Carlos Nascimento Silla Jr.

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Viewing Publication 1 - 29 from 29

2021

Toward hierarchical classification of imbalanced data using random resampling algorithmsRodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.. isci, 578:344-363, 2021. [doi]

2020

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenariosRodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa. cmpb, 194:105532, 2020. [doi]

MLTL: A multi-label approach for the Tomek Link undersampling algorithmRodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.. ijon, 383:95-105, 2020. [doi]

2018

2015

Aplicação do Rank-Based Ant System ao problema de múltiplos caixeiros viajantes no atendimento de ordens de serviço nas empresas de distribuição de energia elétricaDenilson Fagundes Barbosa, Carlos Nascimento Silla Jr., André Yoshiaki Kashiwabara. isys, 8(4):5-43, 2015. [doi]

2013

Hierarchical Classification of Bird Species Using Their Audio Recorded SongsCarlos Nascimento Silla Jr., Celso A. A. Kaestner. SMC 2013: 1895-1900 [doi]

An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre ClassificationHanna C. B. Piccoli, Carlos Nascimento Silla Jr., Pedro J. Ponce de León, Antonio Pertusa. SMC 2013: 1901-1905 [doi]

2011

Novel approaches for hierarchical classification with case studies in protein function predictionCarlos Nascimento Silla Jr.. PhD thesis, University of Kent, Canterbury, UK, 2011. [doi]

Selecting different protein representations and classification algorithms in hierarchical protein function predictionCarlos Nascimento Silla Jr., Alex Alves Freitas. ida, 15(6):979-999, 2011. [doi]

A survey of hierarchical classification across different application domainsCarlos Nascimento Silla Jr., Alex Alves Freitas. datamine, 22(1-2):31-72, 2011. [doi]

A hierarchical approach to represent relational data applied to clustering tasksJoão C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr.. ijcnn 2011: 3055-3062 [doi]

Automatic Bird Species Identification for Large Number of SpeciesMarcelo Teider Lopes, Lucas L. Gioppo, Thiago T. Higushi, Celso A. A. Kaestner, Carlos Nascimento Silla Jr., Alessandro L. Koerich. ism 2011: 117-122 [doi]

2010

Improving automatic music genre classification with hybrid content-based feature vectorsCarlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner. SAC 2010: 1702-1707 [doi]

On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collectionsThomas Lidy, Carlos Nascimento Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich. sigpro, 90(4):1032-1048, 2010. [doi]

2009

A Feature Selection Approach for Automatic Music Genre ClassificationCarlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner. ijsc, 3(2):183-208, 2009. [doi]

A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein FunctionsCarlos Nascimento Silla Jr., Alex Alves Freitas. icdm 2009: 992-997 [doi]

Novel Top-Down Approaches for Hierarchical Classification and Their Application to Automatic Music Genre ClassificationCarlos Nascimento Silla Jr., Alex Alves Freitas. SMC 2009: 3499-3504 [doi]

2008

A Machine Learning Approach to Automatic Music Genre ClassificationCarlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner. jbcs, 14(3):7-18, 2008. [doi]

The Latin Music DatabaseCarlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner. ismir 2008: 451-456 [doi]

Feature Selection in Automatic Music Genre ClassificationCarlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner. ism 2008: 39-44 [doi]

2007

Automatic music genre classification using ensemble of classifiersCarlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich. SMC 2007: 1687-1692 [doi]

2006

Time-Space Ensemble Strategies for Automatic Music Genre ClassificationCarlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich. sbia 2006: 339-348 [doi]

A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and PortugueseJan Strunk, Carlos Nascimento Silla Jr., Celso A. A. Kaestner. cicling 2006: 132-143 [doi]

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