Laura Emmanuella A. Santana

According to our database1, Laura Emmanuella A. Santana authored at least 17 papers between 2005 and 2020.

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

Timeline

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PhD thesis 
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Bibliography

2020
An investigation of the predictability of the Brazilian three-modal hand-based behavioural biometric: a feature selection and feature-fusion approach.
J. Braz. Comput. Soc., 2020

2014
Filter-based optimization techniques for selection of feature subsets in ensemble systems.
Expert Syst. Appl., 2014

2013
Particle Swarm Intelligence as Feature Selector in Ensemble Systems.
Proceedings of the Brazilian Conference on Intelligent Systems, 2013

2012
Bi-objective Genetic Algorithm for Feature Selection in Ensemble Systems.
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.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

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

Ensemble-Based Methods for Cancellable Biometrics.
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.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Feature selection in heterogeneous structure of ensembles: A genetic algorithm approach.
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.
Neurocomputing, 2008

An analysis of data distribution methods in classifier combination systems.
Proceedings of the International Joint Conference on Neural Networks, 2008

Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods.
Proceedings of the Artificial Neural Networks, 2008

2007
A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods.
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.
Proceedings of the SBRN 2006, 2006

Analyzing the Performance of an Agent-based Neural System for Classification Tasks Using Data Distribution among the Agents.
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.
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.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005


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