SBRN

Publications

2012

Helon Vicente Hultmann Ayala, Leandro dos Santos Coelho, Fabio Alessandro Guerra, Mariana Cristina Coelho
Electrical Transmission Lines Design through Integer Multiobjective Particle Swarm Optimization Approach. SBRN (2012)
Xiaoming Liang, Liang Zhao
Firing Activity Induced by Nonidentical Signal Phases in Two Coupled Excitable Neurons. SBRN (2012)
Christian Northfleet, Paulo Martins Engel, Milton Roberto Heinen
On-Line Learning Using a Connectionist Controller for Simulated Robot Soccer. SBRN (2012)
Olacir Rodrigues Castro Junior, Andre Britto, Aurora T. R. Pozo
Self-Controlling Dominance Particle Swarm Optimization. SBRN (2012)
Fernando Bordignon, Fernando A. C. Gomide
Extreme Learning for Evolving Hybrid Neural Networks. SBRN (2012)
Paulo Henrique Muniz Ferreira, Aluizio Fausto Ribeiro Araújo
Recurrent Self-Organizing Maps for Recognition of Grasp Sequence of Movements. SBRN (2012)
Edward Hinojosa Cárdenas, Heloisa A. Carmago
Multiobjective Genetic Optimization of Fuzzy Partitions and T-Norm Parameters in Fuzzy Classifiers. SBRN (2012)
Byron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade
A Hybrid RNN Model for Cursive Offline Handwriting Recognition. SBRN (2012)
Péricles B. C. de Miranda, Ricardo B. C. Prudêncio, André C. P. L. F. de Carvalho, Carlos Soares
Combining Meta-Learning with Multi-objective Particle Swarm Algorithms for SVM Parameter Selection: An Experimental Analysis. SBRN (2012)
Mônica da Silva Figueiredo, Silvia Silva da Costa Botelho, Paulo Drews Jr., Celina Häffele Da Rocha
Self-Organizing Mapping of Robotic Environments Based on Neural Networks. SBRN (2012)
Mariana Recamonde Mendoza, Adriano Velasque Werhli, Ana L. C. Bazzan
An Epsilon-Greedy Mutation Operator Based on Prior Knowledge for GA Convergence and Accuracy Improvement: An Application to Networks Inference. SBRN (2012)
Francisco de A. T. de Carvalho, Gibson B. N. Barbosa, Marcelo Rodrigo Portela Ferreira
Variable-Wise Kernel-Based Clustering Algorithms for Interval-Valued Data. SBRN (2012)
Henrique C. T. Santos, Gabriela I. L. Alves, Neilson F. de Lima, Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira
A System Based on Swarm Particle Optimization to Extract Knowledge from Times Series Data. SBRN (2012)
Davidson M. Sestaro, Thiago F. Covoes, Eduardo R. Hruschka
A Semi-supervised Approach to Estimate the Number of Clusters per Class. SBRN (2012)
Fernando Pintro, Anne M. P. Canuto
An Experimental Study of Ensemble Systems on Cancellable Iris. SBRN (2012)
Adenilton J. da Silva, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira
On the Universality of Quantum Logical Neural Networks. SBRN (2012)
Rodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães
Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution Algorithms. SBRN (2012)
Murillo Guimarães Carneiro, Gina M. B. Oliveira
SCAS-IS: Knowledge Extraction and Reuse in Multiprocessor Task Scheduling Based on Cellular Automata. SBRN (2012)
Rodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães
A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary Algorithms. SBRN (2012)
Paulo Henrique Pisani, Ana Carolina Lorena
Negative Selection with High-Dimensional Support for Keystroke Dynamics. SBRN (2012)
Mariana Recamonde Mendoza, Ana L. C. Bazzan
On the Ensemble Prediction of Gene Regulatory Networks: A Comparative Study. SBRN (2012)
Luís Paulo F. Garcia, Ana Carolina Lorena, André C. P. L. F. de Carvalho
A Study on Class Noise Detection and Elimination. SBRN (2012)
Thiago Henrique Cupertino, Liang Zhao
Using Katz Centrality to Classify Multiple Pattern Transformations. SBRN (2012)
Alcides X. Benicasa, Marcos G. Quiles, Liang Zhao, Roseli A. F. Romero
An Object-Based Visual Selection Model with Bottom-Up and Top-Down Modulations. SBRN (2012)
Renato de Pontes Pereira, Paulo Martins Engel, Rafael C. Pinto
Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture Network. SBRN (2012)
Thiago Henrique Cupertino, Liang Zhao
Using Interacting Forces to Perform Semi-supervised Learning. SBRN (2012)
Andre Britto, Aurora T. R. Pozo
I-MOPSO: A Suitable PSO Algorithm for Many-Objective Optimization. SBRN (2012)
Rosane Maria Maffei Vallim, Jose Augusto Andrade Filho, André C. P. L. F. de Carvalho, João Gama
A Density-Based Clustering Approach for Behavior Change Detection in Data Streams. SBRN (2012)
André Luis Debiaso Rossi, André C. P. L. F. de Carvalho, Carlos Soares
Meta-Learning for Periodic Algorithm Selection in Time-Changing Data. SBRN (2012)
Fabricio A. Breve, Liang Zhao
Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semi-supervised Learning. SBRN (2012)
Murilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello
Combining Information from Distributed Evolutionary k-Means. SBRN (2012)
Jean L. Pierobom, Myriam Regattieri Delgado, Celso A. A. Kaestner
Particle Swarm Optimization Applied to the Dynamic Allocation Problem. SBRN (2012)
Marcilio C. P. de Souto, André L. V. Coelho, Katti Faceli, Tiemi C. Sakata, Viviane Bonadia, Ivan G. Costa
A Comparison of External Clustering Evaluation Indices in the Context of Imbalanced Data Sets. SBRN (2012)
Nicole L. Mineu, Adenilton J. da Silva, Teresa Bernarda Ludermir
Evolving Neural Networks Using Differential Evolution with Neighborhood-Based Mutation and Simple Subpopulation Scheme. SBRN (2012)
Sandra M. Venske, Richard A. Gonçalves, Myriam Regattieri Delgado
ADEMO/D: Adaptive Differential Evolution for Multiobjective Problems. SBRN (2012)
2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012 SBRN (2012)
Roberto Alves Gueleri, Liang Zhao
An Energy Exchanging Mechanism for Data Clustering. SBRN (2012)
Bilzã Araújo, Liang Zhao
Robustness Analysis of Network-Based Semi-supervised Learning Algorithms. SBRN (2012)
Valmir Macário Filho, Ivan G. Costa, João F. L. Oliveira, Francisco de A. T. de Carvalho
Predicting Gene Functions Using Semi-supervised Clustering Algorithms with Objective Function Optimization. SBRN (2012)
Maurício Acconcia Dias, Fernando Santos Osório, Denis F. Wolf
Hardware/Software Co-design Implementation of On-Chip Backpropagation. SBRN (2012)
Lucas M. Pavelski, Carolina P. de Almeida, Richard A. Gonçalves
Harmony Search for Multi-objective Optimization. SBRN (2012)
Givanaldo R. de Souza, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Anne M. P. Canuto
A Multiagent Approach for Metaheuristics Hybridization Applied to the Traveling Salesman Problem. SBRN (2012)
Elliackin M. N. Figueiredo, Teresa Bernarda Ludermir
Effect of the PSO Topologies on the Performance of the PSO-ELM. SBRN (2012)

2010