publicações selecionadas
-
artigo académico
- Dataset of Mathematics Learning and Assessment of Higher Education Students Using the MathE Platform. Data in Brief. 2024
- Hybrid approaches to optimization and machine learning methods: a systematic literature review. Machine Learning. 2024
- A Multi-objective Clustering Approach Based on Different Clustering Measures Combinations. Computational & Applied Mathematics Journal. 2024
- Multi-objective Clustering Algorithm Applied to the MathE Categorization Problem. Information Systems Frontiers. 2024
- 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
- Data Acquisition Filtering Focused on Optimizing Transmission in a LoRaWAN Network Applied to the WSN Forest Monitoring System. Bioengineering. 2023
- Bio-inspired multi-objective algorithms applied on production scheduling problems. International Journal of Industrial Engineering Computations. 2023
- Mathematics learning and assessment using MathE platform: A case study. Education and Information Technologies. 2021
- Bayesian Approach to Infer Types of Faults on Electrical Machines from Acoustic Signal. Applied Mathematics and Information Sciences. 2021
- Optimum Sensors Allocation for a Forest Fires Monitoring System. Forests. 2021
- Input Features Selection to Improve the Performance of a Fuzzy Classifier. Advances in Mathematical Sciences and Applications. 2020
-
artigo de conferência
- Hybrid Approaches to Optimization and Machine Learning Methods 2023
- Classificação Automática para o Diagnóstico da Redução do Indicador do Diabetes Mellitus 2018
- Estudo de Algoritmos de Árvores de Decisão e Aplicação na Tarefa de Classificação Automática. 2018
- Uma proposta de classificação Fuzzy para avaliação e controle do Diabetes Mellitus tipo 2. 2018
- Classificação Inteligente de Gêneros Musicais Latinos Considerando Emoções: Abordagens Fuzzy e Bayesiana. 2016
- Aplicação de Redes Bayesianas para Classificação da Emoção de Gêneros Musicais Latinos. 2016
- Introdução a Inferencia Bayesiana 2012
-
capítulo de livro
- A Collaborative Multi-objective Approach for Clustering Task Based on Distance Measures and Clustering Validity Indices 2024
- A Multi-objective Clustering Algorithm Integrating Intra-clustering and Inter-clustering Measures 2024
- Application of Pattern Recognition Techniques for MathE Questions Difficulty Level Definition 2024
- Assessing Student Performance in the MathE Platform: a Fuzzy Clustering Perspective 2024
- Comparison between single and multi-objective clustering algorithms: Mathe case study 2024
- An Integer Programming Approach for Sensor Location in a Forest Fire Monitoring System. Springer Proceedings in Mathematics & Statistics. 2023
- Data Analysis Techniques Applied to the MathE Database 2023
- Sensor Allocation in a Forest Fire Monitoring System: A Bi-objective Approach 2023
- Analyzing the MathE Platform Through Clustering Algorithms. Computational Methods in Applied Sciences. 2022
- Map Coverage of LoRaWAN Signals Employing GPS from Mobile Devices 2022
- Cluster Analysis for Breast Cancer Patterns Identification. Communications in Computer and Information Science. 2021
- Environment Monitoring Modules with Fire Detection Capability Based on IoT Methodology 2021
-
documento
- MathE: A different approach to learn mathematics 2024
- A Forest Fire Monitoring System Based on IoT Technology 2022
- Study of clustering measures for optimization 2022
- A Genetic Algorithm Combined with Conditional Probability 2019
- Um algoritmo genético com parâmetros dinâmicos. 2019
- Incentivo ao ingresso de mulheres nas carreiras de exatas: um estudo de caso. 2018
- Classificação de gêneros musicais usando algoritmos de Árvores de Decisão. 2017
- Educação e Voluntariado: Cursinho Comunitário Prisma. 2017
- Aplicação de Sistemas Fuzzy para Classificação da Emoção Musical. 2016
- Uma abordagem fuzzy para a classificação automática de gêneros musicais considerando emoção. 2016
- Dataset for Assessing Mathematics Learning in Higher Education
-
livro