An Analysis of Sentence Boundary Detection Systems for English and Portuguese Documents. - Carlos Nascimento Silla Jr.; Celso A. A. Kaestner (CICLing, 2004)

Automatic Text Summarization with Genetic Algorithm-Based Attribute Selection. - Carlos Nascimento Silla Jr.; Gisele L. Pappa; Alex Alves Freitas; Celso A. A. Kaestner (IBERAMIA, 2004)

A Comparison of Automatic Summarizers of Texts in Brazilian Portuguese. - Lucia Helena Machado Rino; Thiago Alexandre Salgueiro Pardo; Carlos Nascimento Silla Jr.; Celso A. A. Kaestner; Michael Pombo (SBIA, 2004)

A Comparative Evaluation of a New Unsupervised Sentence Boundary Detection Approach on Documents in English and Portuguese. - Jan Strunk; Carlos Nascimento Silla Jr.; Celso A. A. Kaestner (CICLing, 2006)

Time-Space Ensemble Strategies for Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Celso A. A. Kaestner; Alessandro L. Koerich (IBERAMIA-SBIA, 2006)

Automatic music genre classification using ensemble of classifiers. - Carlos Nascimento Silla Jr.; Celso A. A. Kaestner; Alessandro L. Koerich (SMC, 2007)

Feature Selection in Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (ISM, 2008)

The Latin Music Database. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (ISMIR, 2008)

A Machine Learning Approach to Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (J. Braz. Comput. Soc., 2008)

A Global-Model Naive Bayes Approach to the Hierarchical Prediction of Protein Functions. - Carlos Nascimento Silla Jr.; Alex Alves Freitas (ICDM, 2009)

Novel Top-Down Approaches for Hierarchical Classification and Their Application to Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Alex Alves Freitas (SMC, 2009)

A Feature Selection Approach for Automatic Music Genre Classification. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (Int. J. Semantic Comput., 2009)

Improving automatic music genre classification with hybrid content-based feature vectors. - Carlos Nascimento Silla Jr.; Alessandro L. Koerich; Celso A. A. Kaestner (SAC, 2010)

On the suitability of state-of-the-art music information retrieval methods for analyzing, categorizing and accessing non-Western and ethnic music collections. - Thomas Lidy; Carlos Nascimento Silla Jr.; Olmo Cornelis; Fabien Gouyon; Andreas Rauber; Celso A. A. Kaestner; Alessandro L. Koerich (Signal Process., 2010)

A hierarchical approach to represent relational data applied to clustering tasks. - João C. Xavier Junior; Anne M. P. Canuto; Alex Alves Freitas; Luiz M. G. Gonçalves; Carlos Nascimento Silla Jr. (IJCNN, 2011)

Automatic Bird Species Identification for Large Number of Species. - Marcelo Teider Lopes; Lucas L. Gioppo; Thiago T. Higushi; Celso A. A. Kaestner; Carlos Nascimento Silla Jr.; Alessandro L. Koerich (ISM, 2011)

Feature set comparison for automatic bird species identification. - Marcelo Teider Lopes; Carlos Nascimento Silla Jr.; Alessandro Lameiras Koerich; Celso Antônio Alves Kaestner (SMC, 2011)

A survey of hierarchical classification across different application domains. - Carlos Nascimento Silla Jr.; Alex Alves Freitas (Data Min. Knowl. Discov., 2011)

Selecting different protein representations and classification algorithms in hierarchical protein function prediction. - Carlos Nascimento Silla Jr.; Alex Alves Freitas (Intell. Data Anal., 2011)

Novel approaches for hierarchical classification with case studies in protein function prediction. - Carlos Nascimento Silla Jr. (2011)

An Evaluation of Symbolic Feature Sets and Their Combination for Music Genre Classification. - Hanna C. B. Piccoli; Carlos Nascimento Silla Jr.; Pedro J. Ponce de León; Antonio Pertusa (SMC, 2013)

Hierarchical Classification of Bird Species Using Their Audio Recorded Songs. - Carlos Nascimento Silla Jr.; Celso A. A. Kaestner (SMC, 2013)

An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels. - Helyane Bronoski Borges; Carlos Nascimento Silla Jr.; Júlio César Nievola (Comput. Math. Appl., 2013)

Automatic Segmentation of Audio Signals for Bird Species Identification. - Thiago L. F. Evangelista; Thales M. Priolli; Carlos Nascimento Silla Jr.; Bruno A. Angelico; Celso A. A. Kaestner (ISM, 2014)

Nordic Music Genre Classification Using Song Lyrics. - Adriano A. de Lima; Rodrigo M. Nunes; Rafael P. Ribeiro; Carlos Nascimento Silla Jr. (NLDB, 2014)

The Ethnic Lyrics Fetcher tool. - Rafael P. Ribeiro; Murilo Almeida; Carlos Nascimento Silla Jr. (EURASIP J. Audio Speech Music. Process., 2014)

Comparative Study of Genetic Algorithm and Ant Colony Optimization Algorithm Performances for the Task of Guitar Tablature Transcription. - Joao Victor Ramos; Andre Stylianos Ramos; Carlos Nascimento Silla Jr.; Danilo Sipoli Sanches (BRACIS, 2015)

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]. - Denilson Fagundes Barbosa; Carlos N. Silla; André Y. Kashiwabara (SBSI, 2015)

Adicionando informações estruturadas ao Bulário Eletrônico da ANVISA [Adding structured information to the ANVISA's "Bulario Eletronico"]. - Joao Vitor F. da Silva; Carlos N. Silla; André Y. Kashiwabara (SBSI, 2015)

Latin Music Mood Classification Using Cifras. - Andre L. Przybysz; Ricardo Corassa; Carolina L. dos Santos; Carlos Nascimento Silla Jr. (SMC, 2015)

The Latin Music Mood Database. - Carolina L. dos Santos; Carlos Nascimento Silla Jr. (EURASIP J. Audio Speech Music. Process., 2015)

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. - Denilson Fagundes Barbosa; Carlos Nascimento Silla Jr.; André Yoshiaki Kashiwabara (Braz. J. Inf. Syst., 2015)

Teaching genetic algorithm-based parameter optimization using Pacman. - Carlos Nascimento Silla Jr. (FIE, 2016)

Music education meets computer science and engineering education. - Carlos Nascimento Silla Jr.; Andre L. Przybysz; Wellington V. Leal (FIE, 2016)

jOthelloT: A java-based open source Othello framework for artificial intelligence undergraduate classes. - Carlos Nascimento Silla Jr.; Marcelo Paglioney; Iuri G. P. Mardegany (FIE, 2016)

Combining Visual and Acoustic Features for Bird Species Classification. - Loris Nanni; Yandre M. G. Costa; Diego Rafael Lucio; Carlos Nascimento Silla Jr.; Sheryl Brahnam (ICTAI, 2016)

An Evaluation of Different Evolutionary Approaches Applied in the Process of Automatic Transcription of Music Scores into Tablatures. - Joao Victor Ramos; Andre Stylianos Ramos; Carlos Nascimento Silla Jr.; Danilo Sipoli Sanches (ICTAI, 2016)

Using simplified chords sequences to classify songs genres. - Rodolfo Miranda Pereira; Carlos Nascimento Silla Jr. (ICME, 2017)

BIRITS: A Music Information Retrieval System Using Query-by-Playing Techniques. - Lucas Martiniano; Carlos N. Silla (ICTAI, 2017)

An investigation of the hoeffding adaptive tree for the problem of network intrusion detection. - Diego Guarnieri Correa; Fabrício Enembreck; Carlos N. Silla (IJCNN, 2017)

An evaluation of Convolutional Neural Networks for music classification using spectrograms. - Yandre M. G. Costa; Luiz S. Oliveira; Carlos Nascimento Silla Jr. (Appl. Soft Comput., 2017)

Combining visual and acoustic features for audio classification tasks. - Loris Nanni; Yandre M. G. Costa; Diego Rafael Lucio; Carlos Nascimento Silla Jr.; Sheryl Brahnam (Pattern Recognit. Lett., 2017)

Teaching Algorithms for Visually Impaired and Blind Students using Physical Flowcharts and Screen Readers. - Rodolfo Miranda Pereira; Felippe Fernandes da Silva; Carlos N. Silla (FIE, 2018)

Girls, Music and Computer Science. - Carlos N. Silla; Andre L. Przybysz; Andriano Rivolli; Thayna Gimenez; Carolina Barroso; Jessika Machado (FIE, 2018)

A Resampling Approach for Imbalanceness on Music Genre Classification using Spectrograms. - Vinicius D. Valerio; Rodolfo Miranda Pereira; Yandre M. G. Costa; Diego Bertolini; Carlos Nascimento Silla Jr. (FLAIRS, 2018)

Dealing with Imbalanceness in Hierarchical Multi-Label Datasets Using Multi-Label Resampling Techniques. - Rodolfo Miranda Pereira; Yandre Maldonado e Gomes da Costa; Carlos Nascimento Silla Jr. (ICTAI, 2018)

Exploring Data Augmentation to Improve Music Genre Classification with ConvNets. - Rafael de Lima Aguiar; Yandre M. G. Costa; Carlos Nascimento Silla Jr. (IJCNN, 2018)

Bird and whale species identification using sound images. - Loris Nanni; Rafael de Lima Aguiar; Yandre M. G. Costa; Sheryl Brahnam; Carlos Nascimento Silla Jr.; Ricky L. Brattin; Zhao Zhao (IET Comput. Vis., 2018)

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 (FIE, 2019)

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 (ICTAI, 2019)

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 (IJCNN, 2019)

Identification of Infants' Cry Motivation Using Spectrograms. - Gustavo Zanoni Felipe; Rafael de Lima Aguiar; Yandre M. G. Costa; Carlos N. Silla; Sheryl Brahnam; Loris Nanni; Shannon McMurtrey (IWSSIP, 2019)

Evaluation of students programming skills on a computer programming course with a hierarchical clustering algorithm. - Davi Bernardo Silva; Carlos N. Silla (FIE, 2020)

Multimodal Classification of Emotions in Latin Music. - Leonardo Gabiato Catharin; Rafael P. Ribeiro; Carlos N. Silla; Yandre M. G. Costa; Valéria Delisandra Feltrim (ISM, 2020)

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios. - Rodolfo Miranda Pereira; Diego Bertolini; Lucas O. Teixeira; Carlos Nascimento Silla Jr.; Yandre M. G. Costa (Comput. Methods Programs Biomed., 2020)

Ensemble of convolutional neural networks to improve animal audio classification. - Loris Nanni; Yandre M. G. Costa; Rafael de Lima Aguiar; Rafael B. Mangolin; Sheryl Brahnam; Carlos N. Silla (EURASIP J. Audio Speech Music. Process., 2020)

MLTL: A multi-label approach for the Tomek Link undersampling algorithm. - Rodolfo Miranda Pereira; Yandre M. G. Costa; Carlos Nascimento Silla Jr. (Neurocomputing, 2020)

OMR metrics and evaluation: a systematic review. - Luciano Mengarelli; Bruno Kostiuk; João G. Vitório; Maicon A. Tibola; William Wolff; Carlos N. Silla (Multim. Tools Appl., 2020)

Analyzing the Impact of Resampling Approaches on Chest X-Ray Images for COVID-19 Identification in a Local Hierarchical Classification Scenario. - Fábio K. H. de Barros; André L. Jeller Selleti; Vinícius A. P. Queiroz; Rodolfo Miranda Pereira; Carlos N. Silla (BIBE, 2021)

An Analysis of Feature Selection Techniques For COVID-19 Detection on Chest X-Ray Data. - André L. Jeller Selleti; Carlos N. Silla (BIBE, 2021)

Using Discord as an Extension of the Emergency Remote Teaching Classroom during the COVID-19 pandemic. - Gláucio H. M. Moro; Anderson Vermonde; Artur Mittelbach; Breno Azevedo; Bruno Campagnolo; Cláudio Carvilhe; Jose G. Noronha Filho; Mauricio Perin; Carlos N. Silla (FIE, 2021)

Teaching Entrepreneurship for Computer Science and Engineering Students Using Active Learning Pedagogical Strategies. - Carlos N. Silla (FIE, 2021)

Handling imbalance in hierarchical classification problems using local classifiers approaches. - Rodolfo Miranda Pereira; Yandre M. G. Costa; Carlos N. Silla (Data Min. Knowl. Discov., 2021)

Toward hierarchical classification of imbalanced data using random resampling algorithms. - Rodolfo Miranda Pereira; Yandre M. G. Costa; Carlos Nascimento Silla Jr. (Inf. Sci., 2021)

A multimodal approach for multi-label movie genre classification. - Rafael B. Mangolin; Rodolfo Miranda Pereira; Alceu S. Britto Jr.; Carlos N. Silla; Valéria Delisandra Feltrim; Diego Bertolini; Yandre M. G. Costa (Multim. Tools Appl., 2022)

Bringing More Girls to STEM: Initiatives within the Frontiers in Education Conference. - Isabela M. Montingelli; Andreia Malucelli; Sheila S. Reinehr; Carlos N. Silla (FIE, 2023)

Learning Game Programming Through Narrative, Sound Effects, and Music in Text-Based Games: A Creative Approach to Digital Game Education. - Gláucio H. M. Moro; Cláudio Carvilhe; Bruno C. de Paula; Carlos N. Silla (FIE, 2023)

Automatic Music Score Difficulty Classification. - Diogo Steinke Deconto; Erick Luiz Fontoura Valenga; Carlos N. Silla (IWSSIP, 2023)

An Investigation of Different Positive and Negative Training Policies for the Task of Hierarchical Music Genre Classification. - Cinthya Oestreich Silva; Renato Tateiwa Suguiy; Carlos N. Silla (IWSSIP, 2023)

Automatic Classification of Infant's Cry Using Data Balancing and Hierarchical Classification Techniques. - Matheus H. C. Sudul; Rafael de Lima Aguiar; Yandre M. G. Costa; Sheryl Brahnam; Shannon McMurtrey; Loris Nanni; Carlos N. Silla (IWSSIP, 2023)

Multi-Modal Music Mood Classification with Dynamic Classifier Selection. - João G. Vitório; Alceu de Souza Britto Junior; Yandre M. G. Costa; Carlos N. Silla (IWSSIP, 2023)

Music Recommendation System for Shared Environments. - João G. Vitório; Carlos N. Silla (IWSSIP, 2023)

Teaching Introductory Game Audio to Undergraduate Students Using a Novel Digital Game Template. - Cláudio Carvilhe; Christopher Hernandez; Lucas Adamo; Carlos Nascimento Silla Jr. (CSEDU (1), 2024)

Disability Racer: A Digital Game for Raising Awareness of Ophthalmological: Related Issues. - Luiz V. Leão; Douglas C. de Souza; Tiago J. D. Souza; Artur G. Hauache; Eduardo W. Stival; Carlos Nascimento Silla Jr. (CSEDU (1), 2024)

Interdisciplinary Project-Based Learning: An Experience with Digital Games and Music Production Students. - Cláudio Carvilhe; Gláucio H. M. Moro; Anderson Vermonde; Jose G. Noronha Filho; Carlos N. Silla (FIE, 2024)

A Clustering-Based Computational Model to Group Students With Similar Programming Skills From Automatic Source Code Analysis Using Novel Features. - Davi Bernardo Silva; Deborah Ribeiro Carvalho; Carlos N. Silla (IEEE Trans. Learn. Technol., 2024)

Perception System for Autonomous Vehicles: Object Detection, Motion Tracking, and Future Position Prediction. - Gustavo Andreas Günther; Pedro Henrique Almeida da Cruz; João Pedro Barcelos de Assis; Carlos N. Silla; Marcelo Eduardo Pellenz; Marco Antônio Simões Teixeira (ICIT, 2025)