Helyane Bronoski Borges

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 5

Top Venues

CSEDU (1)

CSEDU (2)

J. Univers. Comput. Sci.

MDAI

Pontifical Catholic University of Paraná, Curitiba, Brazil (PHD)

Education History

Pontifical Catholic University of Paraná, Curitiba, Brazil

PHD

Publications

Raimundo Osvaldo Vieira, Helyane Bronoski Borges
Dimensionality Reduction for Hierarchical Multi-Label Classification: A Systematic Mapping Study. J. Univers. Comput. Sci. 30 (1) (2024)
Yasmin Riemer, Pedro Magnus Pedroso Nogueira, Simone Nasser Matos, Helyane Bronoski Borges
RMT: A Semi-Automated Tool for Refactoring Design Patterns. SBES (2023)
Rafael de Andrade Pereira, Vinicius Schultz Garcia da Luz, Simone Nasser Matos, Rui Pedro Lopes, Helyane Bronoski Borges
A Systematic Mapping of Serious Games for Oral Health. CSEDU (1) (2021)
Vinicius Schultz Garcia da Luz, Ezequiel Gueiber, Simone Nasser Matos, Helyane Bronoski Borges, Guataçara dos Santos Junior, Rui Pedro Lopes
A Systematic Mapping on Machine Learning Algorithms and Gamification Applied to Education. CSEDU (2) (2021)
Thissiany Beatriz Almeida, Helyane Bronoski Borges
An Adaptation of the ML-kNN Algorithm to Predict the Number of Classes in Hierarchical Multi-label Classification. MDAI (2017)
Igor Cataneo Silveira, Helyane Bronoski Borges, Geraldo Ranthum
Image processing of intestinal mucosa. ICAILP (2014)
Helyane Bronoski Borges, Carlos Nascimento Silla Jr., Júlio César Nievola
An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels. Comput. Math. Appl. 66 (10) (2013)
Helyane Bronoski Borges, Júlio C. Nievola
Comparing the dimensionality reduction methods in gene expression databases. Expert Syst. Appl. 39 (12) (2012)
Helyane Bronoski Borges, Júlio C. Nievola
Hierarchical classification using a Competitive Neural Network. ICNC (2012)
Helyane Bronoski Borges, Júlio C. Nievola
Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction. IJCNN (2012)
Helyane Bronoski Borges, Júlio C. Nievola
Dimensionality Reduction in Gene Expression Database through the Random Projection Method. ICMLA (2009)
Helyane Bronoski Borges, Júlio C. Nievola
Feature Selection as a Preprocessing Step for Classification in Gene Expression Data. ISDA (2007)
Helyane Bronoski Borges, Júlio C. Nievola
Gene-finding as an Attribute Selection Task. ACIS-ICIS (2007)
Júlio C. Nievola, Helyane Bronoski Borges
Attribute selection methods comparison for classification of diffuse large B-cell lymphoma. ICMLA (2005)

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Publication Activity (10 Years)

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Helyane Bronoski Borges