Júlio C. Nievola
Orcid: 0000-0002-2212-4499
According to our database1,
Júlio C. Nievola
authored at least 56 papers
between 1999 and 2022.
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Bibliography
2022
Artif. Intell. Rev., 2022
Improving Data Stream Classification using Incremental Yeo-Johnson Power Transformation.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Automatic disease vector mosquitoes identification via hierarchical data stream classification.
Proceedings of the SAC '22: The 37th ACM/SIGAPP Symposium on Applied Computing, Virtual Event, April 25, 2022
Classifying Hierarchical Data Streams using Global Classifiers and Summarization Techniques.
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
<i>BNPA</i>: An R package to learn path analysis input models from a data set semi-automatically using Bayesian networks.
Knowl. Based Syst., 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Classifying Potentially Unbounded Hierarchical Data Streams with Incremental Gaussian Naive Bayes.
Proceedings of the Intelligent Systems - 10th Brazilian Conference, 2021
2019
Proceedings of the Entertainment Computing and Serious Games, 2019
2018
A generalized financial time series forecasting model based on automatic feature engineering using genetic algorithms and support vector machine.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Discriminating Postural Control Behaviors from Posturography with Statistical Tests and Machine Learning Models: Does Time Series Length Matter?
Proceedings of the Computational Science - ICCS 2018, 2018
An Adaptive Approach for Index Tuning with Learning Classifier Systems on Hybrid Storage Environments.
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018
Proceedings of the Thirty-First International Florida Artificial Intelligence Research Society Conference, 2018
Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018
2017
Combining Process Mining with Trace Clustering: Manufacturing Shop Floor Process - An Applied Case.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017
Sampling and Digital Filtering Effects When Recognizing Postural Control with Statistical Tools and the Decision Tree Classifier.
Proceedings of the International Conference on Computational Science, 2017
Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017
Comparative Study of Dimensionality Reduction Methods Using Reliable Features for Multiple Datasets Obtained by rs-fMRI in ADHD Prediction.
Proceedings of the Advances in Artificial Intelligence, 2017
2016
A constructive algorithm for neural networks inspired on decision trees and evolutionary algorithms.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Facial expression recognition using a pairwise feature selection and classification approach.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Dynamic Fuzzy-Neural based tool formonitoring and predicting patients conditions using selected vital signs.
J. Intell. Fuzzy Syst., 2015
Proceedings of the ICEIS 2015, 2015
Using a Genetic Algorithm Approach to Study the Impact of Imbalanced Corpora in Sentiment Analysis.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
Comparison between Decision Tree and Genetic Programming to distinguish healthy from stroke postural sway patterns.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
Proceedings of the Distributed Computing and Artificial Intelligence, 2015
Proceedings of the 15th IEEE International Conference on Bioinformatics and Bioengineering, 2015
2014
Evaluation of the Relevance of Linear and Nonlinear Posturographic Features in the Recognition of Healthy Subjects and Stroke Patients.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014
2013
An evaluation of global-model hierarchical classification algorithms for hierarchical classification problems with single path of labels.
Comput. Math. Appl., 2013
Proceedings of the 2013 IEEE 17th International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2013
2012
Expert Syst. Appl., 2012
Expert Syst. Appl., 2012
New models for long-term Internet traffic forecasting using artificial neural networks and flow based information.
Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012
Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the Eighth International Conference on Natural Computation, 2012
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2012, 2012
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012
2011
A Virtual Catalyst in the Knowledge Acquisition Process.
Proceedings of the 23rd International Conference on Software Engineering & Knowledge Engineering (SEKE'2011), 2011
Proceedings of the Brazilian Symposium on Computing System Engineering, 2011
Multiobjective Optimization of Indexes Obtained by Clustering for Feature Selection Methods Evaluation in Genes Expression Microarrays.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011
Noctua: A tool for Knowledge Acquisition and Collaborative Knowledge Construction with a virtual catalyst.
Proceedings of the 2011 15th International Conference on Computer Supported Cooperative Work in Design, 2011
2009
Proceedings of the Intelligent Text Categorization and Clustering, 2009
Dimensionality Reduction in Gene Expression Database through the Random Projection Method.
Proceedings of the International Conference on Machine Learning and Applications, 2009
2008
Proceedings of the Computer and Information Science [outstanding papers from IEEE/ACIS ICIS/IWEA 2008], 2008
Comparative of data base evolution in rule association algorithms in incremental and conventional way.
Proceedings of the International Joint Conference on Neural Networks, 2008
Pattern recognition for brain-computer interface on disabled subjects using a wavelet transformation.
Proceedings of the 2008 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2008
2007
Feature Selection as a Preprocessing Step for Classification in Gene Expression Data.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Statistical and Biological Validation Methods in Cluster Analysis of Gene Expression.
Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007
Proceedings of the 6th Annual IEEE/ACIS International Conference on Computer and Information Science (ICIS 2007), 2007
2006
Proceedings of the XXI Simpósio Brasileiro de Banco de Dados, 2006
2005
Attribute selection methods comparison for classification of diffuse large B-cell lymphoma.
Proceedings of the Fourth International Conference on Machine Learning and Applications, 2005
2003
Evaluating the Conventional and Class-Modular Architectures Feedforward Neural Network for Handwritten Word Recognition.
Proceedings of the 16th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2003), 2003
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003
2002
Constructing X-of-n Attributes With A Genetic Algorithm.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
2001
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2001
1999
Expert System Object-Oriented Combining Systematic and Heuristic Reasoning.
Proceedings of the 1st International Conference on Enterprise Information Systems, 1999
Tutor Based on Simulation for Trauma Medical Training in Pre-Hospital Care.
Proceedings of the 17th IASTED International Conference on Applied Informatics, 1999