| Timing of surgery following SARS-CoV-2 infection: an international prospective cohort study COVIDSurg Collaborative Anaesthesia 76 (6), 748-758, 2021 | 576* | 2021 |
| Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection-based and fusion-based methods for ensembles AMP Canuto, MCC Abreu, L de Melo Oliveira, JC Xavier Jr, AM Santos Pattern recognition letters 28 (4), 472-486, 2007 | 134 | 2007 |
| SARS-CoV-2 infection and venous thromboembolism after surgery: an international prospective cohort study. C COVIDSurg, C GlobalSurg Anaesthesia 77 (1), 28-39, 2022 | 106 | 2022 |
| 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 |
| Effects of pre‐operative isolation on postoperative pulmonary complications after elective surgery: an international prospective cohort study COVIDSurg Collaborative, GlobalSurg Collaborative, D Nepogodiev, ... Anaesthesia 76 (11), 1454-1464, 2021 | 45 | 2021 |
| An integer linear programming formulation and heuristics for the minmax relative regret robust shortest path problem AA Coco, JCA Júnior, TF Noronha, AC Santos Journal of Global Optimization 60, 265-287, 2014 | 29 | 2014 |
| 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 |
| ESICM LIVES 2016: part three: Milan, Italy. 1–5 October 2016 T Velasquez, G Mackey, J Lusk, UG Kyle, T Fontenot, P Marshall, ... Intensive Care Medicine Experimental 4, 405-607, 2016 | 9 | 2016 |
| 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 |
| A comparative analysis of data distribution methods in an agent-based neural system for classification tasks LEA Santana, AMP Canuto, JCX Junior, AMC Campos 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06), 9-9, 2006 | 9 | 2006 |
