João Carlos Xavier Jr.
Orcid: 0000-0003-1517-2211
According to our database1,
João Carlos Xavier Jr.
authored at least 43 papers
between 2005 and 2022.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2022
Applying Efficient Selection Techniques of Unlabeled Instances for Wrapper-Based Semi-Supervised Methods.
IEEE Access, 2022
An exploratory analysis of a dynamic ensemble structure using an automatic decision process.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
A study of model and hyper-parameter selection strategies for classifier ensembles: a robust analysis on different optimization algorithms and extended results.
Nat. Comput., 2021
Automatic Recommendation Method for Classifier Ensemble Structure Using Meta-Learning.
IEEE Access, 2021
2020
An evolutionary algorithm for automated machine learning focusing on classifier ensembles: An improved algorithm and extended results.
Theor. Comput. Sci., 2020
Nat. Comput., 2020
Knowl. Inf. Syst., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
An Investigation of Dynamic Feature Selection Methods Applied to Classifier Ensembles.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020
2019
A Comparative Study on Automatic Model and Hyper-Parameter Selection in Classifier Ensembles.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
2018
Hybrid Metaheuristics to the Automatic Selection of Features and Members of Classifier Ensembles.
Inf., 2018
Using Meta-learning in the Selection of the Combination Method of a Classifier Ensemble.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
A Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier Ensembles.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
A multi-agent metaheuristic hybridization to the automatic design of ensemble systems.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017
Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method.
Proceedings of the 2017 Brazilian Conference on Intelligent Systems, 2017
2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016
2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2013
Expert Syst. Appl., 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
2012
New Approach for Clustering Relational Data Based on Relationship and Attribute Information.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
2011
Classifier ensembles and optimization techniques to improve the performance of cancellable fingerprint.
Int. J. Hybrid Intell. Syst., 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Using an Affective Attention Focus for Improving the Reasoning Process and Behavior of Intelligent Agents.
Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011
Introducing Affective Agents in Recommendation Systems Based on Relational Data Clustering.
Proceedings of the Database and Expert Systems Applications, 2011
2010
Int. J. Bifurc. Chaos, 2010
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010
2008
An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks.
Neurocomputing, 2008
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods.
Proceedings of the Artificial Neural Networks, 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection-based and fusion-based methods for ensembles.
Pattern Recognit. Lett., 2007
2006
Using weighted dynamic classifier selection methods in ensembles with different levels of diversity.
Int. J. Hybrid Intell. Syst., 2006
A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006
2005
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005