Ricardo Cerri
Ricardo Cerri
Assistant Professor, Department of Computer Science, Federal University of São Carlos
Verified email at ufscar.br - Homepage
Title
Cited by
Cited by
Year
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
932014
Hierarchical multi-label classification networks
J Wehrmann, R Cerri, R Barros
International Conference on Machine Learning, 5075-5084, 2018
632018
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
532007
Reduction strategies for hierarchical multi-label classification in protein function prediction
R Cerri, RC Barros, AC de Carvalho, Y Jin
BMC bioinformatics 17 (1), 1-24, 2016
492016
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
482011
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
372016
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
352009
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
342012
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
272015
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
262015
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
242018
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
212017
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
202017
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
192011
A framework for bottom-up induction of oblique decision trees
RC Barros, PA Jaskowiak, R Cerri, AC de Carvalho
Neurocomputing 135, 3-12, 2014
172014
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
172011
Hierarchical multilabel classification using top-down label combination and artificial neural networks
R Cerri, ACPLF de Carvalho
2010 Eleventh Brazilian Symposium on Neural Networks, 253-258, 2010
172010
Probabilistic clustering for hierarchical multi-label classification of protein functions
RC Barros, R Cerri, AA Freitas, AC de Carvalho
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2013
162013
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
152020
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
142019
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Articles 1–20