Ricardo Cerri - Concepedia

Author

Ricardo Cerri

Universidade Federal de São Carlos ORCID

Also Known As

BRACIS 2020 Online, Cerri, Ricardo, R Cerri, R. Cerri, Ricardo Cerri

123

Publications

1.6K

Citations

H-Index

Concepts

All Affiliations

Universidade Federal de São Carlos Universidade de São Paulo Brazilian Society of Computational and Applied Mathematics Pontifícia Universidade Católica do Rio Grande do Sul Universidade Estadual de Londrina

About

Ricardo Cerri is an author at Universidade Federal de São Carlos specializing in engineering, machine learning, and data science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	20	30	1K
2	Medicine	10	10	282
3	Management	3	3	178
4	Language Studies	2	2	61
5	Natural Sciences	1	1	16

Ricardo Cerri

Publications

1.4K

Citations

H-Index

Page 1

	Year	Citations
Hierarchical Multi-Label Classification Networks Jônatas Wehrmann, Rodrigo C. Barros, Ricardo Cerri International Conference on Machine Learning Network ScienceMachine LearningData ScienceEngineeringAutomatic Classification	2018	141
Hierarchical multi-label classification using local neural networks Ricardo Cerri, Rodrigo C. Barros, André C. P. L. F. de Carvalho Journal of Computer and System Sciences	2013	131
Reduction strategies for hierarchical multi-label classification in protein function prediction Ricardo Cerri, Rodrigo C. Barros, André C. P. L. F. de Carvalho, BMC Bioinformatics	2016	116
Hyper-Parameter Tuning of a Decision Tree Induction Algorithm Rafael Gomes Mantovani, Tomáš Horváth, Ricardo Cerri, Artificial IntelligenceEngineeringMachine LearningModel TuningHyperparameter Estimation	2016	98
Hierarchical multi-label classification with chained neural networks Jônatas Wehrmann, Rodrigo C. Barros, Silvia N. das Dôres, Artificial IntelligenceMultiple Instance LearningEngineeringMachine LearningProtein Function Prediction	2017	69
Applying multi-label techniques in emotion identification of short texts Alex Marino Gonçalves de Almeida, Ricardo Cerri, Emerson Cabrera Paraíso, Neurocomputing LinguisticsEmotion IdentificationAffective ComputingDocument ClassificationSocial Sciences	2018	50
miRNApath: a database of miRNAs, target genes and metabolic pathways. Alynne Oya e Chiromatzo, Thiago Y. Oliveira, Gonçalo Amarante Guimarães Pereira, PubMed EngineeringGeneticsBioinformatics DatabaseBiostatisticsMetabolism	2007	49
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms Rafael Gomes Mantovani, Tomáš Horváth, André Luis Debiaso Rossi, Data Mining and Knowledge Discovery Artificial IntelligenceEngineeringMachine LearningHyperparameter EstimationInformation Retrieval	2024	45
Top-down strategies for hierarchical classification of transposable elements with neural networks Felipe Kenji Nakano, Walter José G. S. Pinto, Gisele L. Pappa, Artificial IntelligenceEngineeringMachine LearningGeneticsDna Sequences	2017	43
A machine learning based framework to identify and classify long terminal repeat retrotransposons Leander Schietgat, Celine Vens, Ricardo Cerri, PLoS Computational Biology EngineeringMachine LearningGeneticsGenomicsSequence Motif	2018	43

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