An Improvement of Genetic Algorithm based on Dynamic Operators Rates Controlled by the Population Performance. - Beatriz Flamia Azevedo; Ana I. Pereira; Gláucia M. Bressan (ICORES, 2020)

Environment Monitoring Modules with Fire Detection Capability Based on IoT Methodology. - Thadeu Brito; Beatriz Flamia Azevedo; António Valente; Ana I. Pereira; José Lima 001; Paulo Costa 001 (SmartCity360°, 2020)

Production Scheduling Using Multi-objective Optimization and Cluster Approaches. - Beatriz Flamia Azevedo; Maria Leonilde R. Varela; Ana I. Pereira (IBICA, 2021)

Cluster Analysis for Breast Cancer Patterns Identification. - Beatriz Flamia Azevedo; Filipe Alves 002; Ana Maria A. C. Rocha; Ana I. Pereira (OL2A, 2021)

Collaborative Learning Platform Using Learning Optimized Algorithms. - Beatriz Flamia Azevedo; Yahia Amoura; Gauhar Kantayeva; Maria F. Pacheco; Ana I. Pereira; Florbela P. Fernandes (OL2A, 2021)

Optimizing Data Transmission in a Wireless Sensor Network Based on LoRaWAN Protocol. - Thadeu Brito; Matheus Zorawski Silva; João Mendes; Beatriz Flamia Azevedo; Ana I. Pereira; José Lima 001; Paulo Costa 001 (OL2A, 2021)

Analyzing the MathE Platform Through Clustering Algorithms. - Beatriz Flamia Azevedo; Yahia Amoura; Ana Maria A. C. Rocha; Florbela P. Fernandes; Maria F. Pacheco; Ana I. Pereira (ICCSA (Workshops 2), 2022)

Evaluating Student Behaviour on the MathE Platform - Clustering Algorithms Approaches. - Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; Florbela P. Fernandes; Maria F. Pacheco; Ana I. Pereira (LION, 2022)

Data Analysis Techniques Applied to the MathE Database. - Beatriz Flamia Azevedo; Sofia F. Romanenko; Maria de Fátima Pacheco; Florbela P. Fernandes; Ana I. Pereira (OL2A, 2022)

Map Coverage of LoRaWAN Signal's Employing GPS from Mobile Devices. - Thadeu Brito; João Mendes; Matheus Zorawski Silva; Beatriz Flamia Azevedo; Alá F. Khalifeh; Florbela P. Fernandes; Ana I. Pereira; José Lima 001; Paulo Costa 001 (OL2A, 2022)

Mathematics learning and assessment using MathE platform: A case study. - Beatriz Flamia Azevedo; Ana I. Pereira; Florbela P. Fernandes; M. Fatima Pacheco (Educ. Inf. Technol., 2022)

A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices. - Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; Ana I. Pereira (DIS, 2023)

Hybrid Approaches to Optimization and Machine Learning Methods. - Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; Ana I. Pereira (DSAA, 2023)

Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition. - Beatriz Flamia Azevedo; Roberto Molina de Souza; Maria F. Pacheco; Florbela P. Fernandes; Ana I. Pereira (OL2A (1), 2023)

Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System. - Thadeu Brito; Beatriz Flamia Azevedo; João Mendes; Matheus Zorawski Silva; Florbela P. Fernandes; Ana I. Pereira; José Rufino; José Lima 001; Paulo Costa 001 (Sensors, 2023)

Comparison Between Single and Multi-objective Clustering Algorithms: MathE Case Study. - Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; Florbela P. Fernandes; Maria F. Pacheco; Ana I. Pereira (OL2A (1), 2024)

Fuzzy c-Means as a Decision Support Tool for Liver Disease Diagnosis Based on Data Analysis. - Gabriel A. Leite; Beatriz Flamia Azevedo; Sofia Ribeiro Ferreira; Maria F. Pacheco; Florbela P. Fernandes; Ana I. Pereira (OL2A (1), 2024)

Hybrid methods based on optimization and machine learning in engineering - Beatriz Flamia Azevedo (2024)

Hybrid approaches to optimization and machine learning methods: a systematic literature review. - Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; Ana I. Pereira (Mach. Learn., 2024)

A multi-objective clustering approach based on different clustering measures combinations. - Beatriz Flamia Azevedo; Ana Maria A. C. Rocha; Ana I. Pereira (Comput. Appl. Math., 2025)