default search action
Carlos Nascimento Silla Jr.
Carlos N. Silla
Person information
- affiliation: Pontifical Catholic University of Paraná, Brazil
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
- [j20]Davi Bernardo Silva, Deborah Ribeiro Carvalho, Carlos N. Silla
:
A Clustering-Based Computational Model to Group Students With Similar Programming Skills From Automatic Source Code Analysis Using Novel Features. IEEE Trans. Learn. Technol. 17: 428-444 (2024) - [c54]Cláudio Carvilhe, Christopher Hernandez, Lucas Adamo, Carlos Nascimento Silla Jr.:
Teaching Introductory Game Audio to Undergraduate Students Using a Novel Digital Game Template. CSEDU (1) 2024: 178-189 - [c53]Luiz V. Leão, Douglas C. de Souza, Tiago J. D. Souza, Artur G. Hauache, Eduardo W. Stival, Carlos Nascimento Silla Jr.:
Disability Racer: A Digital Game for Raising Awareness of Ophthalmological: Related Issues. CSEDU (1) 2024: 190-201 - 2023
- [c52]Isabela M. Montingelli, Andreia Malucelli, Sheila S. Reinehr, Carlos N. Silla
Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference. FIE 2023: 1-8 - [c51]Gláucio H. M. Moro, Cláudio Carvilhe, Bruno C. de Paula, Carlos N. Silla
Learning Game Programming Through Narrative, Sound Effects, and Music in Text-Based Games: A Creative Approach to Digital Game Education. FIE 2023: 1-8 - [c50]Diogo Steinke Deconto, Erick Luiz Fontoura Valenga, Carlos N. Silla
Automatic Music Score Difficulty Classification. IWSSIP 2023: 1-5 - [c49]Cinthya Oestreich Silva, Renato Tateiwa Suguiy, Carlos N. Silla
An Investigation of Different Positive and Negative Training Policies for the Task of Hierarchical Music Genre Classification. IWSSIP 2023: 1-5 - [c48]Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP 2023: 1-5 - [c47]João G. Vitório, Alceu de Souza Britto Junior, Yandre M. G. Costa, Carlos N. Silla
Multi-Modal Music Mood Classification with Dynamic Classifier Selection. IWSSIP 2023: 1-5 - [c46]João G. Vitório, Carlos N. Silla
Music Recommendation System for Shared Environments. IWSSIP 2023: 1-5 - 2022
- [j19]Rafael B. Mangolin
A multimodal approach for multi-label movie genre classification. Multim. Tools Appl. 81(14): 19071-19096 (2022) - 2021
- [j18]Rodolfo Miranda Pereira
Handling imbalance in hierarchical classification problems using local classifiers approaches. Data Min. Knowl. Discov. 35(4): 1564-1621 (2021) - [j17]Rodolfo Miranda Pereira
Toward hierarchical classification of imbalanced data using random resampling algorithms. Inf. Sci. 578: 344-363 (2021) - [c45]Fábio K. H. de Barros, André L. Jeller Selleti, Vinícius A. P. Queiroz
Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario. BIBE 2021: 1-6 - [c44]André L. Jeller Selleti, Carlos N. Silla
An Analysis of Feature Selection Techniques For COVID-19 Detection on Chest X-Ray Data. BIBE 2021: 1-6 - [c43]Gláucio H. M. Moro, Anderson Vermonde, Artur Mittelbach, Breno Azevedo, Bruno Campagnolo, Cláudio Carvilhe, Jose G. Noronha Filho, Mauricio Perin, Carlos N. Silla
Using Discord as an Extension of the Emergency Remote Teaching Classroom during the COVID-19 pandemic. FIE 2021: 1-9 - [c42]Carlos N. Silla
Teaching Entrepreneurship for Computer Science and Engineering Students Using Active Learning Pedagogical Strategies. FIE 2021: 1-6 - 2020
- [j16]Rodolfo Miranda Pereira
COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. Comput. Methods Programs Biomed. 194: 105532 (2020) - [j15]Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. 2020(1): 8 (2020) - [j14]Rodolfo Miranda Pereira
MLTL: A multi-label approach for the Tomek Link undersampling algorithm. Neurocomputing 383: 95-105 (2020) - [j13]Luciano Mengarelli, Bruno Kostiuk, João G. Vitório, Maicon A. Tibola, William Wolff, Carlos N. Silla
OMR metrics and evaluation: a systematic review. Multim. Tools Appl. 79(9-10): 6383-6408 (2020) - [c41]Davi Bernardo Silva, Carlos N. Silla
Evaluation of students programming skills on a computer programming course with a hierarchical clustering algorithm. FIE 2020: 1-9 - [c40]Leonardo Gabiato Catharin, Rafael P. Ribeiro, Carlos N. Silla
Multimodal Classification of Emotions in Latin Music. ISM 2020: 173-180 - [i2]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 abs/2004.05835 (2020) - [i1]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 abs/2006.00654 (2020)
2010 – 2019
- 2019
- [c39]Davi Bernardo Silva, Rafael de Lima Aguiar, Diogo Steinke Dvconlo, Carlos N. Silla
Recent Studies About Teaching Algorithms (CS1) and Data Structures (CS2) for Computer Science Students. FIE 2019: 1-8 - [c38]Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla
Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. ICTAI 2019: 517-523 - [c37]Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla
Representation Learning vs. Handcrafted Features for Music Genre Classification. IJCNN 2019: 1-8 - [c36]Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla
Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP 2019: 181-186 - 2018
- [j12]Loris Nanni, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Carlos Nascimento Silla Jr.
Bird and whale species identification using sound images. IET Comput. Vis. 12(2): 178-184 (2018) - [c35]Rodolfo Miranda Pereira, Felippe Fernandes da Silva, Carlos N. Silla
Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers. FIE 2018: 1-9 - [c34]Carlos N. Silla
Girls, Music and Computer Science. FIE 2018: 1-6 - [c33]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 2018: 500-505 - [c32]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: 818-824 - [c31]Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos Nascimento Silla Jr.
Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. IJCNN 2018: 1-8 - 2017
- [j11]Yandre M. G. Costa
An evaluation of Convolutional Neural Networks for music classification using spectrograms. Appl. Soft Comput. 52: 28-38 (2017) - [j10]Loris Nanni, Yandre M. G. Costa
Combining visual and acoustic features for audio classification tasks. Pattern Recognit. Lett. 88: 49-56 (2017) - [c30]Rodolfo Miranda Pereira, Carlos Nascimento Silla Jr.
Using simplified chords sequences to classify songs genres. ICME 2017: 1446-1451 - [c29]Lucas Martiniano
BIRITS: A Music Information Retrieval System Using Query-by-Playing Techniques. ICTAI 2017: 535-542 - [c28]Diego Guarnieri Correa, Fabrício Enembreck
An investigation of the hoeffding adaptive tree for the problem of network intrusion detection. IJCNN 2017: 4065-4072 - 2016
- [c27]Carlos Nascimento Silla Jr.
Teaching genetic algorithm-based parameter optimization using Pacman. FIE 2016: 1-6 - [c26]Carlos Nascimento Silla Jr.
Music education meets computer science and engineering education. FIE 2016: 1-7 - [c25]Carlos Nascimento Silla Jr.
jOthelloT: A java-based open source Othello framework for artificial intelligence undergraduate classes. FIE 2016: 1-7 - [c24]Loris Nanni, Yandre M. G. Costa, Diego Rafael Lucio, Carlos Nascimento Silla Jr.
Combining Visual and Acoustic Features for Bird Species Classification. ICTAI 2016: 396-401 - [c23]Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr.
An Evaluation of Different Evolutionary Approaches Applied in the Process of Automatic Transcription of Music Scores into Tablatures. ICTAI 2016: 663-669 - 2015
- [j9]Carolina L. dos Santos, Carlos Nascimento Silla Jr.
The Latin Music Mood Database. EURASIP J. Audio Speech Music. Process. 2015: 23 (2015) - [j8]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): 5-43 (2015) - [c22]Joao Victor Ramos, Andre Stylianos Ramos, Carlos Nascimento Silla Jr.
Comparative Study of Genetic Algorithm and Ant Colony Optimization Algorithm Performances for the Task of Guitar Tablature Transcription. BRACIS 2015: 228-233 - [c21]Denilson Fagundes Barbosa, Carlos N. Silla, André Y. Kashiwabara:
Aplicação da otimização por colônia de formigas ao problema de múltiplos caixeiros viajantes no atendimento de ordens de serviço nas empresas de distribuição de energia elétrica [Applying a variation of the ant colony optimization algorithm to solve the multiple traveling salesmen problem to route the teams of the electric power distribution companies]. SBSI 2015: 23-30 - [c20]Joao Vitor F. da Silva, Carlos N. Silla, André Y. Kashiwabara:
Adicionando informações estruturadas ao Bulário Eletrônico da ANVISA [Adding structured information to the ANVISA's "Bulario Eletronico"]. SBSI 2015: 517-524 - [c19]Andre L. Przybysz, Ricardo Corassa, Carolina L. dos Santos, Carlos Nascimento Silla Jr.
Latin Music Mood Classification Using Cifras. SMC 2015: 1682-1686 - 2014
- [j7]Rafael P. Ribeiro, Murilo Almeida, Carlos Nascimento Silla Jr.
The Ethnic Lyrics Fetcher tool. EURASIP J. Audio Speech Music. Process. 2014: 27 (2014) - [c18]Thiago L. F. Evangelista, Thales M. Priolli, Carlos Nascimento Silla Jr.
Automatic Segmentation of Audio Signals for Bird Species Identification. ISM 2014: 223-228 - [c17]Adriano A. de Lima, Rodrigo M. Nunes
Nordic Music Genre Classification Using Song Lyrics. NLDB 2014: 89-100 - 2013
- [j6]Helyane Bronoski Borges
An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels. Comput. Math. Appl. 66(10): 1991-2002 (2013) - [c16]Carlos Nascimento Silla Jr.
Hierarchical Classification of Bird Species Using Their Audio Recorded Songs. SMC 2013: 1895-1900 - [c15]Hanna C. B. Piccoli, Carlos Nascimento Silla Jr.
An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification. SMC 2013: 1901-1905 - 2011
- [b1]Carlos Nascimento Silla Jr.:
Novel approaches for hierarchical classification with case studies in protein function prediction. University of Kent, Canterbury, UK, 2011 - [j5]Carlos Nascimento Silla Jr.
A survey of hierarchical classification across different application domains. Data Min. Knowl. Discov. 22(1-2): 31-72 (2011) - [j4]Carlos Nascimento Silla Jr.
Selecting different protein representations and classification algorithms in hierarchical protein function prediction. Intell. Data Anal. 15(6): 979-999 (2011) - [c14]João C. Xavier Junior, Anne M. P. Canuto, Alex Alves Freitas, Luiz M. G. Gonçalves
A hierarchical approach to represent relational data applied to clustering tasks. IJCNN 2011: 3055-3062 - [c13]Marcelo Teider Lopes, Lucas L. Gioppo, Thiago T. Higushi, Celso A. A. Kaestner, Carlos Nascimento Silla Jr.
Automatic Bird Species Identification for Large Number of Species. ISM 2011: 117-122 - [c12]Marcelo Teider Lopes, Carlos Nascimento Silla Jr.
Feature set comparison for automatic bird species identification. SMC 2011: 965-970 - 2010
- [j3]Thomas Lidy, Carlos Nascimento Silla Jr.
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): 1032-1048 (2010) - [c11]Carlos Nascimento Silla Jr.
Improving automatic music genre classification with hybrid content-based feature vectors. SAC 2010: 1702-1707
2000 – 2009
- 2009
- [j2]Carlos Nascimento Silla Jr.
A Feature Selection Approach for Automatic Music Genre Classification. Int. J. Semantic Comput. 3(2): 183-208 (2009) - [c10]Carlos Nascimento Silla Jr.
A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein Functions. ICDM 2009: 992-997 - [c9]Carlos Nascimento Silla Jr.
Novel Top-Down Approaches for Hierarchical Classification and Their Application to Automatic Music Genre Classification. SMC 2009: 3499-3504 - 2008
- [j1]Carlos Nascimento Silla Jr.
A Machine Learning Approach to Automatic Music Genre Classification. J. Braz. Comput. Soc. 14(3): 7-18 (2008) - [c8]Carlos Nascimento Silla Jr.
Feature Selection in Automatic Music Genre Classification. ISM 2008: 39-44 - [c7]Carlos Nascimento Silla Jr., Alessandro L. Koerich, Celso A. A. Kaestner:
The Latin Music Database. ISMIR 2008: 451-456 - 2007
- [c6]Carlos Nascimento Silla Jr.
Automatic music genre classification using ensemble of classifiers. SMC 2007: 1687-1692 - 2006
- [c5]Jan Strunk, Carlos Nascimento Silla Jr.
A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese. CICLing 2006: 132-143 - [c4]Carlos Nascimento Silla Jr.
Time-Space Ensemble Strategies for Automatic Music Genre Classification. IBERAMIA-SBIA 2006: 339-348 - 2004
- [c3]Carlos Nascimento Silla Jr.
An Analysis of Sentence Boundary Detection Systems for English and Portuguese Documents. CICLing 2004: 135-141 - [c2]Carlos Nascimento Silla Jr.
Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. IBERAMIA 2004: 305-314 - [c1]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: 235-244
Coauthor Index
Yandre M. G. Costa
aka: Yandre Maldonado e Gomes da Costa
aka: Yandre Maldonado e Gomes da Costa
Celso A. A. Kaestner
aka: Celso Antônio Alves Kaestner
aka: Celso Antônio Alves Kaestner
Alessandro L. Koerich
aka: Alessandro Lameiras Koerich
aka: Alessandro Lameiras Koerich
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-05 20:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: