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
FCT Public Key
J832795bIN0T
Ciência ID
181E-855C-E62CGoogle Scholar
h-index
2Publications
11Editorial
0Citations
11Q1 / Q2
1About Me 
Beatriz Flamia Azevedo obtained her Bachelor's degree in Control and Automation Engineering at FederalUniversity of Technology - Parana (UTFPR), Brazil. She participated in the double degree program between UTFPR and Polytechnic Institute of Braganca (IPB), Portugal, obtaining her Master's degree in Industrial Engineering at IPB, in 2020. Currently, she is working as an associated researcher at the Research Center for Digitization and Intelligent Robotics (CeDRI-IPB) and also at Algoritmi Research Center, and she is PhD student at the University of Minho in the Program of Industrial and System Engineering. She has participated in several research projects and she is the author or co-author of more than 40 publications in journal papers and conference proceedings. Her interests relate to Optimization, Mathematics Modeling, and Machine Learning.
Publications (36)
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
Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System
Sensors
2023 | journal-article
A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices
Proceeding of 6th International Conference on Dynamics of Information Systems (DIS 2023)
2023 | book-chapter
A Multi-objective Clustering Approach Based on Different Clustering Measures Combinations
Computational & Applied Mathematics Journal
2023 | journal-article
An Integer Programming Approach for Sensor Location in a Forest Fire Monitoring System
Springer Proceedings in Mathematics & Statistics
2023 | book-chapter
Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition
Communications in Computer and Information Science
2023 | book-chapter
Bio-inspired multi-objective algorithms applied on production scheduling problems
International Journal of Industrial Engineering Computations
2023 | journal-article
Hybrid Approaches to Optimization and Machine Learning Methods
10th IEEE International Conference on Data Science and Advanced Analytics (DSAA)
2023 | conference-paper
Hybrid Approaches to Optimization and Machine Learning Methods: a Systematic Literature Review
Journal of Machine Learning
2023 | journal-article
Sensor Allocation in a Forest Fire Monitoring System: a Bi-objective Approach
AIP Conference Proceedings.
2023 | book-chapter
Mathematics learning and assessment using MathE platform: A case study
Education and Information Technologies
2022 | journal-article
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
2022 | book-chapter
Data Analysis Techniques Applied to the MathE Database
2022 | book-chapter
Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches
2022 | book-chapter
Map Coverage of LoRaWAN Signal’s Employing GPS from Mobile Devices
2022 | book-chapter
Production Scheduling Using Multi-objective Optimization and Cluster Approaches
Innovations in Bio-Inspired Computing and Applications
2022 | book-chapter
Optimum Sensors Allocation for a Forest Fires Monitoring System
Forests
2021 | journal-article
Cluster Analysis for Breast Cancer Patterns Identification
2021 | book-chapter
Collaborative Learning Platform Using Learning Optimized Algorithms
2021 | book-chapter
Environment Monitoring Modules with Fire Detection Capability Based on IoT Methodology
2021 | book-chapter
Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol
2021 | book-chapter
Input Features Selection to Improve the Performance of a Fuzzy Classifier
Advances in Mathematical Sciences and Applications
2020 | journal-article
An Improvement of Genetic Algorithm based on Dynamic Operators Rates Controlled by the Population Performance
9th International Conference on Operations Research and Enterprise Systems - ICORES 2020
2020 | conference-paper
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
MÉTODOS DE CLASSIFICAÇÃO AUTOMÁTICA PARA ´PREDIÇÃO DO PERFIL CLÍNICO DE PACIENTES PORTADORES DO DIABETES MELLITUS
Revista Brasileira de Biometria
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
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
Experience
FCT Scholarship Reference 2021.07427.BD
History
| Init | End | Change | Value |
|---|
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
Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System
Sensors
2023 | journal-article
A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices
Proceeding of 6th International Conference on Dynamics of Information Systems (DIS 2023)
2023 | book-chapter
A Multi-objective Clustering Approach Based on Different Clustering Measures Combinations
Computational & Applied Mathematics Journal
2023 | journal-article
An Integer Programming Approach for Sensor Location in a Forest Fire Monitoring System
Springer Proceedings in Mathematics & Statistics
2023 | book-chapter
Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition
Communications in Computer and Information Science
2023 | book-chapter
Bio-inspired multi-objective algorithms applied on production scheduling problems
International Journal of Industrial Engineering Computations
2023 | journal-article
Hybrid Approaches to Optimization and Machine Learning Methods
10th IEEE International Conference on Data Science and Advanced Analytics (DSAA)
2023 | conference-paper
Hybrid Approaches to Optimization and Machine Learning Methods: a Systematic Literature Review
Journal of Machine Learning
2023 | journal-article
Sensor Allocation in a Forest Fire Monitoring System: a Bi-objective Approach
AIP Conference Proceedings.
2023 | book-chapter
Mathematics learning and assessment using MathE platform: A case study
Education and Information Technologies
2022 | journal-article
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
2022 | book-chapter
Data Analysis Techniques Applied to the MathE Database
2022 | book-chapter
Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches
2022 | book-chapter
Map Coverage of LoRaWAN Signal’s Employing GPS from Mobile Devices
2022 | book-chapter
Production Scheduling Using Multi-objective Optimization and Cluster Approaches
Innovations in Bio-Inspired Computing and Applications
2022 | book-chapter
Optimum Sensors Allocation for a Forest Fires Monitoring System
Forests
2021 | journal-article
Cluster Analysis for Breast Cancer Patterns Identification
2021 | book-chapter
Collaborative Learning Platform Using Learning Optimized Algorithms
2021 | book-chapter
Environment Monitoring Modules with Fire Detection Capability Based on IoT Methodology
2021 | book-chapter
Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol
2021 | book-chapter
Input Features Selection to Improve the Performance of a Fuzzy Classifier
Advances in Mathematical Sciences and Applications
2020 | journal-article
An Improvement of Genetic Algorithm based on Dynamic Operators Rates Controlled by the Population Performance
9th International Conference on Operations Research and Enterprise Systems - ICORES 2020
2020 | conference-paper
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
MÉTODOS DE CLASSIFICAÇÃO AUTOMÁTICA PARA ´PREDIÇÃO DO PERFIL CLÍNICO DE PACIENTES PORTADORES DO DIABETES MELLITUS
Revista Brasileira de Biometria
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
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
FCT Scholarship Reference 2021.07427.BD
| Start | End | Term | Value | |
|---|---|---|---|---|
