Carlos N. Silla

30 papers B 4C 12Journal 5Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Perception System for Autonomous Vehicles: Object Detection, Motion Tracking, and Future Position Prediction. ICIT Gustavo Andreas Günther, Pedro Henrique Almeida da Cruz, João Pedro Barcelos de Assis, Carlos N. Silla, Marcelo Eduardo Pellenz, Marco Antônio Simões Teixeira
2024	J	`jnl`	A Clustering-Based Computational Model to Group Students With Similar Programming Skills From Automatic Source Code Analysis Using Novel Features. IEEE Trans. Learn. Technol. Davi Bernardo Silva, Deborah Ribeiro Carvalho, Carlos N. Silla
2024	C	`conf`	Interdisciplinary Project-Based Learning: An Experience with Digital Games and Music Production Students. FIE Cláudio Carvilhe, Gláucio H. M. Moro, Anderson Vermonde, Jose G. Noronha Filho, Carlos N. Silla
2023	—	`conf`	An Investigation of Different Positive and Negative Training Policies for the Task of Hierarchical Music Genre Classification. IWSSIP Cinthya Oestreich Silva, Renato Tateiwa Suguiy, Carlos N. Silla
2023	—	`conf`	Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. IWSSIP Matheus H. C. Sudul, Rafael de Lima Aguiar, Yandre M. G. Costa, Sheryl Brahnam, Shannon McMurtrey, Loris Nanni, Carlos N. Silla
2023	—	`conf`	Automatic Music Score Difficulty Classification. IWSSIP Diogo Steinke Deconto, Erick Luiz Fontoura Valenga, Carlos N. Silla
2023	C	`conf`	Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference. FIE Isabela M. Montingelli, Andreia Malucelli, Sheila S. Reinehr, Carlos N. Silla
2023	C	`conf`	Learning Game Programming Through Narrative, Sound Effects, and Music in Text-Based Games: A Creative Approach to Digital Game Education. FIE Gláucio H. M. Moro, Cláudio Carvilhe, Bruno C. de Paula, Carlos N. Silla
2023	—	`conf`	Multi-Modal Music Mood Classification with Dynamic Classifier Selection. IWSSIP João G. Vitório, Alceu de Souza Britto Junior, Yandre M. G. Costa, Carlos N. Silla
2023	—	`conf`	Music Recommendation System for Shared Environments. IWSSIP João G. Vitório, Carlos N. Silla
2022	J	`jnl`	A multimodal approach for multi-label movie genre classification. Multim. Tools Appl. Rafael B. Mangolin, Rodolfo Miranda Pereira, Alceu S. Britto Jr., Carlos N. Silla, Valéria Delisandra Feltrim, Diego Bertolini, Yandre M. G. Costa
2021	C	`conf`	An Analysis of Feature Selection Techniques For COVID-19 Detection on Chest X-Ray Data. BIBE André L. Jeller Selleti, Carlos N. Silla
2021	C	`conf`	Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario. BIBE Fábio K. H. de Barros, André L. Jeller Selleti, Vinícius A. P. Queiroz, Rodolfo Miranda Pereira, Carlos N. Silla
2021	J	`jnl`	Handling imbalance in hierarchical classification problems using local classifiers approaches. Data Min. Knowl. Discov. Rodolfo Miranda Pereira, Yandre M. G. Costa, Carlos N. Silla
2021	C	`conf`	Teaching Entrepreneurship for Computer Science and Engineering Students Using Active Learning Pedagogical Strategies. FIE Carlos N. Silla
2021	C	`conf`	Using Discord as an Extension of the Emergency Remote Teaching Classroom during the COVID-19 pandemic. FIE Gláucio H. M. Moro, Anderson Vermonde, Artur Mittelbach, Breno Azevedo, Bruno Campagnolo, Cláudio Carvilhe, Jose G. Noronha Filho, Mauricio Perin, Carlos N. Silla
2020	J	`jnl`	Ensemble of convolutional neural networks to improve animal audio classification. EURASIP J. Audio Speech Music. Process. Loris Nanni, Yandre M. G. Costa, Rafael de Lima Aguiar, Rafael B. Mangolin, Sheryl Brahnam, Carlos N. Silla
2020	C	`conf`	Evaluation of students programming skills on a computer programming course with a hierarchical clustering algorithm. FIE Davi Bernardo Silva, Carlos N. Silla
2020	C	`conf`	Multimodal Classification of Emotions in Latin Music. ISM Leonardo Gabiato Catharin, Rafael P. Ribeiro, Carlos N. Silla, Yandre M. G. Costa, Valéria Delisandra Feltrim
2020	J	`jnl`	OMR metrics and evaluation: a systematic review. Multim. Tools Appl. Luciano Mengarelli, Bruno Kostiuk, João G. Vitório, Maicon A. Tibola, William Wolff, Carlos N. Silla
2019	—	`conf`	Identification of Infants' Cry Motivation Using Spectrograms. IWSSIP Gustavo Zanoni Felipe, Rafael de Lima Aguiar, Yandre M. G. Costa, Carlos N. Silla, Sheryl Brahnam, Loris Nanni, Shannon McMurtrey
2019	B	`conf`	Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. ICTAI Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla
2019	C	`conf`	Recent Studies About Teaching Algorithms (CS1) and Data Structures (CS2) for Computer Science Students. FIE Davi Bernardo Silva, Rafael de Lima Aguiar, Diogo Steinke Dvconlo, Carlos N. Silla
2019	B	`conf`	Representation Learning vs. Handcrafted Features for Music Genre Classification. IJCNN Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla
2018	C	`conf`	Girls, Music and Computer Science. FIE Carlos N. Silla, Andre L. Przybysz, Andriano Rivolli, Thayna Gimenez, Carolina Barroso, Jessika Machado
2018	C	`conf`	Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers. FIE Rodolfo Miranda Pereira, Felippe Fernandes da Silva, Carlos N. Silla
2017	B	`conf`	An investigation of the hoeffding adaptive tree for the problem of network intrusion detection. IJCNN Diego Guarnieri Correa, Fabrício Enembreck, Carlos N. Silla
2017	B	`conf`	BIRITS: A Music Information Retrieval System Using Query-by-Playing Techniques. ICTAI Lucas Martiniano, Carlos N. Silla
2015	—	`conf`	Adicionando informações estruturadas ao Bulário Eletrônico da ANVISA [Adding structured information to the ANVISA's "Bulario Eletronico"]. SBSI Joao Vitor F. da Silva, Carlos N. Silla, André Y. Kashiwabara
2015	—	`conf`	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 Denilson Fagundes Barbosa, Carlos N. Silla, André Y. Kashiwabara