| Hierarchical multi-label classification networks J Wehrmann, R Cerri, R Barros International conference on machine learning, 5075-5084, 2018 | 443 | 2018 |
| Hierarchical multi-label classification using local neural networks R Cerri, RC Barros, AC De Carvalho Journal of Computer and System Sciences 80 (1), 39-56, 2014 | 213 | 2014 |
| Hyper-parameter tuning of a decision tree induction algorithm RG Mantovani, T Horváth, R Cerri, J Vanschoren, AC De Carvalho 2016 5th Brazilian Conference on Intelligent Systems (BRACIS), 37-42, 2016 | 165 | 2016 |
| An empirical study on hyperparameter tuning of decision trees RG Mantovani, T Horváth, R Cerri, SB Junior, J Vanschoren, ... arXiv preprint arXiv:1812.02207, 2018 | 149* | 2018 |
| Reduction strategies for hierarchical multi-label classification in protein function prediction R Cerri, RC Barros, AC PLF de Carvalho, Y Jin BMC bioinformatics 17 (1), 373, 2016 | 149 | 2016 |
| Applying multi-label techniques in emotion identification of short texts AMG Almeida, R Cerri, EC Paraiso, RG Mantovani, SB Junior Neurocomputing 320, 35-46, 2018 | 74 | 2018 |
| miRNApath: a database of miRNAs, target genes and metabolic pathways AO Chiromatzo, TYK Oliveira, G Pereira, AY Costa, CAE Montesco, ... | 59 | 2007 |
| A bottom-up oblique decision tree induction algorithm RC Barros, R Cerri, PA Jaskowiak, AC De Carvalho 2011 11th International Conference on Intelligent Systems Design and …, 2011 | 54 | 2011 |
| Active learning for hierarchical multi-label classification FK Nakano, R Cerri, C Vens Data Mining and Knowledge Discovery 34 (5), 1496-1530, 2020 | 48 | 2020 |
| Top-down strategies for hierarchical classification of transposable elements with neural networks FK Nakano, WJ Pinto, GL Pappa, R Cerri 2017 International joint conference on neural networks (IJCNN), 2539-2546, 2017 | 46 | 2017 |
| Comparing methods for multilabel classification of proteins using machine learning techniques R Cerri, RRO da Silva, AC de Carvalho Brazilian Symposium on Bioinformatics, 109-120, 2009 | 46 | 2009 |
| A genetic algorithm for hierarchical multi-label classification R Cerri, RC Barros, AC de Carvalho Proceedings of the 27th annual ACM symposium on applied computing, 250-255, 2012 | 45 | 2012 |
| Multi-output tree chaining: An interpretative modelling and lightweight multi-target approach SM Mastelini, VGT da Costa, EJ Santana, FK Nakano, RC Guido, R Cerri, ... Journal of Signal Processing Systems 91 (2), 191-215, 2019 | 42 | 2019 |
| Hierarchical multi-label classification for protein function prediction: A local approach based on neural networks R Cerri, RC Barros, AC de Carvalho 2011 11th International Conference on Intelligent Systems Design and …, 2011 | 40 | 2011 |
| Hierarchical multi-label classification with chained neural networks J Wehrmann, RC Barros, SN Dôres, R Cerri Proceedings of the Symposium on Applied Computing, 790-795, 2017 | 38 | 2017 |
| Hierarchical classification of gene ontology-based protein functions with neural networks R Cerri, RC Barros, AC de Carvalho 2015 international joint conference on neural networks (IJCNN), 1-8, 2015 | 38 | 2015 |
| An extensive evaluation of decision tree–based hierarchical multilabel classification methods and performance measures R Cerri, GL Pappa, ACPLF Carvalho, AA Freitas Computational Intelligence 31 (1), 1-46, 2015 | 37 | 2015 |
| A framework for bottom-up induction of oblique decision trees RC Barros, PA Jaskowiak, R Cerri, AC de Carvalho Neurocomputing 135, 3-12, 2014 | 37 | 2014 |
| A machine learning based framework to identify and classify long terminal repeat retrotransposons L Schietgat, C Vens, R Cerri, CN Fischer, E Costa, J Ramon, ... PLoS computational biology 14 (4), e1006097, 2018 | 36 | 2018 |
| Two-dimensional MoS2-based impedimetric electronic tongue for the discrimination of endocrine disrupting chemicals using machine learning WA Christinelli, FM Shimizu, MHM Facure, R Cerri, ON Oliveira Jr, ... Sensors and Actuators B: Chemical 336, 129696, 2021 | 32 | 2021 |
Rodrigo Coelho BarrosAssociate Professor at PUCRS, Research Coordinator at KunumiVerified email at pucrs.br
