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11 |
Material Type: Artigo
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Exploring the antiviral activity of α-ketoamides compounds through electronic structure calculations: a structure-activity relationship studyDeienno, Augusto Cisconi ; Gomes, Ramon Hernany Martins ; Rossi, André Luis Debiaso ; Simões, Rafael Plana ; Batagin-Neto, AugustoJournal of biomolecular structure & dynamics, 2023-12, p.1-16 [Periódico revisado por pares]EnglandTexto completo disponível |
12 |
Material Type: Artigo
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Deep learning for biological image classificationAffonso, Carlos ; Rossi, André Luis Debiaso ; Vieira, Fábio Henrique Antunes ; de Carvalho, André Carlos Ponce de Leon FerreiraExpert systems with applications, 2017-11, Vol.85, p.114-122 [Periódico revisado por pares]New York: Elsevier LtdTexto completo disponível |
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Material Type: Artigo
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A guidance of data stream characterization for meta-learningRossi, André Luis Debiaso ; de Souza, Bruno Feres ; Soares, Carlos ; de Leon Ferreira de Carvalho, André Carlos PonceIntelligent data analysis, 2017-01, Vol.21 (4), p.1015-1035 [Periódico revisado por pares]Amsterdam: IOS Press BVTexto completo disponível |
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Material Type: Artigo
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Feature Selection and Hyperparameter Fine-tuning in Artificial Neural Networks for Wood Quality ClassificationRoder, Mateus ; Leandro Aparecido Passos ; Papa, João Paulo ; Debiaso Rossi, André LuisarXiv.org, 2023-10Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
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Material Type: Artigo
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Micro-MetaStream: Algorithm selection for time-changing dataRossi, André Luis Debiaso ; Soares, Carlos ; Souza, Bruno Feres de ; Ponce de Leon Ferreira de Carvalho, André CarlosInformation sciences, 2021-07, Vol.565, p.262-277 [Periódico revisado por pares]Elsevier IncTexto completo disponível |
16 |
Material Type: Artigo
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MetaStream: A meta-learning based method for periodic algorithm selection in time-changing dataRossi, André Luis Debiaso ; de Carvalho, André Carlos Ponce de Leon Ferreira ; Soares, Carlos ; de Souza, Bruno FeresNeurocomputing (Amsterdam), 2014-03, Vol.127, p.52-64 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |
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Material Type: Artigo
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Rethinking Default Values: a Low Cost and Efficient Strategy to Define HyperparametersRafael Gomes Mantovani ; Debiaso Rossi, André Luis ; Alcobaça, Edesio ; Jadson Castro Gertrudes ; Sylvio Barbon Junior ; André Carlos Ponce de Leon Ferreira de CarvalhoarXiv.org, 2021-07Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
18 |
Material Type: Artigo
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A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiersRafael Gomes Mantovani ; Debiaso Rossi, André Luis ; Alcobaça, Edesio ; Vanschoren, Joaquin ; André Carlos Ponce de Leon Ferreira de CarvalhoarXiv.org, 2019-06Ithaca: Cornell University Library, arXiv.orgTexto completo disponível |
19 |
Material Type: Ata de Congresso
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Bio-inspired Optimization Techniques for SVM Parameter TuningRossi, André Luis Debiaso ; Carvalho, André C.P.L.F. de2008 10th Brazilian Symposium on Neural Networks, 2008, p.57-62IEEETexto completo disponível |
20 |
Material Type: Ata de Congresso
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Meta-Learning for Periodic Algorithm Selection in Time-Changing DataRossi, A. L. D. ; Carvalho, A. C. P. L. F. ; Soares, C.2012 Brazilian Symposium on Neural Networks, 2012, p.7-12IEEETexto completo disponível |