2008 |
36 | EE | Laura Emmanuella A. Santana,
Anne M. P. Canuto,
João Carlos Xavier Jr.:
Using Feature Distribution Methods in Ensemble Systems Combined by Fusion and Selection-Based Methods.
ICANN (1) 2008: 245-254 |
35 | EE | Laura Emmanuella A. Santana,
Alberto Signoretti,
Anne M. P. Canuto:
An analysis of data distribution methods in classifier combination systems.
IJCNN 2008: 1220-1227 |
34 | EE | Marcílio Carlos Pereira de Souto,
Rodrigo G. F. Soares,
Alixandre Santana,
Anne M. P. Canuto:
Empirical comparison of Dynamic Classifier Selection methods based on diversity and accuracy for building ensembles.
IJCNN 2008: 1480-1487 |
33 | EE | Araken M. Santos,
Anne M. P. Canuto:
Investigating the influence of RePART in ensemble systems designed by boosting.
IJCNN 2008: 2907-2914 |
32 | EE | Raul B. Paradeda,
João Carlos Xavier Jr.,
Anne M. P. Canuto:
Applying Static and Dynamic Weight Measures in Ensemble Systems.
SBRN 2008: 45-50 |
2007 |
31 | EE | Lucas M. Oliveira,
Raul B. Paradeda,
Bruno M. Carvalho,
Anne M. P. Canuto,
Marcílio Carlos Pereira de Souto:
Particle Detection on Election Microscopy Micrographs Using Multi-Classifier Systems.
HIS 2007: 216-221 |
30 | EE | Anne M. P. Canuto,
Marjory C. C. Abreu:
Using Fuzzy, Neural and Fuzzy-Neural Combination Methods in Ensembles with Different Levels of Diversity.
ICANN (1) 2007: 349-359 |
29 | EE | Diogo F. de Oliveira,
Anne M. P. Canuto,
Marcílio Carlos Pereira de Souto:
Investigating the Use of an Evolutionary Agent-based System for Classification Tasks.
IJCNN 2007: 1266-1271 |
28 | EE | Marjory C. C. Abreu,
Anne M. P. Canuto:
Evaluating the Influence of the Choice of the Ensemble Members in Some Fuzzy Combination Methods.
IJCNN 2007: 448-453 |
27 | EE | Laura Emmanuella A. Santana,
Diogo F. de Oliveira,
Anne M. P. Canuto,
Marcílio Carlos Pereira de Souto:
A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods.
IJCNN 2007: 643-648 |
26 | EE | Anne M. P. Canuto,
André M. C. Campos,
Valéria Maria S. Bezerra,
Marjory C. C. Abreu:
Investigating the use of a multi-agent system for knowledge discovery in databases.
Int. J. Hybrid Intell. Syst. 4(1): 27-38 (2007) |
25 | EE | Anne M. P. Canuto,
Marjory 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 Recognition Letters 28(4): 472-486 (2007) |
2006 |
24 | EE | André M. C. Campos,
Emanuel B. Santos,
Anne M. P. Canuto,
Rodrigo G. Soares,
João Carlos Alchieri:
A flexible framework for representing personality in agents.
AAMAS 2006: 97-104 |
23 | EE | Diogo F. de Oliveira,
Anne M. P. Canuto,
André M. C. Campos:
GNeurAge: An Evolutionary Agent-Based System for Classification Tasks.
HIS 2006: 11 |
22 | EE | Laura Emmanuella A. Santana,
Anne M. P. Canuto,
João Carlos Xavier Jr.,
André M. C. Campos:
A Comparative Analysis of Data Distribution Methods in an Agent-Based Neural System for Classification Tasks.
HIS 2006: 9 |
21 | EE | Manuel F. Gomes Junior,
Anne M. P. Canuto:
Carcara: A Multi-agent System for Web Mining Using Adjustable User Profile and Dynamic Grouping.
IAT 2006: 187-190 |
20 | EE | 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: 108-117 |
19 | EE | Thiago Dutra,
Anne M. P. Canuto,
Marcílio Carlos Pereira de Souto:
Using Weighted Combination-Based Methods in Ensembles with Different Levels of Diversity.
ICONIP (1) 2006: 708-717 |
18 | EE | Rodrigo G. F. Soares,
Alixandre Santana,
Anne M. P. Canuto,
Marcílio Carlos Pereira de Souto:
Using Accuracy and Diversity to Select Classifiers to Build Ensembles.
IJCNN 2006: 1310-1316 |
17 | EE | Laura E. O. Santana,
Anne M. P. Canuto,
Marjory C. C. Abreu:
Analyzing the Performance of an Agent-based Neural System for Classification Tasks Using Data Distribution among the Agents.
IJCNN 2006: 2951-2958 |
16 | EE | Marjory C. C. Abreu,
Anne M. P. Canuto:
Analyzing the Benefits of Using a Fuzzy-Neuro Model in the Accuracy of the NeurAge System: an Agent-Based System for Classification Tasks.
IJCNN 2006: 2959-2966 |
15 | EE | Anne M. P. Canuto,
Diogo Fagundes,
Marjory C. C. Abreu,
João Carlos Xavier Jr.:
Using weighted dynamic classifier selection methods in ensembles with different levels of diversity.
Int. J. Hybrid Intell. Syst. 3(3): 147-158 (2006) |
2005 |
14 | EE | Anne M. P. Canuto,
Lucas de Melo Oliveira,
João Carlos Xavier Jr.,
Araken M. Santos,
Marjory C. C. Abreu:
Performance and Diversity Evaluation in Hybrid and Non-Hybrid Structures of Ensembles.
HIS 2005: 285-290 |
13 | EE | Marjory C. C. Abreu,
Anne M. P. Canuto,
Laura Emmanuella A. Santana:
A Comparative Analysis of Negotiation Methods for a Multi-neural Agent System.
HIS 2005: 451-456 |
12 | EE | 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: 65-72 |
11 | EE | Tatiana A. Tavares,
Samuel A. Oliveira,
Anne M. P. Canuto,
Luiz Marcos Gonçalves,
Guido S. Filho:
A Multi-Agent System for 3D Media Spaces Assistance.
LA-WEB 2005: 166-175 |
2004 |
10 | EE | André M. C. Campos,
Anne M. P. Canuto,
Jorge H. C. Fernandes:
Towards a Methodology for Developing Agent-Based Simulations: The MASim Methodology.
AAMAS 2004: 1494-1495 |
9 | EE | Anne M. P. Canuto,
Araken M. Santos,
Marjory 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: 854-859 |
8 | EE | Tatiana A. Tavares,
Samuel A. Oliveira,
Anne M. P. Canuto,
Luiz Marcos Gonçalves,
Guido S. Filho:
An Infrastructure for Providing Communication among Users of Virtual Cultural Spaces.
WebMedia/LA-WEB 2004: 54-61 |
2003 |
7 | EE | Anne M. P. Canuto,
Michael C. Fairhurst,
Gareth Howells:
Fuzzy Connectives as a Combination Tool in a Hybrid Multi-Neural System.
Int. J. Neural Syst. 13(2): 67-76 (2003) |
6 | EE | Farzin Deravi,
Michael C. Fairhurst,
Richard M. Guest,
Nick Mavity,
Anne M. P. Canuto:
Intelligent agents for the management of complexity in multimodal biometrics.
Universal Access in the Information Society 2(4): 293-304 (2003) |
2002 |
5 | EE | Anne M. P. Canuto,
Michael C. Fairhurst,
Gareth Howells:
An Investigation of Fuzzy Combiners applied to a Hybrid Multi-neural System.
SBRN 2002: 156-161 |
2001 |
4 | EE | Anne M. P. Canuto,
Michael C. Fairhurst,
Gareth Howells:
Improving Artmap Learning Through Variable Vigilance.
Int. J. Neural Syst. 11(6): 509-522 (2001) |
2000 |
3 | EE | Anne M. P. Canuto,
Gareth Howells,
Michael C. Fairhurst:
The use of confidence measures to enhance combination strategies in multi-network neuro-fuzzy systems.
Connect. Sci. 12(3-4): 315-331 (2000) |
2 | EE | Anne M. P. Canuto,
Gareth Howells,
Michael C. Fairhurst:
An Investigation of the Effects of Variable Vigilance within the RePART Neuro-Fuzzy Network.
Journal of Intelligent and Robotic Systems 29(4): 317-334 (2000) |
1999 |
1 | | Anne M. P. Canuto,
Gareth Howells,
Michael C. Fairhurst:
RePART: A Modified Fuzzy ARTMAP for Pattern Recognition.
Fuzzy Days 1999: 159-168 |