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Artigo de periodico
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms (2024)
Mantovani, Rafael Gomes ; Horváth, Tomás ; Rossi, André Luis Debiaso ; Cerri, Ricardo ; Barbon Júnior, Sylvio ; Vanschoren, Joaquin ; Carvalho, André Carlos Ponce de Leon Ferreira de
Source: Data Mining and Knowledge Discovery. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, ALGORITMOS ÚTEIS E ESPECÍFICOS
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ABNT
MANTOVANI, Rafael Gomes et al. Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms. Data Mining and Knowledge Discovery, v. 38, n. 3, p. 1364-1416, 2024Tradução . . Disponível em: https://doi.org/10.1007/s10618-024-01002-5. Acesso em: 10 nov. 2024.
APA
Mantovani, R. G., Horváth, T., Rossi, A. L. D., Cerri, R., Barbon Júnior, S., Vanschoren, J., & Carvalho, A. C. P. de L. F. de. (2024). Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms. Data Mining and Knowledge Discovery, 38( 3), 1364-1416. doi:10.1007/s10618-024-01002-5
NLM
Mantovani RG, Horváth T, Rossi ALD, Cerri R, Barbon Júnior S, Vanschoren J, Carvalho ACP de LF de. Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms [Internet]. Data Mining and Knowledge Discovery. 2024 ; 38( 3): 1364-1416.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/s10618-024-01002-5
Vancouver
Mantovani RG, Horváth T, Rossi ALD, Cerri R, Barbon Júnior S, Vanschoren J, Carvalho ACP de LF de. Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms [Internet]. Data Mining and Knowledge Discovery. 2024 ; 38( 3): 1364-1416.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/s10618-024-01002-5
Trabalho de evento
Socially responsible hate speech detection: can classifiers reflect social stereotypes? (2023)
Vargas, Francielle Alves ; Carvalho, Isabelle ; Hürriyetoǧlu, Ali ; Pardo, Thiago Alexandre Salgueiro ; Benevenuto, Fabrício
Source: Proceedings. Conference titles: International Conference on Recent Advances in Natural Language Processing - RANLP. Unidade: ICMC
Subjects: PROCESSAMENTO DE LINGUAGEM NATURAL, TRATAMENTO AUTOMÁTICO DE TEXTOS E DISCURSOS, APRENDIZADO COMPUTACIONAL, ÓDIO, PORTUGUÊS DO BRASIL
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ABNT
VARGAS, Francielle Alves et al. Socially responsible hate speech detection: can classifiers reflect social stereotypes? 2023, Anais.. Shoumen: INCOMA, 2023. Disponível em: http://ranlp.org/ranlp2023/index.php/proceedings/. Acesso em: 10 nov. 2024.
APA
Vargas, F. A., Carvalho, I., Hürriyetoǧlu, A., Pardo, T. A. S., & Benevenuto, F. (2023). Socially responsible hate speech detection: can classifiers reflect social stereotypes? In Proceedings. Shoumen: INCOMA. Recuperado de http://ranlp.org/ranlp2023/index.php/proceedings/
NLM
Vargas FA, Carvalho I, Hürriyetoǧlu A, Pardo TAS, Benevenuto F. Socially responsible hate speech detection: can classifiers reflect social stereotypes? [Internet]. Proceedings. 2023 ;[citado 2024 nov. 10 ] Available from: http://ranlp.org/ranlp2023/index.php/proceedings/
Vancouver
Vargas FA, Carvalho I, Hürriyetoǧlu A, Pardo TAS, Benevenuto F. Socially responsible hate speech detection: can classifiers reflect social stereotypes? [Internet]. Proceedings. 2023 ;[citado 2024 nov. 10 ] Available from: http://ranlp.org/ranlp2023/index.php/proceedings/
Artigo de periodico
Artificial intelligence agents for materials sciences (2023)
Oliveira Junior, Osvaldo Novais de ; Christino, Leonardo Milhomem Franco; Oliveira, Maria Cristina Ferreira de ; Paulovich, Fernando Vieira
Source: Journal of Chemical Information and Modeling. Unidades: IFSC, ICMC
Subjects: ALGORITMOS, APRENDIZADO COMPUTACIONAL, GENÔMICA
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ABNT
OLIVEIRA JUNIOR, Osvaldo Novais de et al. Artificial intelligence agents for materials sciences. Journal of Chemical Information and Modeling, v. 63, n. 24, p. 7605-7609, 2023Tradução . . Disponível em: https://doi.org/10.1021/acs.jcim.3c01778. Acesso em: 10 nov. 2024.
APA
Oliveira Junior, O. N. de, Christino, L. M. F., Oliveira, M. C. F. de, & Paulovich, F. V. (2023). Artificial intelligence agents for materials sciences. Journal of Chemical Information and Modeling, 63( 24), 7605-7609. doi:10.1021/acs.jcim.3c01778
NLM
Oliveira Junior ON de, Christino LMF, Oliveira MCF de, Paulovich FV. Artificial intelligence agents for materials sciences [Internet]. Journal of Chemical Information and Modeling. 2023 ; 63( 24): 7605-7609.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1021/acs.jcim.3c01778
Vancouver
Oliveira Junior ON de, Christino LMF, Oliveira MCF de, Paulovich FV. Artificial intelligence agents for materials sciences [Internet]. Journal of Chemical Information and Modeling. 2023 ; 63( 24): 7605-7609.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1021/acs.jcim.3c01778
Trabalho de evento
Building a community-based FAIR metadata schema for Brazilian agriculture and livestock trading data (2022)
Soares, Filipi Miranda ; Correa, Fernando Elias ; Pires, Luis Ferreira ; Santos, Luiz Olavo Bonino da Silva ; Drucker, Debora Pignatari ; Braghetto, Kelly Rosa ; Moreira, Dilvan de Abreu ; Delbem, Alexandre Cláudio Botazzo ; Silva, Roberto Fray da ; Lopes, Celso Oviedo da Silva; Saraiva, Antonio Mauro
Source: Proceedings. Conference titles: International Conference on Semantic Systems. Unidades: IME, ICMC, EP, IEA
Subjects: AGROPECUÁRIA, VOCABULÁRIOS CONTROLADOS, METADADOS, INTEROPERABILIDADE
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ABNT
SOARES, Filipi Miranda et al. Building a community-based FAIR metadata schema for Brazilian agriculture and livestock trading data. 2022, Anais.. Aachen: CEUR-WS, 2022. Disponível em: http://ceur-ws.org/Vol-3235/paper26.pdf. Acesso em: 10 nov. 2024.
APA
Soares, F. M., Correa, F. E., Pires, L. F., Santos, L. O. B. da S., Drucker, D. P., Braghetto, K. R., et al. (2022). Building a community-based FAIR metadata schema for Brazilian agriculture and livestock trading data. In Proceedings. Aachen: CEUR-WS. Recuperado de http://ceur-ws.org/Vol-3235/paper26.pdf
NLM
Soares FM, Correa FE, Pires LF, Santos LOB da S, Drucker DP, Braghetto KR, Moreira D de A, Delbem ACB, Silva RF da, Lopes CO da S, Saraiva AM. Building a community-based FAIR metadata schema for Brazilian agriculture and livestock trading data [Internet]. Proceedings. 2022 ;[citado 2024 nov. 10 ] Available from: http://ceur-ws.org/Vol-3235/paper26.pdf
Vancouver
Soares FM, Correa FE, Pires LF, Santos LOB da S, Drucker DP, Braghetto KR, Moreira D de A, Delbem ACB, Silva RF da, Lopes CO da S, Saraiva AM. Building a community-based FAIR metadata schema for Brazilian agriculture and livestock trading data [Internet]. Proceedings. 2022 ;[citado 2024 nov. 10 ] Available from: http://ceur-ws.org/Vol-3235/paper26.pdf
Trabalho de evento-anais periodico
A study on hyperparameter configuration for human activity recognition (2020)
Garcia, Kemilly Dearo; Carvalho, Tiago; Moreira, João Mendes; Cardoso, João M. P; Carvalho, André Carlos Ponce de Leon Ferreira de
Source: Advances in Intelligent Systems and Computing. Conference titles: International Conference on Soft Computing Models in Industrial and Environmental Applications - SOCO. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, COMPUTAÇÃO MÓVEL, RECONHECIMENTO DE PADRÕES
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ABNT
GARCIA, Kemilly Dearo et al. A study on hyperparameter configuration for human activity recognition. Advances in Intelligent Systems and Computing. Cham: Springer. Disponível em: https://doi.org/10.1007/978-3-030-20055-8_5. Acesso em: 10 nov. 2024. , 2020
APA
Garcia, K. D., Carvalho, T., Moreira, J. M., Cardoso, J. M. P., & Carvalho, A. C. P. de L. F. de. (2020). A study on hyperparameter configuration for human activity recognition. Advances in Intelligent Systems and Computing. Cham: Springer. doi:10.1007/978-3-030-20055-8_5
NLM
Garcia KD, Carvalho T, Moreira JM, Cardoso JMP, Carvalho ACP de LF de. A study on hyperparameter configuration for human activity recognition [Internet]. Advances in Intelligent Systems and Computing. 2020 ; 950 47-56.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/978-3-030-20055-8_5
Vancouver
Garcia KD, Carvalho T, Moreira JM, Cardoso JMP, Carvalho ACP de LF de. A study on hyperparameter configuration for human activity recognition [Internet]. Advances in Intelligent Systems and Computing. 2020 ; 950 47-56.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/978-3-030-20055-8_5
Artigo de periodico
A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers (2019)
Mantovani, Rafael G; Rossi, André Luis Debiaso; Alcobaça, Edesio; Vanschoren, Joaquin; Carvalho, André Carlos Ponce de Leon Ferreira de
Source: Information Sciences. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, RECONHECIMENTO DE PADRÕES, MÉTODOS ESTATÍSTICOS PARA APRENDIZAGEM
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ABNT
MANTOVANI, Rafael G et al. A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers. Information Sciences, v. 501, p. 193-221, 2019Tradução . . Disponível em: https://doi.org/10.1016/j.ins.2019.06.005. Acesso em: 10 nov. 2024.
APA
Mantovani, R. G., Rossi, A. L. D., Alcobaça, E., Vanschoren, J., & Carvalho, A. C. P. de L. F. de. (2019). A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers. Information Sciences, 501, 193-221. doi:10.1016/j.ins.2019.06.005
NLM
Mantovani RG, Rossi ALD, Alcobaça E, Vanschoren J, Carvalho ACP de LF de. A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers [Internet]. Information Sciences. 2019 ; 501 193-221.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1016/j.ins.2019.06.005
Vancouver
Mantovani RG, Rossi ALD, Alcobaça E, Vanschoren J, Carvalho ACP de LF de. A meta-learning recommender system for hyperparameter tuning: predicting when tuning improves SVM classifiers [Internet]. Information Sciences. 2019 ; 501 193-221.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1016/j.ins.2019.06.005
Artigo de periodico
The Visual SuperTree: similarity-based multi-scale visualization (2019)
Silva, Renato R. O. da; Paiva, José Gustavo S; Telles, Guilherme Pimentel; Zampieri, Carlos E. A; Rolli, Fabio P; Minghim, Rosane
Source: Visual Computer. Unidade: ICMC
Subjects: MINERAÇÃO DE DADOS, RECUPERAÇÃO DA INFORMAÇÃO, VISUALIZAÇÃO
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ABNT
SILVA, Renato R. O. da et al. The Visual SuperTree: similarity-based multi-scale visualization. Visual Computer, v. 35, n. 6-8, p. 1067-1080, 2019Tradução . . Disponível em: https://doi.org/10.1007/s00371-019-01696-5. Acesso em: 10 nov. 2024.
APA
Silva, R. R. O. da, Paiva, J. G. S., Telles, G. P., Zampieri, C. E. A., Rolli, F. P., & Minghim, R. (2019). The Visual SuperTree: similarity-based multi-scale visualization. Visual Computer, 35( 6-8), 1067-1080. doi:10.1007/s00371-019-01696-5
NLM
Silva RRO da, Paiva JGS, Telles GP, Zampieri CEA, Rolli FP, Minghim R. The Visual SuperTree: similarity-based multi-scale visualization [Internet]. Visual Computer. 2019 ; 35( 6-8): 1067-1080.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/s00371-019-01696-5
Vancouver
Silva RRO da, Paiva JGS, Telles GP, Zampieri CEA, Rolli FP, Minghim R. The Visual SuperTree: similarity-based multi-scale visualization [Internet]. Visual Computer. 2019 ; 35( 6-8): 1067-1080.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/s00371-019-01696-5
Trabalho de evento
The shape of the game (2018)
Coimbra, Danilo B; Tiburtino, Tacito; Telea, Alexandru C; Paulovich, Fernando Vieira
Source: Proceedings. Conference titles: Conference on Graphics, Patterns and Images - SIBGRAPI. Unidade: ICMC
Subjects: WORLD WIDE WEB, MULTIMÍDIA INTERATIVA, RECONHECIMENTO DE IMAGEM, RECUPERAÇÃO DA INFORMAÇÃO, APRESENTAÇÃO DE INFORMAÇÃO
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ABNT
COIMBRA, Danilo B et al. The shape of the game. 2018, Anais.. Los Alamitos: IEEE, 2018. Disponível em: https://doi.org/10.1109/SIBGRAPI.2018.00024. Acesso em: 10 nov. 2024.
APA
Coimbra, D. B., Tiburtino, T., Telea, A. C., & Paulovich, F. V. (2018). The shape of the game. In Proceedings. Los Alamitos: IEEE. doi:10.1109/SIBGRAPI.2018.00024
NLM
Coimbra DB, Tiburtino T, Telea AC, Paulovich FV. The shape of the game [Internet]. Proceedings. 2018 ;[citado 2024 nov. 10 ] Available from: https://doi.org/10.1109/SIBGRAPI.2018.00024
Vancouver
Coimbra DB, Tiburtino T, Telea AC, Paulovich FV. The shape of the game [Internet]. Proceedings. 2018 ;[citado 2024 nov. 10 ] Available from: https://doi.org/10.1109/SIBGRAPI.2018.00024
Trabalho de evento-anais periodico
A cluster-based prototype reduction for online classification (2018)
Garcia, Kemilly Dearo; Carvalho, André Carlos Ponce de Leon Ferreira de ; Moreira, João Mendes
Source: Lecture Notes in Computer Science. Conference titles: International Conference on Intelligent Data Engineering and Automated Learning - IDEAL. Unidade: ICMC
Subjects: ANÁLISE DE SÉRIES TEMPORAIS, ANÁLISE ESTATÍSTICA DE DADOS, MINERAÇÃO DE DADOS
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ABNT
GARCIA, Kemilly Dearo e CARVALHO, André Carlos Ponce de Leon Ferreira de e MOREIRA, João Mendes. A cluster-based prototype reduction for online classification. Lecture Notes in Computer Science. Cham: Springer. Disponível em: https://doi.org/10.1007/978-3-030-03493-1_63. Acesso em: 10 nov. 2024. , 2018
APA
Garcia, K. D., Carvalho, A. C. P. de L. F. de, & Moreira, J. M. (2018). A cluster-based prototype reduction for online classification. Lecture Notes in Computer Science. Cham: Springer. doi:10.1007/978-3-030-03493-1_63
NLM
Garcia KD, Carvalho ACP de LF de, Moreira JM. A cluster-based prototype reduction for online classification [Internet]. Lecture Notes in Computer Science. 2018 ; 11314 603-610.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/978-3-030-03493-1_63
Vancouver
Garcia KD, Carvalho ACP de LF de, Moreira JM. A cluster-based prototype reduction for online classification [Internet]. Lecture Notes in Computer Science. 2018 ; 11314 603-610.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1007/978-3-030-03493-1_63
Artigo de periodico
Explaining three-dimensional dimensionality reduction plots (2016)
Coimbra, Danilo B; Martins, Rafael M; Neves, Tácito T. A. T; Telea, Alexandru C.; Paulovich, Fernando Vieira
Source: Information Visualization. Unidade: ICMC
Subjects: COMPUTAÇÃO GRÁFICA, PROCESSAMENTO DE IMAGENS, VISÃO COMPUTACIONAL
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ABNT
COIMBRA, Danilo B et al. Explaining three-dimensional dimensionality reduction plots. Information Visualization, v. 15, n. 2, p. 154-172, 2016Tradução . . Disponível em: https://doi.org/10.1177/1473871615600010. Acesso em: 10 nov. 2024.
APA
Coimbra, D. B., Martins, R. M., Neves, T. T. A. T., Telea, A. C., & Paulovich, F. V. (2016). Explaining three-dimensional dimensionality reduction plots. Information Visualization, 15( 2), 154-172. doi:10.1177/1473871615600010
NLM
Coimbra DB, Martins RM, Neves TTAT, Telea AC, Paulovich FV. Explaining three-dimensional dimensionality reduction plots [Internet]. Information Visualization. 2016 ; 15( 2): 154-172.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1177/1473871615600010
Vancouver
Coimbra DB, Martins RM, Neves TTAT, Telea AC, Paulovich FV. Explaining three-dimensional dimensionality reduction plots [Internet]. Information Visualization. 2016 ; 15( 2): 154-172.[citado 2024 nov. 10 ] Available from: https://doi.org/10.1177/1473871615600010
Trabalho de evento
Hyper-parameter tuning of a decision tree induction algorithm (2016)
Mantovani, Rafael G; Horváth, Tomás; Cerri, Ricardo; Vanschoren, Joaquin; Carvalho, André Carlos Ponce de Leon Ferreira de
Source: Proceedings. Conference titles: Brazilian Conference on Intelligent Systems - BRACIS. Unidade: ICMC
Subjects: INTELIGÊNCIA ARTIFICIAL, APRENDIZADO COMPUTACIONAL, RECONHECIMENTO DE PADRÕES
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ABNT
MANTOVANI, Rafael G et al. Hyper-parameter tuning of a decision tree induction algorithm. 2016, Anais.. Piscataway: IEEE, 2016. Disponível em: https://doi.org/10.1109/BRACIS.2016.018. Acesso em: 10 nov. 2024.
APA
Mantovani, R. G., Horváth, T., Cerri, R., Vanschoren, J., & Carvalho, A. C. P. de L. F. de. (2016). Hyper-parameter tuning of a decision tree induction algorithm. In Proceedings. Piscataway: IEEE. doi:10.1109/BRACIS.2016.018
NLM
Mantovani RG, Horváth T, Cerri R, Vanschoren J, Carvalho ACP de LF de. Hyper-parameter tuning of a decision tree induction algorithm [Internet]. Proceedings. 2016 ;[citado 2024 nov. 10 ] Available from: https://doi.org/10.1109/BRACIS.2016.018
Vancouver
Mantovani RG, Horváth T, Cerri R, Vanschoren J, Carvalho ACP de LF de. Hyper-parameter tuning of a decision tree induction algorithm [Internet]. Proceedings. 2016 ;[citado 2024 nov. 10 ] Available from: https://doi.org/10.1109/BRACIS.2016.018
Trabalho de evento
Metric evolution maps: multidimensional attribute-driven exploration of software repositories (2016)
Silva, R. R. O. da; Vernier, E. F; Rauber, P. E; Comba, J. L. D; Minghim, Rosane ; Telea, A. C
Source: Proceedings. Conference titles: International Symposium on Vision, Modeling and Visualization. Unidade: ICMC
Subjects: VISÃO COMPUTACIONAL, RECONHECIMENTO DE PADRÕES, SOFTWARES
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
SILVA, R. R. O. da et al. Metric evolution maps: multidimensional attribute-driven exploration of software repositories. 2016, Anais.. Geneve: Eurographics Association, 2016. Disponível em: https://doi.org/10.2312/vmv.20161343. Acesso em: 10 nov. 2024.
APA
Silva, R. R. O. da, Vernier, E. F., Rauber, P. E., Comba, J. L. D., Minghim, R., & Telea, A. C. (2016). Metric evolution maps: multidimensional attribute-driven exploration of software repositories. In Proceedings. Geneve: Eurographics Association. doi:10.2312/vmv.20161343
NLM
Silva RRO da, Vernier EF, Rauber PE, Comba JLD, Minghim R, Telea AC. Metric evolution maps: multidimensional attribute-driven exploration of software repositories [Internet]. Proceedings. 2016 ;[citado 2024 nov. 10 ] Available from: https://doi.org/10.2312/vmv.20161343
Vancouver
Silva RRO da, Vernier EF, Rauber PE, Comba JLD, Minghim R, Telea AC. Metric evolution maps: multidimensional attribute-driven exploration of software repositories [Internet]. Proceedings. 2016 ;[citado 2024 nov. 10 ] Available from: https://doi.org/10.2312/vmv.20161343

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