| 2024 | FIE | Interdisciplinary Project-Based Learning: An Experience with Digital Games and Music Production Students. | Cludio Carvilhe, Glucio H. M. Moro, Anderson Vermonde, Jose G. Noronha Filho, Carlos N. Silla |
| 2023 | FIE | Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference. | Isabela M. Montingelli, Andreia Malucelli, Sheila S. Reinehr, Carlos N. Silla |
| 2023 | FIE | Learning Game Programming Through Narrative, Sound Effects, and Music in Text-Based Games: A Creative Approach to Digital Game Education. | Glucio H. M. Moro, Cludio Carvilhe, Bruno C. de Paula, Carlos N. Silla |
| 2021 | BIBE | Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario. | Fbio K. H. de Barros, Andr L. Jeller Selleti, Vincius A. P. Queiroz, Rodolfo Miranda Pereira, Carlos N. Silla |
| 2021 | BIBE | An Analysis of Feature Selection Techniques For COVID-19 Detection on Chest X-Ray Data. | Andr L. Jeller Selleti, Carlos N. Silla |
| 2021 | FIE | Using Discord as an Extension of the Emergency Remote Teaching Classroom during the COVID-19 pandemic. | Glucio H. M. Moro, Anderson Vermonde, Artur Mittelbach, Breno Azevedo, Bruno Campagnolo, Cludio Carvilhe, Jose G. Noronha Filho, Mauricio Perin, Carlos N. Silla |
| 2021 | FIE | Teaching Entrepreneurship for Computer Science and Engineering Students Using Active Learning Pedagogical Strategies. | Carlos N. Silla |
| 2020 | FIE | Evaluation of students programming skills on a computer programming course with a hierarchical clustering algorithm. | Davi Bernardo Silva, Carlos N. Silla |
| 2020 | ISM | Multimodal Classification of Emotions in Latin Music. | Leonardo Gabiato Catharin, Rafael P. Ribeiro, Carlos N. Silla, Yandre M. G. Costa, Valria Delisandra Feltrim |
| 2019 | FIE | Recent Studies About Teaching Algorithms (CS1) and Data Structures (CS2) for Computer Science Students. | Davi Bernardo Silva, Rafael de Lima Aguiar, Diogo Steinke Dvconlo, Carlos N. Silla |
| 2019 | IJCNN | Representation Learning vs. Handcrafted Features for Music Genre Classification. | Rodolfo Miranda Pereira, Yandre M. G. Costa, Rafael de Lima Aguiar, Alceu S. Britto Jr., Luiz E. S. Oliveira, Carlos N. Silla |
| 2019 | ICTAI | Multi-label Emotion Classification in Music Videos Using Ensembles of Audio and Video Features. | Bruno Kostiuk, Yandre M. G. Costa, Alceu de Souza Britto Jr., Xiao Hu, Carlos N. Silla |
| 2018 | FIE | Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers. | Rodolfo Miranda Pereira, Felippe Fernandes da Silva, Carlos N. Silla |
| 2018 | FIE | Girls, Music and Computer Science. | Carlos N. Silla, Andre L. Przybysz, Andriano Rivolli, Thayna Gimenez, Carolina Barroso, Jessika Machado |
| 2017 | IJCNN | An investigation of the hoeffding adaptive tree for the problem of network intrusion detection. | Diego Guarnieri Correa, Fabrcio Enembreck, Carlos N. Silla |
| 2017 | ICTAI | BIRITS: A Music Information Retrieval System Using Query-by-Playing Techniques. | Lucas Martiniano, Carlos N. Silla |