Carlos N. Silla

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Music Information Retrieval

Programming Skills

Genre Classification

Computer Science

Top Venues

Multim. Tools Appl.

Publications

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 (2024)
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)
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)
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)
Diogo Steinke Deconto, Erick Luiz Fontoura Valenga, Carlos N. Silla
Automatic Music Score Difficulty Classification. IWSSIP (2023)
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)
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)
João G. Vitório, Carlos N. Silla
Music Recommendation System for Shared Environments. IWSSIP (2023)
Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos N. Silla, Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
A multimodal approach for multi-label movie genre classification. Multim. Tools Appl. 81 (14) (2022)
Carlos N. Silla
Teaching Entrepreneurship for Computer Science and Engineering Students Using Active Learning Pedagogical Strategies. FIE (2021)
Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos N. Silla
Handling imbalance in hierarchical classification problems using local classifiers approaches. Data Min. Knowl. Discov. 35 (4) (2021)
Fábio K. H. De Barros, André L. Jeller Selleti, Vinícius A. P. Queiroz, Rodolfo Miranda Pereira, Carlos N. Silla
Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario. BIBE (2021)
Glaucio 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)
André L. Jeller Selleti, Carlos N. Silla
An Analysis of Feature Selection Techniques For COVID-19 Detection on Chest X-Ray Data. BIBE (2021)
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) (2020)
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) (2020)
Leonardo Gabiato Catharin, Rafael P. Ribeiro, Carlos N. Silla, Yandre M. G. Costa, Valéria Delisandra Feltrim
Multimodal Classification of Emotions in Latin Music. ISM (2020)
Davi Bernardo Silva, Carlos N. Silla
Evaluation of students programming skills on a computer programming course with a hierarchical clustering algorithm. FIE (2020)
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)
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)
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)
Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP (2019)
Carlos N. Silla, Andre L. Przybysz, Andriano Rivolli, Thayna Gimenez, Carolina Barroso, Jessika Machado
Girls, Music and Computer Science. FIE (2018)
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)
Diego Guarnieri Correa, Fabrício Enembreck, Carlos N. Silla
An investigation of the hoeffding adaptive tree for the problem of network intrusion detection. IJCNN (2017)
Lucas Martiniano, Carlos N. Silla
BIRITS: A Music Information Retrieval System Using Query-by-Playing Techniques. ICTAI (2017)
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)
Denilson F. 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)