Araken M. Santos

Publication Activity (10 Years)

Years Active: 2004-2019
Publications (10 Years): 1

Top Topics

Hierarchical Multi Label Classification

Labeled Training Data

Supervised Learning

Top Venues

Expert Syst. Appl.

Publications

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
A Data Stratification Process for Instances Selection in Semi-Supervised Learning. IJCNN (2019)
Araken M. Santos, Anne M. P. Canuto
Applying semi-supervised learning in hierarchical multi-label classification. Expert Syst. Appl. 41 (14) (2014)
Araken M. Santos, Anne M. P. Canuto
Applying the self-training semi-supervised learning in hierarchical multi-label methods. IJCNN (2014)
Fillipe M. Rodrigues, Campus Joao Camara, Anne M. P. Canuto, Araken M. Santos
Confidence factor and feature selection for semi-supervised multi-label classification methods. IJCNN (2014)
Araken M. Santos, Anne M. P. Canuto
Using semi-supervised learning in multi-label classification problems. IJCNN (2012)
Anne M. P. Canuto, Araken M. Santos, Rogério R. Vargas
Ensembles of ARTMAP-based neural networks: an experimental study. Appl. Intell. 35 (1) (2011)
Araken M. Santos, Anne Magály de Paula Canuto, Antonino Feitosa Neto
Evaluating classification methods applied to multi-label tasks in different domains. HIS (2010)
Araken M. Santos, Laura Emmanuella A. Santana, Anne M. P. Canuto
Analyzing Classification Methods in Multi-label Tasks. ICANN (3) (2010)
Araken M. Santos, Anne M. P. Canuto, João Carlos Xavier Jr.
Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models. HIS (2008)
Araken M. Santos, Anne M. P. Canuto
Investigating the influence of RePART in ensemble systems designed by boosting. IJCNN (2008)
Anne M. P. Canuto, Márjory C. C. Abreu, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos
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. 28 (4) (2007)
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
Simulating Working Environments Through the Use of Personality-Based Agents. IBERAMIA-SBIA (2006)
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
A personality-based model of agents for representing individuals in working organizations. IAT (2005)
Anne M. P. Canuto, Lucas de Melo Oliveira, João Carlos Xavier Jr., Araken M. Santos, Márjory C. C. Abreu
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles. HIS (2005)
Anne M. P. Canuto, Araken M. Santos, Márjory C. C. Abreu, Valéria Maria S. Bezerra, Fernanda M. Souza, Manuel F. Gomes Junior
Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks. ICONIP (2004)