES AND APPLICATIONS
2018 | journal-article
Classificação Automática para o Diagnóstico da Redução do Indicador do Diabetes Mellitus
II Encontro de Biomatemática
2018 | conference-paper
Uma proposta de classificação Fuzzy para avaliação e controle do Diabetes Mellitus tipo 2
Proceedings series of the Brazilian Society of Computational and Applied Mathematics
2018 | conference-paper
A decision tree approach for the musical genres classification
Applied Mathematics and Information Sciences
2017 | journal-article
Aplicação de Redes Bayesianas para Classificação da Emoção de Gêneros Musicais Latinos
XXXVI Congresso Nacional de Matemática Aplicada e Computacional
2016 | conference-abstract
Aplicação de Sistemas Fuzzy para Classificação da Emoção Musical
IV Congresso Brasileiro de Sistemas Fuzzy
2016 | conference-abstract
Introduction to bayesian inference
Seminário de Pesquisa Junior (SEPESQ 2012)
2012 | conference-paper
Application of fuzzy systems for musical emotion classification
IV Congresso Brasileiro de Sistemas Fuzzy (CBSF 2016)
| conference-abstract
Classification of musical genres using decision tree algorithms
XXII Seminário de Iniciação Cientifica e Tecnológica (SICITE 2017).
| conference-abstract
Education and volunteering: Prisma community course
Seminário de Extensao e Inovação (SEI 2017).
| conference-abstract
Encouraging women to enter exact sciences careers: A case study
8º Seminário de Extensão e Inovação (SEI 2018).
| conference-abstract
Intelligent classification of latin musical genres considering emotions: Fuzzy and bayesian approaches
Simpósio Paranaense de Engenharia Mecânica (SIPEM 2016)
| conference-paper
No title available
No journal available
No publication date available
No title available
No journal available
No publication date available
No title available
No journal available
No publication date available
FCT Scholarship Reference 2021.07427.BD
| Start | End | Term | Value | |
|---|---|---|---|---|
