2021

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On the cost-effectiveness of neural and non-neural approaches and representations for text classification: A comprehensive comparative study
Washington Cunha | Vítor Mangaravite | Christian Gomes | Sérgio D. Canuto | Elaine Resende | Cecilia Nascimento | Felipe Viegas | Celso França | Wellington Santos Martins | Jussara M. Almeida | Thierson Rosa | Leonardo Rocha | Marcos André Gonçalves
2021 Volume 58 Issue 3

2019

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Risk-Sensitive Learning to Rank with Evolutionary Multi-Objective Feature Selection
Daniel Xavier de Sousa | Sérgio D. Canuto | Marcos André Gonçalves | Thierson Couto Rosa | Wellington Santos Martins
2019 Volume 37 Issue 2

2016

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Incorporating Risk-Sensitiveness into Feature Selection for Learning to Rank
Daniel Xavier de Sousa | Sérgio Daniel Canuto | Thierson Couto Rosa | Wellington Santos Martins | Marcos André Gonçalves
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2014

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On Efficient Meta-Level Features for Effective Text Classification
Sérgio D. Canuto | Thiago Salles | Marcos André Gonçalves | Leonardo Rocha | Gabriel Spada Ramos | Luiz Gonçalves | Thierson Couto Rosa | Wellington Santos Martins
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014