| Plataforma de aprendizado de maquina para detecção e monitoramento de alunos com risco de evasão CAR Beltran, JC Xavier-Júnior, CAS Barreto, CO Neto Brazilian Symposium on Computers in Education (Simpósio Brasileiro de …, 2019 | 9 | 2019 |
| Automatic Recommendation Method for Classifier Ensemble Structure using Meta-learning RA Da Silva, AM de Paula Canuto, CA da Silveira Barreto, ... IEEE Access, 2021 | 8 | 2021 |
| Team recommendation for the Pokémon GO game using optimization approaches S da Silva Oliveira, GEPL Silva, AC Gorgônio, CAS Barreto, AMP Canuto, ... 2020 19th Brazilian Symposium on Computer Games and Digital Entertainment …, 2020 | 7 | 2020 |
| An evolutionary algorithm for automated machine learning focusing on classifier ensembles: An improved algorithm and extended results JC Xavier-Junior, AA Freitas, TB Ludermir, A Feitosa-Neto, CAS Barreto Theoretical Computer Science 805, 1-18, 2020 | 7 | 2020 |
| A machine learning approach based on automotive engine data clustering for driver usage profiling classification CA da Silveira Barreto, JC Xavier-Júnior, AMP Canuto, IMD da Silva Anais do XV Encontro Nacional de Inteligência Artificial e Computacional …, 2018 | 5 | 2018 |
| Population-based bio-inspired algorithms for cluster ensembles optimization A Canuto, A Feitosa Neto, HM Silva, JC Xavier-Júnior, CA Barreto Natural Computing 2018, 1-18, 2018 | 4 | 2018 |
| A distance-weighted selection of unlabelled instances for self-training and co-training semi-supervised methods CAS Barreto, AC Gorgônio, AMP Canuto, JC Xavier-Júnior Brazilian Conference on Intelligent Systems, 352-366, 2020 | 3 | 2020 |
| Two novel approaches for automatic labelling in semi-supervised methods CAS Barreto, AMP Canuto, JC Xavier, AC Gorgônio, DFA Lima, ... 2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020 | 3 | 2020 |
| Uso de técnicas de aprendizado de máquina para identificação de perfis de uso de automóveis baseado em dados automotivos. 2018 CAS BARRETO Dissertação de Mestrado. Universidade Federal do Rio Grande do Norte, UFRN …, 2018 | 3* | 2018 |
| Queuewe: An iot-based solution for queue monitoring GS Aquino, CA Silva, IMB Filho, DRS Pinheiro, PHQ Lopes, CAS Barreto, ... Computational Science and Its Applications–ICCSA 2017: 17th International …, 2017 | 2 | 2017 |
| An Efficient Drift Detection Module for Semi-supervised Data Classification in Non-stationary Environments AC Gorgônio, CAS Barreto, SJMS da Costa, AMP Canuto, KMO Vale, ... Brazilian Conference on Intelligent Systems, 30-44, 2022 | 1 | 2022 |
| Applying Efficient Selection Techniques of Unlabelled Instances for Wrapper-based Semi-supervised Methods CA da S. Barreto, AC Gorgônio, JCX Júnior, AM de P. Canuto IEEE Access, 17, 2022 | 1 | 2022 |
| A Data Stratification Process for Instances Selection Applied to Co-training Semi-supervised Learning Algorithm YN Araújo, KMO Vale, FL Gorgônio, AM de P. Canuto, AC Gorgônio, ... 2021 International Joint Conference on Neural Networks (IJCNN) 1 (1), 1-8, 2021 | 1 | 2021 |
| A cardiac arrhythmia monitoring platform based on feature selection and classification methods APN Silva, GS Aquino-Júnior, JC Xavier-Júnior, CAS Barreto 10º Simpósio Brasileiro de Computação Ubíqua e Pervasiva (SBCUP 2018) 10 (v …, 2018 | 1 | 2018 |
| A multi-agent metaheuristic hybridization to the automatic design of ensemble systems AAF Neto, AMP Canuto, JC Xavier, CA Barreto 2017 International Joint Conference on Neural Networks (IJCNN), 3967-3974, 2017 | 1 | 2017 |
| A process for evaluating Machine Learning models for Healthcare Applications C Souza, C Barreto, B Brito, V Targino, R Malaquias, I Barroca Filho, ... Eyes on Health Sciences V.02 2, 604-636, 2024 | | 2024 |
| Machine learning model evaluation on healthcare applications: A Review CMP de Souza, CA da Silveira Barreto, LV de Macedo, BAO de Brito, ... Seven Editora, 2023 | | 2023 |
| Seleção e rotulagem de instâncias para métodos semissupervisionados indutivos CAS Barreto Tese de doutorado Universidade Federal do Rio Grande do Norte, UFRN, Brasil, 2023 | | 2023 |
| A systematic literature review on Machine Learning Model evaluation on healthcare applications CMP Souza, CAS Barreto, LV Macedo, BAO Brito, VV Targino, EC Betcel, ... Research, Society and Development 12 (6), e5412642042, 2023 | | 2023 |
| Machine Learning for Classifying Risks of Death and Length of Stay of Patients in ICU Beds Barroca Filho, I de M, CAS Barreto, RS Malaquias, CMP De Souza, ... International Conference on Internet of Things - ICIOT 2023 1, 68-81, 2023 | | 2023 |
João Carlos Xavier JúniorProfessor Adjunto 3, Universidade Federal do RNVerified email at imd.ufrn.br
