Attribute selection methods comparison for classification of diffuse large B-cell lymphoma. - Júlio C. Nievola; Helyane Bronoski Borges (ICMLA, 2005)

Gene-finding as an Attribute Selection Task. - Helyane Bronoski Borges; Júlio C. Nievola (ACIS-ICIS, 2007)

Feature Selection as a Preprocessing Step for Classification in Gene Expression Data. - Helyane Bronoski Borges; Júlio C. Nievola (ISDA, 2007)

Dimensionality Reduction in Gene Expression Database through the Random Projection Method. - Helyane Bronoski Borges; Júlio C. Nievola (ICMLA, 2009)

Gene Selection from Microarray Data. - Helyane Bronoski Borges; Júlio C. Nievola (Intelligent Text Categorization and Clustering, 2009)

Hierarchical classification using a Competitive Neural Network. - Helyane Bronoski Borges; Júlio C. Nievola (ICNC, 2012)

Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction. - Helyane Bronoski Borges; Júlio C. Nievola (IJCNN, 2012)

Comparing the dimensionality reduction methods in gene expression databases. - Helyane Bronoski Borges; Júlio C. Nievola (Expert Syst. Appl., 2012)

Classificador hierárquico multirrótulo usando uma rede neural competitiva. - Helyane Bronoski Borges (2012)

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)

Image processing of intestinal mucosa. - Igor Cataneo Silveira; Helyane Bronoski Borges; Geraldo Ranthum (ICAILP, 2014)

An Adaptation of the ML-kNN Algorithm to Predict the Number of Classes in Hierarchical Multi-label Classification. - Thissiany Beatriz Almeida; Helyane Bronoski Borges (MDAI, 2017)

A Systematic Mapping on Machine Learning Algorithms and Gamification Applied to Education. - Vinicius Schultz Garcia da Luz; Ezequiel Gueiber; Simone Nasser Matos; Helyane Bronoski Borges; Guataçara dos Santos Junior; Rui Pedro Lopes (CSEDU (2), 2021)

A Systematic Mapping of Serious Games for Oral Health. - Rafael de Andrade Pereira; Vinicius Schultz Garcia da Luz; Simone Nasser Matos; Rui Pedro Lopes; Helyane Bronoski Borges (CSEDU (1), 2021)

RMT: A Semi-Automated Tool for Refactoring Design Patterns. - Yasmin Riemer; Pedro Magnus Pedroso Nogueira; Simone Nasser Matos; Helyane Bronoski Borges (SBES, 2023)

Desenvolvimento de um jogo educacional utilizando inteligência artificial para o ensino de pessoas com deficiências intelectuais sobre a cadeia produtiva de alimentos. - Pedro Ramos Pereira; Helyane Bronoski Borges; Simone Nasser Matos; Isabel Cristina Torrens (SBGames, 2024)

Dimensionality Reduction for Hierarchical Multi-Label Classification: A Systematic Mapping Study. - Raimundo Osvaldo Vieira; Helyane Bronoski Borges (J. Univers. Comput. Sci., 2024)