Carlos Nascimento Silla Jr.

49 papers A* 1A 1B 11C 9Misc 2Journal 17Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Disability Racer: A Digital Game for Raising Awareness of Ophthalmological: Related Issues. CSEDU (1) Luiz V. Leão, Douglas C. de Souza, Tiago J. D. Souza, Artur G. Hauache, Eduardo W. Stival, Carlos Nascimento Silla Jr.
2024	—	`conf`	Teaching Introductory Game Audio to Undergraduate Students Using a Novel Digital Game Template. CSEDU (1) Cláudio Carvilhe, Christopher Hernandez, Lucas Adamo, Carlos Nascimento Silla Jr.
2021	J	`jnl`	Toward hierarchical classification of imbalanced data using random resampling algorithms. Inf. Sci. Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
2020	J	`jnl`	A multimodal approach for multi-label movie genre classification. CoRR Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos Nascimento Silla Jr., Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
2020	J	`jnl`	COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. Comput. Methods Programs Biomed. Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
2020	J	`jnl`	COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. CoRR Rodolfo Miranda Pereira, Diego Bertolini, Lucas O. Teixeira, Carlos Nascimento Silla Jr., Yandre M. G. Costa
2020	J	`jnl`	MLTL: A multi-label approach for the Tomek Link undersampling algorithm. Neurocomputing Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
2018	Misc	`conf`	A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms. FLAIRS Vinicius D. Valerio, Rodolfo Miranda Pereira, Yandre M. G. Costa, Diego Bertolini, Carlos Nascimento Silla Jr.
2018	J	`jnl`	Bird and whale species identification using sound images. IET Comput. Vis. Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr., Ricky L. Brattin, Zhao Zhao
2018	B	`conf`	Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques. ICTAI Rodolfo Miranda Pereira, Yandre Maldonado e Gomes da Costa, Carlos Nascimento Silla Jr.
2018	B	`conf`	Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. IJCNN Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
2017	J	`jnl`	An evaluation of Convolutional Neural Networks for music classification using spectrograms. Appl. Soft Comput. Yandre M. G. Costa, Luiz S. Oliveira, Carlos Nascimento Silla Jr.
2017	J	`jnl`	Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
2017	A	`conf`	Using simplified chords sequences to classify songs genres. ICME Rodolfo Miranda Pereira, Carlos Nascimento Silla Jr.
2016	B	`conf`	An Evaluation of Different Evolutionary Approaches Applied in the Process of Automatic Transcription of Music Scores into Tablatures. ICTAI Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr., Danilo Sipoli Sanches
2016	B	`conf`	Combining Visual and Acoustic Features for Bird Species Classification. ICTAI Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr., Sheryl Brahnam
2016	C	`conf`	Music education meets computer science and engineering education. FIE Carlos Nascimento Silla Jr., Andre L. Przybysz, Wellington V. Leal
2016	C	`conf`	Teaching genetic algorithm-based parameter optimization using Pacman. FIE Carlos Nascimento Silla Jr.
2016	C	`conf`	jOthelloT: A java-based open source Othello framework for artificial intelligence undergraduate classes. FIE Carlos Nascimento Silla Jr., Marcelo Paglioney, Iuri G. P. Mardegany
2015	J	`jnl`	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. Denilson Fagundes Barbosa, Carlos Nascimento Silla Jr., André Yoshiaki Kashiwabara
2015	—	`conf`	Comparative Study of Genetic Algorithm and Ant Colony Optimization Algorithm Performances for the Task of Guitar Tablature Transcription. BRACIS Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr., Danilo Sipoli Sanches
2015	B	`conf`	Latin Music Mood Classification Using Cifras. SMC Andre L. Przybysz, Ricardo Corassa, Carolina L. dos Santos, Carlos Nascimento Silla Jr.
2015	J	`jnl`	The Latin Music Mood Database. EURASIP J. Audio Speech Music. Process. Carolina L. dos Santos, Carlos Nascimento Silla Jr.
2014	C	`conf`	Automatic Segmentation of Audio Signals for Bird Species Identification. ISM Thiago L. F. Evangelista, Thales M. Priolli, Carlos Nascimento Silla Jr., Bruno A. Angelico, Celso A. A. Kaestner
2014	C	`conf`	Nordic Music Genre Classification Using Song Lyrics. NLDB Adriano A. de Lima, Rodrigo M. Nunes, Rafael P. Ribeiro, Carlos Nascimento Silla Jr.
2014	J	`jnl`	The Ethnic Lyrics Fetcher tool. EURASIP J. Audio Speech Music. Process. Rafael P. Ribeiro, Murilo Almeida, Carlos Nascimento Silla Jr.
2013	B	`conf`	An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification. SMC Hanna C. B. Piccoli, Carlos Nascimento Silla Jr., Pedro J. Ponce de León, Antonio Pertusa
2013	J	`jnl`	An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels. Comput. Math. Appl. Helyane Bronoski Borges, Carlos Nascimento Silla Jr., Júlio César Nievola
2013	B	`conf`	Hierarchical Classification of Bird Species Using Their Audio Recorded Songs. SMC Carlos Nascimento Silla Jr., Celso A. A. Kaestner
2011	B	`conf`	A hierarchical approach to represent relational data applied to clustering tasks. IJCNN João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves, Carlos Nascimento Silla Jr.
2011	J	`jnl`	A survey of hierarchical classification across different application domains. Data Min. Knowl. Discov. Carlos Nascimento Silla Jr., Alex Alves Freitas
2011	C	`conf`	Automatic Bird Species Identification for Large Number of Species. ISM Marcelo Teider Lopes, Lucas L. Gioppo, Thiago T. Higushi, Celso A. A. Kaestner, Carlos Nascimento Silla Jr., Alessandro L. Koerich
2011	B	`conf`	Feature set comparison for automatic bird species identification. SMC Marcelo Teider Lopes, Carlos Nascimento Silla Jr., Alessandro Lameiras Koerich, Celso Antônio Alves Kaestner
2011	—	`—`	Novel approaches for hierarchical classification with case studies in protein function prediction. Carlos Nascimento Silla Jr.
2011	J	`jnl`	Selecting different protein representations and classification algorithms in hierarchical protein function prediction. Intell. Data Anal. Carlos Nascimento Silla Jr., Alex Alves Freitas
2010	Misc	`conf`	Improving automatic music genre classification with hybrid content-based feature vectors. SAC Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
2010	J	`jnl`	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. Thomas Lidy, Carlos Nascimento Silla Jr., Olmo Cornelis, Fabien Gouyon, Andreas Rauber, Celso A. A. Kaestner, Alessandro L. Koerich
2009	J	`jnl`	A Feature Selection Approach for Automatic Music Genre Classification. Int. J. Semantic Comput. Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
2009	A*	`conf`	A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein Functions. ICDM Carlos Nascimento Silla Jr., Alex Alves Freitas
2009	B	`conf`	Novel Top-Down Approaches for Hierarchical Classification and Their Application to Automatic Music Genre Classification. SMC Carlos Nascimento Silla Jr., Alex Alves Freitas
2008	J	`jnl`	A Machine Learning Approach to Automatic Music Genre Classification. J. Braz. Comput. Soc. Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
2008	C	`conf`	Feature Selection in Automatic Music Genre Classification. ISM Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
2008	—	`conf`	The Latin Music Database. ISMIR Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner
2007	B	`conf`	Automatic music genre classification using ensemble of classifiers. SMC Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich
2006	C	`conf`	A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese. CICLing Jan Strunk, Carlos Nascimento Silla Jr., Celso A. A. Kaestner
2006	—	`conf`	Time-Space Ensemble Strategies for Automatic Music Genre Classification. IBERAMIA-SBIA Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Alessandro L. Koerich
2004	—	`conf`	A Comparison of Automatic Summarizers of Texts in Brazilian Portuguese. SBIA Lúcia Helena Machado Rino, Thiago Alexandre Salgueiro Pardo, Carlos Nascimento Silla Jr., Celso A. A. Kaestner, Michael Pombo
2004	C	`conf`	An Analysis of Sentence Boundary Detection Systems for English and Portuguese Documents. CICLing Carlos Nascimento Silla Jr., Celso A. A. Kaestner
2004	—	`conf`	Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. IBERAMIA Carlos Nascimento Silla Jr., Gisele L. Pappa, Alex Alves Freitas, Celso A. A. Kaestner