Concepedia

Ricardo Cerri

RC

38

Publications

1.4K

Citations

23

H-Index

2007

Active since

Affiliations

Universidade Federal de São Carlos(Current)

Universidade de São Paulo

Brazilian Society of Computational and Applied Mathematics

Pontifícia Universidade Católica do Rio Grande do Sul

Universidade Estadual de Londrina

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

Top concepts

EngineeringMachine LearningData SciencePattern RecognitionData MiningComputer ScienceKnowledge DiscoveryBioinformaticsComputational BiologyMedicine

Publications per year

2007–2024

38

Publications

38

Hierarchical Multi-Label Classification Networks

Jônatas Wehrmann, Rodrigo C. Barros, Ricardo Cerri · International Conference on Machine Learning · 2018 · 141 citations

Network Science, Machine Learning, Data Science +8

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 citations

Reduction strategies for hierarchical multi-label classification in protein function prediction

Ricardo Cerri, Rodrigo C. Barros, André C. P. L. F. de Carvalho et al. · BMC Bioinformatics · 2016 · 116 citations · Full text

Hyper-Parameter Tuning of a Decision Tree Induction Algorithm

Rafael Gomes Mantovani, Tomáš Horváth, Ricardo Cerri et al. · 2016 · 98 citations

Artificial Intelligence, Engineering, Machine Learning +18

Hierarchical multi-label classification with chained neural networks

Jônatas Wehrmann, Rodrigo C. Barros, Silvia N. das Dôres et al. · 2017 · 69 citations

Artificial Intelligence, Multiple Instance Learning, Engineering +17

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