João Carlos Xavier

发表

Investigating the Impact of Similarity Metrics in an Unsupervised-Based Feature Selection Method

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2017, 2017 Brazilian Conference on Intelligent Systems (BRACIS).

Investigating fusion approaches in multi-biometric cancellable recognition

Anne M. P. Canuto, João Carlos Xavier, Fernando Pintro, 2013, Expert Syst. Appl..

A Novel Evolutionary Algorithm for Automated Machine Learning Focusing on Classifier Ensembles

Alex Alves Freitas, João Carlos Xavier, Teresa Bernarda Ludermir, 2018, 2018 7th Brazilian Conference on Intelligent Systems (BRACIS).

An analysis of diversity measures for the dynamic design of ensemble of classifiers

Anne M. P. Canuto, João Carlos Xavier, Jose Augusto S. Lustosa Filho, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Investigating the influence of the choice of the ensemble members in accuracy and diversity of selection-based and fusion-based methods for ensembles

Anne M. P. Canuto, João Carlos Xavier, Marjory C. C. Abreu, 2007, Pattern Recognit. Lett..

Population-based bio-inspired algorithms for cluster ensembles optimization

Anne M. P. Canuto, João Carlos Xavier, Antonino Feitosa Neto, 2018, Natural Computing.

New Approach for Clustering Relational Data Based on Relationship and Attribute Information

Anne M. P. Canuto, João Carlos Xavier, Luiz Marcos Garcia Gonçalves, 2012, ICANN.

Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models

Anne M. P. Canuto, João Carlos Xavier, Araken M. Santos, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

Introducing Affective Agents in Recommendation Systems Based on Relational Data Clustering

André M. C. Campos, Anne M. P. Canuto, João Carlos Xavier, 2011, DEXA.

An unsupervised-based dynamic feature selection for classification tasks

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Cluster Ensembles Optimization Using Coral Reefs Optimization Algorithm

Anne M. P. Canuto, João Carlos Xavier, Huliane M. Silva, 2016, ICANN.

Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods

Anne M. P. Canuto, João Carlos Xavier, Laura Emmanuella A. Santana, 2008, ICANN.

Classifier ensembles and optimization techniques to improve the performance of cancellable fingerprint

Anne M. P. Canuto, Michael C. Fairhurst, João Carlos Xavier, 2011, Int. J. Hybrid Intell. Syst..

An analysis of data distribution in the ClassAge system: An agent-based system for classification tasks

Anne M. P. Canuto, João Carlos Xavier, Marjory C. C. Abreu, 2008, Neurocomputing.

A Distance-Weighted Selection of Unlabelled Instances for Self-training and Co-training Semi-supervised Methods

Anne M. P. Canuto, João Carlos Xavier, Arthur C. Gorgônio, 2020, BRACIS.

Using an Affective Attention Focus for Improving the Reasoning Process and Behavior of Intelligent Agents

André M. C. Campos, Anne M. P. Canuto, João Carlos Xavier, 2011, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology.

A hierarchical approach to represent relational data applied to clustering tasks

Alex Alves Freitas, Anne M. P. Canuto, João Carlos Xavier, 2011, The 2011 International Joint Conference on Neural Networks.

Applying Static and Dynamic Weight Measures in Ensemble Systems

Anne M. P. Canuto, João Carlos Xavier, Raul B. Paradeda, 2008, 2008 10th Brazilian Symposium on Neural Networks.

Characterization measures of ensemble systems using a meta-learning approach

Anne M. P. Canuto, João Carlos Xavier, Regina R. Parente, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Using weighted dynamic classifier selection methods in ensembles with different levels of diversity

Anne M. P. Canuto, João Carlos Xavier, Marjory C. C. Abreu, 2006, Int. J. Hybrid Intell. Syst..

Hybrid Metaheuristics to the Automatic Selection of Features and Members of Classifier Ensembles

Anne M. P. Canuto, João Carlos Xavier, Antonino Feitosa Neto, 2018, Inf..

Applying the Coral Reefs Optimization algorithm to clustering problems

Anne M. P. Canuto, João Carlos Xavier, Inácio G. Medeiros, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Performance and diversity evaluation in hybrid and non-hybrid structures of ensembles

Anne M. P. Canuto, João Carlos Xavier, Marjory C. C. Abreu, 2005, Fifth International Conference on Hybrid Intelligent Systems (HIS'05).

Two Novel Approaches for Automatic Labelling in Semi-Supervised Methods

João Carlos Xavier, Cephas A. S. Barreto, Arthur Costa Gorgônio, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks

André M. C. Campos, Anne M. P. Canuto, João Carlos Xavier, 2006, 2006 Sixth International Conference on Hybrid Intelligent Systems (HIS'06).

Web log data clustering for a multi-agent recommendation system

Alex Alves Freitas, Anne M. P. Canuto, João Carlos Xavier, 2010, 2010 International Conference on Machine Learning and Cybernetics.

Dynamic Feature Selection Based on Clustering Algorithm and Individual Similarity

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2017, ICANN.

Instance Hardness as a Decision Criterion on Dynamic Ensemble Structure

Anne M. P. Canuto, Carine A. Dantas, João Carlos Xavier, 2019, 2019 8th Brazilian Conference on Intelligent Systems (BRACIS).

Evaluating the Dynamicity of Feature and Individual Classifiers Selection in Ensembles of Classifiers

Anne M. P. Canuto, Carine A. Dantas, Rômulo de O. Nunes, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

A comparative analysis of dissimilarity measures for clustering categorical data

Anne M. P. Canuto, João Carlos Xavier, Luiz Marcos Garcia Gonçalves, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).