Carlos Nascimento Silla Jr.

ORCID

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 21

Top Venues

ICTAI

FIE

CoRR

EURASIP J. Audio Speech Music. Process.

University of Kent, Canterbury, UK (PHD)

Education History

University of Kent, Canterbury, UK

PHD

Publications

Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
Toward hierarchical classification of imbalanced data using random resampling algorithms. Inf. Sci. 578 (2021)
Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos Nascimento Silla Jr., Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
A multimodal approach for multi-label movie genre classification. CoRR (2020)
Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. Comput. Methods Programs Biomed. 194 (2020)
Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. CoRR (2020)
Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
MLTL: A multi-label approach for the Tomek Link undersampling algorithm. Neurocomputing 383 (2020)
Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. IJCNN (2018)
Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
Bird and whale species identification using sound images. IET Comput. Vis. 12 (2) (2018)
Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.
A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms. FLAIRS Conference (2018)
Rodolfo Miranda Pereira, Yandre Maldonado e Gomes da Costa, Carlos Nascimento Silla Jr.
Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques. ICTAI (2018)
Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. 88 (2017)
Rodolfo Miranda Pereira, Carlos Nascimento Silla Jr.
Using simplified chords sequences to classify songs genres. ICME (2017)
Yandre M. G. Costa, Luiz S. Oliveira, Carlos Nascimento Silla Jr.
An evaluation of Convolutional Neural Networks for music classification using spectrograms. Appl. Soft Comput. 52 (2017)
Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr., Danilo Sipoli Sanches
An Evaluation of Different Evolutionary Approaches Applied in the Process of Automatic Transcription of Music Scores into Tablatures. ICTAI (2016)
Carlos Nascimento Silla Jr.
Teaching genetic algorithm-based parameter optimization using Pacman. FIE (2016)
Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
Combining Visual and Acoustic Features for Bird Species Classification. ICTAI (2016)
Carlos Nascimento Silla Jr., Andre L. Przybysz, Wellington V. Leal
Music education meets computer science and engineering education. FIE (2016)
Carlos Nascimento Silla Jr., Marcelo Paglioney, Iuri G. P. Mardegany
jOthelloT: A java-based open source Othello framework for artificial intelligence undergraduate classes. FIE (2016)
Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr., Danilo Sipoli Sanches
Comparative Study of Genetic Algorithm and Ant Colony Optimization Algorithm Performances for the Task of Guitar Tablature Transcription. BRACIS (2015)
Andre L. Przybysz, Ricardo Corassa, Carolina L. dos Santos, Carlos Nascimento Silla Jr.
Latin Music Mood Classification Using Cifras. SMC (2015)
Denilson Fagundes Barbosa, Carlos Nascimento Silla Jr., André Yoshiaki Kashiwabara
Aplicação do Rank-Based Ant System ao problema de múltiplos caixeiros viajantes no atendimento de ordens de serviço nas empresas de distribuição de energia elétrica. Braz. J. Inf. Syst. 8 (4) (2015)
Carolina L. dos Santos, Carlos Nascimento Silla Jr.
The Latin Music Mood Database. EURASIP J. Audio Speech Music. Process. 2015 (2015)
Rafael P. Ribeiro, Murilo Almeida, Carlos Nascimento Silla Jr.
The Ethnic Lyrics Fetcher tool. EURASIP J. Audio Speech Music. Process. 2014 (2014)
Thiago L. F. Evangelista, Thales M. Priolli, Carlos Nascimento Silla Jr., Bruno A. Angelico, Celso A. A. Kaestner
Automatic Segmentation of Audio Signals for Bird Species Identification. ISM (2014)
Adriano A. de Lima, Rodrigo M. Nunes, Rafael P. Ribeiro, Carlos Nascimento Silla Jr.
Nordic Music Genre Classification Using Song Lyrics. NLDB (2014)
Helyane Bronoski Borges, Carlos Nascimento Silla Jr., Júlio César Nievola
An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels. Comput. Math. Appl. 66 (10) (2013)
Carlos Nascimento Silla Jr., Celso A. A. Kaestner
Hierarchical Classification of Bird Species Using Their Audio Recorded Songs. SMC (2013)
Hanna C. B. Piccoli, Carlos Nascimento Silla Jr., Pedro J. Ponce de León, Antonio Pertusa
An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification. SMC (2013)
Carlos Nascimento Silla Jr., Alex Alves Freitas
A survey of hierarchical classification across different application domains. Data Min. Knowl. Discov. 22 (1-2) (2011)
João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr.
A hierarchical approach to represent relational data applied to clustering tasks. IJCNN (2011)
Marcelo Teider Lopes, Carlos Nascimento Silla Jr., Alessandro Lameiras Koerich, Celso Antonio Alves Kaestner
Feature set comparison for automatic bird species identification. SMC (2011)
Carlos Nascimento Silla Jr., Alex Alves Freitas
Selecting different protein representations and classification algorithms in hierarchical protein function prediction. Intell. Data Anal. 15 (6) (2011)
Marcelo Teider Lopes, Lucas L. Gioppo, Thiago T. Higushi, Celso A. A. Kaestner, Carlos Nascimento Silla Jr., Alessandro L. Koerich
Automatic Bird Species Identification for Large Number of Species. ISM (2011)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
Improving automatic music genre classification with hybrid content-based feature vectors. SAC (2010)
Thomas Lidy, Carlos Nascimento Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich
On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections. Signal Process. 90 (4) (2010)
Carlos Nascimento Silla Jr., Alex Alves Freitas
A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein Functions. ICDM (2009)
Carlos Nascimento Silla Jr., Alex Alves Freitas
Novel Top-Down Approaches for Hierarchical Classification and Their Application to Automatic Music Genre Classification. SMC (2009)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
A Feature Selection Approach for Automatic Music Genre Classification. Int. J. Semantic Comput. 3 (2) (2009)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
A Machine Learning Approach to Automatic Music Genre Classification. J. Braz. Comput. Soc. 14 (3) (2008)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
The Latin Music Database. ISMIR (2008)
Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
Feature Selection in Automatic Music Genre Classification. ISM (2008)
Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich
Automatic music genre classification using ensemble of classifiers. SMC (2007)
Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich
Time-Space Ensemble Strategies for Automatic Music Genre Classification. IBERAMIA-SBIA (2006)
Jan Strunk, Carlos Nascimento Silla Jr., Celso A. A. Kaestner
A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese. CICLing (2006)
Carlos Nascimento Silla Jr., Gisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner
Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. IBERAMIA (2004)
Lucia Helena Machado Rino, Thiago Alexandre Salgueiro Pardo, Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Michael Pombo
A Comparison of Automatic Summarizers of Texts in Brazilian Portuguese. SBIA (2004)
Carlos Nascimento Silla Jr., Celso A. A. Kaestner
An Analysis of Sentence Boundary Detection Systems for English and Portuguese Documents. CICLing (2004)

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Publication Activity (10 Years)

Top Topics

Top Venues

Carlos Nascimento Silla Jr.