| Investigating fusion approaches in multi-biometric cancellable recognition AMP Canuto, F Pintro, JC Xavier-Junior Expert Systems with applications 40 (6), 1971-1980, 2013 | 83 | 2013 |
| Applying the coral reefs optimization algorithm to clustering problems IG Medeiros, JC Xavier, AMP Canuto 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 25 | 2015 |
| An unsupervised-based dynamic feature selection for classification tasks RO Nunes, CA Dantas, AMP Canuto, JC Xavier-Júnior 2016 International Joint Conference on Neural Networks (IJCNN), 4213-4220, 2016 | 23 | 2016 |
| Performance and diversity evaluation in hybrid and non-hybrid structures of ensembles AMP Canuto, LM Oliveira, JC Xavier, AM Santos, MCC Abreu Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 6 pp., 2005 | 17 | 2005 |
| A novel evolutionary algorithm for automated machine learning focusing on classifier ensembles JC Xavier-Júnior, AA Freitas, A Feitosa-Neto, TB Ludermir 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 462-467, 2018 | 14 | 2018 |
| Characterization measures of ensemble systems using a meta-learning approach RR Parente, AMP Canuto, JC Xavier The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013 | 13 | 2013 |
| Using an affective attention focus for improving the reasoning process and behavior of intelligent agents A Signoretti, A Feitosa, AM Campos, AM Canuto, JC Xavier, SV Fialho 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and …, 2011 | 12 | 2011 |
| Automatic recommendation method for classifier ensemble structure using meta-learning RA Da Silva, AMDP Canuto, CADS Barreto, JC Xavier-Junior IEEE Access 9, 106254-106268, 2021 | 11 | 2021 |
| 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 | 10 | 2020 |
| A comparative analysis of dissimilarity measures for clustering categorical data JC Xavier, AMP Canuto, ND Almeida, LMG Gonçalves The 2013 International Joint Conference on Neural Networks (IJCNN), 1-8, 2013 | 10 | 2013 |
| Plataforma de aprendizado de máquina 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 |
| Investigating the impact of similarity metrics in an unsupervised-based feature selection method CA Dantas, RO Nunes, AMP Canuto, JC Xavier-Júnior 2017 Brazilian Conference on Intelligent Systems (BRACIS), 55-60, 2017 | 9 | 2017 |
| Classifier ensembles and optimization techniques to improve the performance of cancellable fingerprint AMP Canuto, MC Fairhurst, F Pintro, JC Xavier Junior, AF Neto, ... International Journal of Hybrid Intelligent Systems 8 (3), 143-154, 2011 | 9 | 2011 |
| Hybrid metaheuristics to the automatic selection of features and members of classifier ensembles AA Feitosa Neto, AMP Canuto, JC Xavier-Junior Information 9 (11), 268, 2018 | 8 | 2018 |
| Cluster ensembles optimization using coral reefs optimization algorithm HM Silva, AMP Canuto, IG Medeiros, JC Xavier-Júnior Artificial Neural Networks and Machine Learning–ICANN 2016: 25th …, 2016 | 8 | 2016 |
| An analysis of diversity measures for the dynamic design of ensemble of classifiers JAS Lustosa Filho, AMP Canuto, JC Xavier 2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015 | 8 | 2015 |
| Instance hardness as a decision criterion on dynamic ensemble structure C Dantas, R Nunes, A Canuto, J Xavier-Júnior 2019 8th Brazilian Conference on Intelligent Systems (BRACIS), 108-113, 2019 | 7 | 2019 |
| Dynamic feature selection for classifier ensembles RO Nunes, CA Dantas, AMP Canuto, JC Xavier 2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 468-473, 2018 | 7 | 2018 |
| A hierarchical approach to represent relational data applied to clustering tasks JC Xavier, AMP Canuto, AA Freitas, LMG Gonçalves, CN Silla The 2011 International Joint Conference on Neural Networks, 3055-3062, 2011 | 5 | 2011 |
| Introducing affective agents in recommendation systems based on relational data clustering JC Xavier-Junior, A Signoretti, AMP Canuto, AM Campos, ... Database and Expert Systems Applications: 22nd International Conference …, 2011 | 5 | 2011 |
