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Júlio César Nievola

Observed names: J. C. Nievola, J.C. Nievola, Julio C. Nievola, Julio Cesar Nievola, Julio César Nievola, Julio Nievola, Júlio C. Nievola, Júlio Cesar Nievola, Nievola, Julio Cesar, Nievola, Júlio Cesar, Nievola, Júlio César
ORCID: 0000-0002-2212-4499
Observed ORCID: 0000-0002-2212-4499
OpenAlex ID: A5008799936
Discovering Fuzzy Classification Rules with Genetic Programming and Co-evolution
2001 · Roberto R. F. Mendes, Fabricio B. de Voznika, et al. · Lecture notes in computer science · 111
Genetic Programming for Attribute Construction in Data Mining
2003 · Fernando E. B. Otero, Monique M. S. Silva, et al. · Lecture notes in computer science · 108
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Suicide mortality among youth in southern Brazil: a spatiotemporal evaluation of socioeconomic vulnerability
2019 · Ana C. Alarcão, Cátia M. Dell’ Agnolo, et al. · Brazilian Journal of Psychiatry · 55
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Facial expression recognition using a pairwise feature selection and classification approach
2016 · Marcelo J. Cossetin, Julio C. Nievola, et al. · International Joint Conference on Neural Networks (IJCNN) · 53
Extracting comprehensible rules from neural networks via genetic algorithms
2002 · R.T. Santos, J.C. Nievola, et al. · IEEE Symposium on Combinations of Evolutionary Computation and Neural Networks (ECNN) · 47
Predicting published news effect in the Brazilian stock market
2012 · P.S.M. Nizer, J.C. Nievola · Expert Systems with Applications · 30
Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction
2012 · Helyane Bronoski Borges, Julio Cesar Nievola · International Joint Conference on Neural Networks (IJCNN) · 27
New models for long-term Internet traffic forecasting using artificial neural networks and flow based information
2012 · M. L. F. Miguel, M. C. Penna, et al. · IEEE/IFIP Network Operations and Management Symposium (NOMS) · 22
Mineração de dados e características da mortalidade infantil
2010 · Rossana Cristina Xavier Ferreira Vianna, Claudia Maria Cabral de Barra Moro, et al. · Cadernos de Saúde Pública · 22
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Hierarchical classification of data streams: a systematic literature review
2021 · Eduardo Tieppo, Roger Robson dos Santos, et al. · Artificial Intelligence Review · 20
Combining Process Mining with Trace Clustering: Manufacturing Shop Floor Process - An Applied Case
2017 · Alex Meincheim, Cleiton dos Santos Garcia, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 18
An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels
2013 · Helyane Bronoski Borges, Carlos N. Silla, et al. · Computers & Mathematics with Applications · 18
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An Adaptive Approach for Index Tuning with Learning Classifier Systems on Hybrid Storage Environments
2018 · Wendel Góes Pedrozo, Júlio Cesar Nievola, et al. · Lecture notes in computer science · 17
Pattern recognition for brain-computer interface on disabled subjects using a wavelet transformation
2008 · Thiago Bassani, Julio Cesar Nievola · IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB) · 17
Comparing the dimensionality reduction methods in gene expression databases
2012 · Helyane Bronoski Borges, Júlio Cesar Nievola · Expert Systems with Applications · 16
Abordagem de um problema médico por meio do processo de KDD com ênfase à análise exploratória dos dados
2006 · Maria Teresinha Arns Steiner, Nei Yoshihiro Soma, et al. · Gestão & Produção · 16
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Using Neural Network Rule Extraction for Credit-Risk Evaluation
2006 · María Teresinha Arns Steiner, Pedro José Steiner Neto, et al. · 16
Statistical and Biological Validation Methods in Cluster Analysis of Gene Expression
2007 · Daniele Yumi Sunaga, Julio Cesar Nievola, et al. · International Conference on Machine Learning and Applications · 15
Attribute Selection Methods Comparison for Classification of Diffuse Large B-Cell Lymphoma
2006 · H.B. Borges, J.C. Nievola · International Conference on Machine Learning and Applications · 15
Prediction of the occurrence of leprosy reactions based on Bayesian networks
2023 · Rafael Saraiva de Andrade Rodrigues, Eduardo Ferreira José Heise, et al. · Frontiers in Medicine · 14
Brain-Computer Interface Using Wavelet Transformation and Naïve Bayes Classifier
2009 · Thiago Bassani, Julio Cesar Nievola · Advances in experimental medicine and biology · 14
Improving Data Stream Classification using Incremental Yeo-Johnson Power Transformation
2022 · Eduardo Tieppo, Jean Paul Barddal, et al. · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · 12
Sampling and Digital Filtering Effects When Recognizing Postural Control with Statistical Tools and the Decision Tree Classifier
2017 · Luiz H.F. Giovanini, Simone M. Silva, et al. · Procedia Computer Science · 12
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Extração de regras de classificação a partir de redes neurais para auxílio à tomada de decisão na concessão de crédito bancário
2007 · Maria Teresinha Arns Steiner, Júlio Cesar Nievola, et al. · Pesquisa Operacional · 12
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Hierarchical classification using a Competitive Neural Network
2012 · Helyane Bronoski Borges, Julio Cesar Nievola · International Conference on Natural Computation (ICNC) · 11
Works count: 107
Citation count: 886
H-index: 16
I10-index: 28
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