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ORCIDHelyane Bronoski Borges
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2020 – today
- 2024
[j3]Raimundo Osvaldo Vieira
, Helyane Bronoski Borges:
Dimensionality Reduction for Hierarchical Multi-Label Classification: A Systematic Mapping Study. J. Univers. Comput. Sci. 30(1): 130-150 (2024)- 2023
- [c11]Yasmin Riemer, Pedro Magnus Pedroso Nogueira, Simone Nasser Matos, Helyane Bronoski Borges:
RMT: A Semi-Automated Tool for Refactoring Design Patterns. SBES 2023: 77-82 - 2021
- [c10]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: 353-361 - [c9]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: 400-407
2010 – 2019
- 2017
- [c8]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: 77-88 - 2014
- [c7]Igor Cataneo Silveira, Helyane Bronoski Borges, Geraldo Ranthum:
Image processing of intestinal mucosa. ICAILP 2014: 152-155 - 2013
- [j2]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): 1991-2002 (2013) - 2012
- [b1]Helyane Bronoski Borges:
Classificador hierárquico multirrótulo usando uma rede neural competitiva. Pontifical Catholic University of Paraná, Curitiba, Brazil, 2012 - [j1]Helyane Bronoski Borges, Júlio C. Nievola:
Comparing the dimensionality reduction methods in gene expression databases. Expert Syst. Appl. 39(12): 10780-10795 (2012) - [c6]Helyane Bronoski Borges, Júlio C. Nievola:
Hierarchical classification using a Competitive Neural Network. ICNC 2012: 172-177 - [c5]Helyane Bronoski Borges, Júlio C. Nievola:
Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction. IJCNN 2012: 1-8
2000 – 2009
- 2009
- [c4]Helyane Bronoski Borges, Júlio C. Nievola:
Dimensionality Reduction in Gene Expression Database through the Random Projection Method. ICMLA 2009: 557-562 - [p1]Helyane Bronoski Borges, Júlio C. Nievola:
Gene Selection from Microarray Data. Intelligent Text Categorization and Clustering 2009: 1-23 - 2007
- [c3]Helyane Bronoski Borges, Júlio C. Nievola:
Gene-finding as an Attribute Selection Task. ACIS-ICIS 2007: 537-542 - [c2]Helyane Bronoski Borges, Júlio C. Nievola:
Feature Selection as a Preprocessing Step for Classification in Gene Expression Data. ISDA 2007: 157-162 - 2005
- [c1]Júlio C. Nievola, Helyane Bronoski Borges:
Attribute selection methods comparison for classification of diffuse large B-cell lymphoma. ICMLA 2005
Coauthor Index
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