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Artigo de periodico
Multi-label classification with label clusters (2025)
Gatto, Elaine Cecília ; Ferrandin, Mauri ; Cerri, Ricardo
Source: Knowledge and Information Systems. Unidade: ICMC
Assunto: APRENDIZADO COMPUTACIONAL
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
GATTO, Elaine Cecília e FERRANDIN, Mauri e CERRI, Ricardo. Multi-label classification with label clusters. Knowledge and Information Systems, v. 67, n. 2, p. 1741-1785, 2025Tradução . . Disponível em: https://doi.org/10.1007/s10115-024-02270-9. Acesso em: 13 jun. 2025.
APA
Gatto, E. C., Ferrandin, M., & Cerri, R. (2025). Multi-label classification with label clusters. Knowledge and Information Systems, 67( 2), 1741-1785. doi:10.1007/s10115-024-02270-9
NLM
Gatto EC, Ferrandin M, Cerri R. Multi-label classification with label clusters [Internet]. Knowledge and Information Systems. 2025 ; 67( 2): 1741-1785.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-024-02270-9
Vancouver
Gatto EC, Ferrandin M, Cerri R. Multi-label classification with label clusters [Internet]. Knowledge and Information Systems. 2025 ; 67( 2): 1741-1785.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-024-02270-9
Artigo de periodico
CETra: online cluster tracking for clustering of streaming data sources (2025)
Lima, Afonso Matheus Sousa ; Sousa, Elaine Parros Machado de
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: BANCO DE DADOS TEMPORAIS, ANÁLISE DE SÉRIES TEMPORAIS
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
LIMA, Afonso Matheus Sousa e SOUSA, Elaine Parros Machado de. CETra: online cluster tracking for clustering of streaming data sources. Knowledge and Information Systems, v. 67, n. 2, p. 1455-1479, 2025Tradução . . Disponível em: https://doi.org/10.1007/s10115-024-02267-4. Acesso em: 13 jun. 2025.
APA
Lima, A. M. S., & Sousa, E. P. M. de. (2025). CETra: online cluster tracking for clustering of streaming data sources. Knowledge and Information Systems, 67( 2), 1455-1479. doi:10.1007/s10115-024-02267-4
NLM
Lima AMS, Sousa EPM de. CETra: online cluster tracking for clustering of streaming data sources [Internet]. Knowledge and Information Systems. 2025 ; 67( 2): 1455-1479.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-024-02267-4
Vancouver
Lima AMS, Sousa EPM de. CETra: online cluster tracking for clustering of streaming data sources [Internet]. Knowledge and Information Systems. 2025 ; 67( 2): 1455-1479.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-024-02267-4
Artigo de periodico
Forecasting financial market structure from network features using machine learning (2024)
Castilho, Douglas; Souza, Thársis Tuani Pinto; Kang, Soong Moon; Gama, João ; Carvalho, Andre Carlos Ponce de Leon Ferreira de
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, PREVISÃO (ANÁLISE DE SÉRIES TEMPORAIS), REDES COMPLEXAS, MERCADO FINANCEIRO
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
CASTILHO, Douglas et al. Forecasting financial market structure from network features using machine learning. Knowledge and Information Systems, v. 66, n. 8, p. 4497-4525, 2024Tradução . . Disponível em: https://doi.org/10.1007/s10115-024-02095-6. Acesso em: 13 jun. 2025.
APA
Castilho, D., Souza, T. T. P., Kang, S. M., Gama, J., & Carvalho, A. C. P. de L. F. de. (2024). Forecasting financial market structure from network features using machine learning. Knowledge and Information Systems, 66( 8), 4497-4525. doi:10.1007/s10115-024-02095-6
NLM
Castilho D, Souza TTP, Kang SM, Gama J, Carvalho ACP de LF de. Forecasting financial market structure from network features using machine learning [Internet]. Knowledge and Information Systems. 2024 ; 66( 8): 4497-4525.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-024-02095-6
Vancouver
Castilho D, Souza TTP, Kang SM, Gama J, Carvalho ACP de LF de. Forecasting financial market structure from network features using machine learning [Internet]. Knowledge and Information Systems. 2024 ; 66( 8): 4497-4525.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-024-02095-6
Artigo de periodico
A review on preprocessing algorithm selection with meta-learning (2024)
Pio, Pedro B; Rivolli, Adriano ; Carvalho, André Carlos Ponce de Leon Ferreira de ; Garcia, Luís Paulo Faina
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: APRENDIZADO COMPUTACIONAL, ALGORITMOS PARA PROCESSAMENTO, REVISÃO SISTEMÁTICA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
PIO, Pedro B et al. A review on preprocessing algorithm selection with meta-learning. Knowledge and Information Systems, v. 66, n. Ja 2024, p. 1-28, 2024Tradução . . Disponível em: https://doi.org/10.1007/s10115-023-01970-y. Acesso em: 13 jun. 2025.
APA
Pio, P. B., Rivolli, A., Carvalho, A. C. P. de L. F. de, & Garcia, L. P. F. (2024). A review on preprocessing algorithm selection with meta-learning. Knowledge and Information Systems, 66( Ja 2024), 1-28. doi:10.1007/s10115-023-01970-y
NLM
Pio PB, Rivolli A, Carvalho ACP de LF de, Garcia LPF. A review on preprocessing algorithm selection with meta-learning [Internet]. Knowledge and Information Systems. 2024 ; 66( Ja 2024): 1-28.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-023-01970-y
Vancouver
Pio PB, Rivolli A, Carvalho ACP de LF de, Garcia LPF. A review on preprocessing algorithm selection with meta-learning [Internet]. Knowledge and Information Systems. 2024 ; 66( Ja 2024): 1-28.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-023-01970-y
Artigo de periodico
Efficient unsupervised drift detector for fast and high-dimensional data streams (2021)
Souza, Vinícius Mourão Alves de ; Parmezan, Antonio Rafael Sabino ; Chowdhury, Farhan A.; Mueen, Abdullah
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: MINERAÇÃO DE DADOS, APRENDIZADO COMPUTACIONAL, ANÁLISE DE SÉRIES TEMPORAIS
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
SOUZA, Vinícius Mourão Alves de et al. Efficient unsupervised drift detector for fast and high-dimensional data streams. Knowledge and Information Systems, v. 63, n. 6, p. 1497-1527, 2021Tradução . . Disponível em: https://doi.org/10.1007/s10115-021-01564-6. Acesso em: 13 jun. 2025.
APA
Souza, V. M. A. de, Parmezan, A. R. S., Chowdhury, F. A., & Mueen, A. (2021). Efficient unsupervised drift detector for fast and high-dimensional data streams. Knowledge and Information Systems, 63( 6), 1497-1527. doi:10.1007/s10115-021-01564-6
NLM
Souza VMA de, Parmezan ARS, Chowdhury FA, Mueen A. Efficient unsupervised drift detector for fast and high-dimensional data streams [Internet]. Knowledge and Information Systems. 2021 ; 63( 6): 1497-1527.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-021-01564-6
Vancouver
Souza VMA de, Parmezan ARS, Chowdhury FA, Mueen A. Efficient unsupervised drift detector for fast and high-dimensional data streams [Internet]. Knowledge and Information Systems. 2021 ; 63( 6): 1497-1527.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-021-01564-6
Artigo de periodico
A benchmarking tool for the generation of bipartite network models with overlapping communities (2020)
Valejo, Alan Demetrius Baria ; Goes, Fabiana Rodrigues de ; Romanetto, Luzia de Menezes ; Oliveira, Maria Cristina Ferreira de ; Lopes, Alneu de Andrade
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: REDES COMPLEXAS, REDES SOCIAIS, BENCHMARKS, ALGORITMOS ÚTEIS E ESPECÍFICOS
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
VALEJO, Alan Demetrius Baria et al. A benchmarking tool for the generation of bipartite network models with overlapping communities. Knowledge and Information Systems, v. 62, n. 4, p. 1641-1669, 2020Tradução . . Disponível em: https://doi.org/10.1007/s10115-019-01411-9. Acesso em: 13 jun. 2025.
APA
Valejo, A. D. B., Goes, F. R. de, Romanetto, L. de M., Oliveira, M. C. F. de, & Lopes, A. de A. (2020). A benchmarking tool for the generation of bipartite network models with overlapping communities. Knowledge and Information Systems, 62( 4), 1641-1669. doi:10.1007/s10115-019-01411-9
NLM
Valejo ADB, Goes FR de, Romanetto L de M, Oliveira MCF de, Lopes A de A. A benchmarking tool for the generation of bipartite network models with overlapping communities [Internet]. Knowledge and Information Systems. 2020 ; 62( 4): 1641-1669.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-019-01411-9
Vancouver
Valejo ADB, Goes FR de, Romanetto L de M, Oliveira MCF de, Lopes A de A. A benchmarking tool for the generation of bipartite network models with overlapping communities [Internet]. Knowledge and Information Systems. 2020 ; 62( 4): 1641-1669.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-019-01411-9
Artigo de periodico
Combining semantic and term frequency similarities for text clustering (2019)
Soares, Victor Hugo Andrade ; Campello, Ricardo José Gabrielli Barreto ; Nourashrafeddin, Seyednaser ; Milios, Evangelos ; Naldi, Murilo Coelho
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: MINERAÇÃO DE DADOS, RECONHECIMENTO DE TEXTO, DESCOBERTA DE CONHECIMENTO
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
SOARES, Victor Hugo Andrade et al. Combining semantic and term frequency similarities for text clustering. Knowledge and Information Systems, v. 61, n. 3, p. 1485-1516, 2019Tradução . . Disponível em: https://doi.org/10.1007/s10115-018-1278-7. Acesso em: 13 jun. 2025.
APA
Soares, V. H. A., Campello, R. J. G. B., Nourashrafeddin, S., Milios, E., & Naldi, M. C. (2019). Combining semantic and term frequency similarities for text clustering. Knowledge and Information Systems, 61( 3), 1485-1516. doi:10.1007/s10115-018-1278-7
NLM
Soares VHA, Campello RJGB, Nourashrafeddin S, Milios E, Naldi MC. Combining semantic and term frequency similarities for text clustering [Internet]. Knowledge and Information Systems. 2019 ; 61( 3): 1485-1516.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-018-1278-7
Vancouver
Soares VHA, Campello RJGB, Nourashrafeddin S, Milios E, Naldi MC. Combining semantic and term frequency similarities for text clustering [Internet]. Knowledge and Information Systems. 2019 ; 61( 3): 1485-1516.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-018-1278-7
Artigo de periodico
On strategies for building effective ensembles of relative clustering validity criteria (2016)
Jaskowiak, Pablo A; Moulavi, Davoud; Furtado, Antonio C. S; Campello, Ricardo José Gabrielli Barreto; Zimek, Arthur; Sander, Jörg
Source: Knowledge and Information Systems. Unidade: ICMC
Assunto: INTELIGÊNCIA ARTIFICIAL
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ABNT
JASKOWIAK, Pablo A et al. On strategies for building effective ensembles of relative clustering validity criteria. Knowledge and Information Systems, v. 47, n. 2, p. 329-354, 2016Tradução . . Disponível em: https://doi.org/10.1007/s10115-015-0851-6. Acesso em: 13 jun. 2025.
APA
Jaskowiak, P. A., Moulavi, D., Furtado, A. C. S., Campello, R. J. G. B., Zimek, A., & Sander, J. (2016). On strategies for building effective ensembles of relative clustering validity criteria. Knowledge and Information Systems, 47( 2), 329-354. doi:10.1007/s10115-015-0851-6
NLM
Jaskowiak PA, Moulavi D, Furtado ACS, Campello RJGB, Zimek A, Sander J. On strategies for building effective ensembles of relative clustering validity criteria [Internet]. Knowledge and Information Systems. 2016 ; 47( 2): 329-354.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-015-0851-6
Vancouver
Jaskowiak PA, Moulavi D, Furtado ACS, Campello RJGB, Zimek A, Sander J. On strategies for building effective ensembles of relative clustering validity criteria [Internet]. Knowledge and Information Systems. 2016 ; 47( 2): 329-354.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-015-0851-6
Artigo de periodico
Class imbalance revisited: a new experimental setup to assess the performance of treatment methods (2015)
Prati, Ronaldo C; Batista, Gustavo Enrique de Almeida Prado Alves; Silva, Diego Furtado
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: INTELIGÊNCIA ARTIFICIAL, APRENDIZADO COMPUTACIONAL, MINERAÇÃO DE DADOS, RECONHECIMENTO DE PADRÕES
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
PRATI, Ronaldo C e BATISTA, Gustavo Enrique de Almeida Prado Alves e SILVA, Diego Furtado. Class imbalance revisited: a new experimental setup to assess the performance of treatment methods. Knowledge and Information Systems, v. 45, n. 1, p. 247-270, 2015Tradução . . Disponível em: https://doi.org/10.1007/s10115-014-0794-3. Acesso em: 13 jun. 2025.
APA
Prati, R. C., Batista, G. E. de A. P. A., & Silva, D. F. (2015). Class imbalance revisited: a new experimental setup to assess the performance of treatment methods. Knowledge and Information Systems, 45( 1), 247-270. doi:10.1007/s10115-014-0794-3
NLM
Prati RC, Batista GE de APA, Silva DF. Class imbalance revisited: a new experimental setup to assess the performance of treatment methods [Internet]. Knowledge and Information Systems. 2015 ; 45( 1): 247-270.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-014-0794-3
Vancouver
Prati RC, Batista GE de APA, Silva DF. Class imbalance revisited: a new experimental setup to assess the performance of treatment methods [Internet]. Knowledge and Information Systems. 2015 ; 45( 1): 247-270.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-014-0794-3
Artigo de periodico
Knowledge-based interaction protocols for intelligent interactive environments (2013)
Silva, Flávio Soares Corrêa da
Source: Knowledge and Information Systems. Unidade: IME
Assunto: INTELIGÊNCIA ARTIFICIAL
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
SILVA, Flávio Soares Corrêa da. Knowledge-based interaction protocols for intelligent interactive environments. Knowledge and Information Systems, v. 34, n. 1, p. 219-242, 2013Tradução . . Disponível em: https://doi.org/10.1007/s10115-011-0464-7. Acesso em: 13 jun. 2025.
APA
Silva, F. S. C. da. (2013). Knowledge-based interaction protocols for intelligent interactive environments. Knowledge and Information Systems, 34( 1), 219-242. doi:10.1007/s10115-011-0464-7
NLM
Silva FSC da. Knowledge-based interaction protocols for intelligent interactive environments [Internet]. Knowledge and Information Systems. 2013 ; 34( 1): 219-242.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-011-0464-7
Vancouver
Silva FSC da. Knowledge-based interaction protocols for intelligent interactive environments [Internet]. Knowledge and Information Systems. 2013 ; 34( 1): 219-242.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-011-0464-7
Artigo de periodico
OntoMap: an ontology-based architecture to perform the semantic mapping between and interlingua and software components (2010)
Linhalis, Flávia; Fortes, Renata Pontin de Mattos ; Moreira, Dilvan de Abreu
Source: Knowledge and Information Systems. Unidade: ICMC
Subjects: ENGENHARIA DE SOFTWARE, SISTEMAS DE INFORMAÇÃO, WORLD WIDE WEB, SISTEMAS MULTIMÍDIA
A citação é gerada automaticamente e pode não estar totalmente de acordo com as normas
ABNT
LINHALIS, Flávia e FORTES, Renata Pontin de Mattos e MOREIRA, Dilvan de Abreu. OntoMap: an ontology-based architecture to perform the semantic mapping between and interlingua and software components. Knowledge and Information Systems, v. 22, n. 3, p. 319-345, 2010Tradução . . Disponível em: https://doi.org/10.1007/s10115-009-0197-z. Acesso em: 13 jun. 2025.
APA
Linhalis, F., Fortes, R. P. de M., & Moreira, D. de A. (2010). OntoMap: an ontology-based architecture to perform the semantic mapping between and interlingua and software components. Knowledge and Information Systems, 22( 3), 319-345. doi:10.1007/s10115-009-0197-z
NLM
Linhalis F, Fortes RP de M, Moreira D de A. OntoMap: an ontology-based architecture to perform the semantic mapping between and interlingua and software components [Internet]. Knowledge and Information Systems. 2010 ; 22( 3): 319-345.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-009-0197-z
Vancouver
Linhalis F, Fortes RP de M, Moreira D de A. OntoMap: an ontology-based architecture to perform the semantic mapping between and interlingua and software components [Internet]. Knowledge and Information Systems. 2010 ; 22( 3): 319-345.[citado 2025 jun. 13 ] Available from: https://doi.org/10.1007/s10115-009-0197-z

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