Ricardo Cerri
Ricardo Cerri
Assistant Professor, Department of Computer Science, Federal University of São Carlos
Verified email at - Homepage
Cited by
Cited by
Hierarchical multi-label classification networks
J Wehrmann, R Cerri, R Barros
International Conference on Machine Learning, 5075-5084, 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
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), 1-24, 2016
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
miRNApath: a database of miRNAs, target genes and metabolic pathways
AO Chiromatzo, TYK Oliveira, G Pereira, AY Costa, CAE Montesco, ...
Genetics and Molecular Research, 859-865, 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
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
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
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
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
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
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
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
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
A framework for bottom-up induction of oblique decision trees
RC Barros, PA Jaskowiak, R Cerri, AC de Carvalho
Neurocomputing 135, 3-12, 2014
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
DSTARS: a multi-target deep structure for tracking asynchronous regressor stacking
SM Mastelini, EJ Santana, R Cerri, S Barbon Jr
Applied Soft Computing 91, 106215, 2020
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
Adapting non-hierarchical multilabel classification methods for hierarchical multilabel classification
R Cerri, ACPLF de Carvalho, AA Freitas
Intelligent Data Analysis 15 (6), 861-887, 2011
Inducing hierarchical multi-label classification rules with genetic algorithms
R Cerri, MP Basgalupp, RC Barros, AC de Carvalho
Applied Soft Computing 77, 584-604, 2019
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