Araken M. Santos

According to our database, Araken M. Santos authored at least 26 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Dynamicity Analysis in the Selection of Classifier Ensembles Parameters.

Jesaías Carvalho Pereira Silva, Anne Magály de Paula Canuto, Araken de Medeiros Santos

Proceedings of the Intelligent Systems - 34th Brazilian Conference, 2024

2023

The Dynamic Selection of Combination Methods in Classifier Ensembles by Region of Competence.

Jesaías Carvalho Pereira Silva, Anne Magály de Paula Canuto, Araken de Medeiros Santos

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

2020

Data analysis of the performance of Brazilian higher education medicine courses.

Jesaías Carvalho Pereira Silva, Everton Jales de Oliveira, Francisco Milton Mendes Neto, Araken de Medeiros Santos, Lenardo Chaves e Silva, Leonardo Torres Marques, Igor Melo Mendes, Ademar França de Sousa Neto, Jesreel Carvalho Pereira Silva, Salatiel Dantas Silva

Proceedings of the EATIS 2020: 10th Euro American Conference on Telematics and Information Systems, 2020

Ensemble classifiers in a serious game for medical students in clinical cases.

Jesaías Carvalho Pereira Silva, Everton Jales de Oliveira, Francisco Milton Mendes Neto, Araken de Medeiros Santos, Leonardo Torres Marques, Ademar França de Sousa Neto, Jesreel Carvalho Pereira Silva, Rodrigo Monteiro de Lima

Proceedings of the EATIS 2020: 10th Euro American Conference on Telematics and Information Systems, 2020

2019

A Data Stratification Process for Instances Selection in Semi-Supervised Learning.

Karliane M. O. Vale, Anne Magály de Paula Canuto, Flavius L. Gorgônio, Amarildo J. F. de Lucena, Cainan T. Alves, Arthur C. Gorgônio, Araken M. Santos

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Automatic Adjustment of Confidence Values in Self-training Semi-supervised Method.

Karliane M. Ovidio Vale, Anne Magály de Paula Canuto, Araken de Medeiros Santos, Flavius da Luz e Gorgônio, Alan de M. Tavares, Arthur C. Gorgônio, Cainan T. Alves

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Estratégias de Construções de Comitês de Classificadores Multirrótulos no Aprendizado Semissupervisionado Multidescrição.

Wilamis Kleiton Nunes da Silva, Araken de Medeiros Santos

RITA, 2017

2016

A 3D serious game for medical students training in clinical cases.

Rodrigo Monteiro de Lima, Araken de Medeiros Santos, Francisco Milton Mendes Neto, Ademar França de Sousa Neto, Felipe Cesar Pinheiro Leao, Francisco Tailanio de Macedo, Anne Magály de Paula Canuto

Proceedings of the 2016 IEEE International Conference on Serious Games and Applications for Health, 2016

2014

Applying semi-supervised learning in hierarchical multi-label classification.

Araken M. Santos, Anne M. P. Canuto

Expert Syst. Appl., 2014

Applying the self-training semi-supervised learning in hierarchical multi-label methods.

Araken M. Santos, Anne M. P. Canuto

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Confidence factor and feature selection for semi-supervised multi-label classification methods.

Fillipe M. Rodrigues, Campus Joao Camara, Anne M. P. Canuto, Araken M. Santos

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Using confidence values in multi-label classification problems with semi-supervised learning.

Fillipe M. Rodrigues, Araken de Medeiros Santos, Anne M. P. Canuto

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Using semi-supervised learning in multi-label classification problems.

Araken M. Santos, Anne M. P. Canuto

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Ensembles of ARTMAP-based neural networks: an experimental study.

Anne M. P. Canuto, Araken M. Santos, Rogério R. Vargas

Appl. Intell., 2011

2010

Analyzing Classification Methods in Multi-label Tasks.

Araken M. Santos, Laura Emmanuella A. Santana, Anne M. P. Canuto

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Evaluating classification methods applied to multi-label tasks in different domains.

Araken M. Santos, Anne Magály de Paula Canuto, Antonino Feitosa Neto

Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010

2008

Investigating the influence of RePART in ensemble systems designed by boosting.

Araken M. Santos, Anne M. P. Canuto

Proceedings of the International Joint Conference on Neural Networks, 2008

Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting.

Araken de Medeiros Santos, Anne Magály de Paula Canuto

Proceedings of the Artificial Neural Networks, 2008

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

Araken M. Santos, Anne M. P. Canuto, João Carlos Xavier Jr.

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.

Anne M. P. Canuto, Márjory C. C. Abreu, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos

Pattern Recognit. Lett., 2007

2006

Simulating Working Environments Through the Use of Personality-Based Agents.

Anne M. P. Canuto, André M. C. Campos, Araken M. Santos, Eliane C. M. de Moura, Emanuel B. Santos, Rodrigo G. Soares, Kaio A. A. Dantas

Proceedings of the Advances in Artificial Intelligence, 2006

2005

A comparative analysis of the performance of hybrid and non-hybrid multi-classifier systems.

Anne M. P. Canuto, Marcilio C. P. de Souto, Araken M. Santos, Valéria Maria S. Bezerra, Sussany Mirelli

Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

A personality-based model of agents for representing individuals in working organizations.

Anne M. P. Canuto, André M. C. Campos, João Carlos Alchieri, Eliane C. M. de Moura, Araken M. Santos, Emamuel B. dos Santos, Rodrigo G. Soares

Proceedings of the 2005 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2005

Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles.

Anne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Márjory C. C. Abreu

Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004

A comparative investigation of the RePART neural network in pattern recognition tasks.

Anne Magály de Paula Canuto, Araken de Medeiros Santos

Proceedings of the IEEE International Joint Conference on Neural Networks, 2004

Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks.

Anne M. P. Canuto, Araken M. Santos, Márjory C. C. Abreu, Valéria Maria S. Bezerra, Fernanda M. Souza, Manuel F. Gomes Junior

Proceedings of the Neural Information Processing, 11th International Conference, 2004