Laura Emmanuella A. Santana

According to our database, Laura Emmanuella A. Santana authored at least 17 papers between 2005 and 2020.

Collaborative distances:

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

2020

An investigation of the predictability of the Brazilian three-modal hand-based behavioural biometric: a feature selection and feature-fusion approach.

Julliana Caroline Goncalves de A. S. Marques, Tuany Mariah Lima Do Nascimento, Brenda Vasiljevic, Laura Emmanuella A. dos S. Santana, Márjory Cristiany Da Costa Abreu

J. Braz. Comput. Soc., 2020

2014

Filter-based optimization techniques for selection of feature subsets in ensemble systems.

Laura Emmanuella A. dos S. Santana, Anne Magály de Paula Canuto

Expert Syst. Appl., 2014

2013

Particle Swarm Intelligence as Feature Selector in Ensemble Systems.

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

Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012

Bi-objective Genetic Algorithm for Feature Selection in Ensemble Systems.

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

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Bio-inspired meta-heuristic as feature selector in ensemble systems: A comparative analysis.

Laura Emmanuella A. Santana, Anne M. P. Canuto, Ligia Silva

Proceedings of the 2011 International Joint Conference on Neural Networks, 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

Ensemble-Based Methods for Cancellable Biometrics.

Anne M. P. Canuto, Michael C. Fairhurst, Laura Emmanuella A. Santana, Fernando Pintro, Antonino Feitosa Neto

Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

A comparative analysis of genetic algorithm and ant colony optimization to select attributes for an heterogeneous ensemble of classifiers.

Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto, Fernando Pintro, Karliane O. Vale

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009

Feature selection in heterogeneous structure of ensembles: A genetic algorithm approach.

Laura Emmanuella A. Santana, Ligia Silva, Anne M. P. Canuto

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

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

Anne M. P. Canuto, Laura Emmanuella A. Santana, Márjory C. C. Abreu, João Carlos Xavier Jr.

Neurocomputing, 2008

An analysis of data distribution methods in classifier combination systems.

Laura Emmanuella A. Santana, Alberto Signoretti, Anne M. P. Canuto

Proceedings of the International Joint Conference on Neural Networks, 2008

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

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

Proceedings of the Artificial Neural Networks, 2008

2007

A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods.

Laura Emmanuella A. Santana, Diogo F. de Oliveira, Anne M. P. Canuto, Marcílio Carlos Pereira de Souto

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

A Neuro-Fuzzy-Based Agent System with Data Distribution among the Agents for Classification Tasks.

Laura Emmanuella A. Santana, Anne M. P. Canuto, Márjory C. C. Abreu

Proceedings of the SBRN 2006, 2006

Analyzing the Performance of an Agent-based Neural System for Classification Tasks Using Data Distribution among the Agents.

Laura Emmanuella A. Santana, Anne M. P. Canuto, Márjory C. C. Abreu

Proceedings of the International Joint Conference on Neural Networks, 2006

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

Laura Emmanuella A. Santana, Anne M. P. Canuto, João Carlos Xavier Jr., André M. C. Campos

Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

2005

A Comparative Analysis of Negotiation Methods for a Multi-neural Agent System.

Márjory C. C. Abreu, Anne M. P. Canuto, Laura Emmanuella A. Santana

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