Araken M. Santos

According to our database1, Araken M. Santos authored at least 20 papers between 2004 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2019
A Data Stratification Process for Instances Selection in Semi-Supervised Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Automatic Adjustment of Confidence Values in Self-training Semi-supervised Method.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Estratégias de Construções de Comitês de Classificadores Multirrótulos no Aprendizado Semissupervisionado Multidescrição.
RITA, 2017

2016
A 3D serious game for medical students training in clinical cases.
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.
Expert Syst. Appl., 2014

Applying the self-training semi-supervised learning in hierarchical multi-label methods.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Confidence factor and feature selection for semi-supervised multi-label classification methods.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013
Using confidence values in multi-label classification problems with semi-supervised learning.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012
Using semi-supervised learning in multi-label classification problems.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Ensembles of ARTMAP-based neural networks: an experimental study.
Appl. Intell., 2011

2010
Analyzing Classification Methods in Multi-label Tasks.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

Evaluating classification methods applied to multi-label tasks in different domains.
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.
Proceedings of the International Joint Conference on Neural Networks, 2008

Using ARTMAP-Based Ensemble Systems Designed by Three Variants of Boosting.
Proceedings of the Artificial Neural Networks, 2008

Accuracy and Diversity in Ensemble Systems Composed of ARTMAP-Based Models.
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
Simulating Working Environments Through the Use of Personality-Based Agents.
Proceedings of the Advances in Artificial Intelligence, 2006

2005
A personality-based model of agents for representing individuals in working organizations.
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.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

2004
Investigating the Use of an Agent-Based Multi-classifier System for Classification Tasks.
Proceedings of the Neural Information Processing, 11th International Conference, 2004


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