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Viewing Publication 1 - 100 from 340

2012

Extreme Learning for Evolving Hybrid Neural NetworksFernando Bordignon 0002, Fernando Gomide. sbrn 2012: 196-201 [doi]

Robustness Analysis of Network-Based Semi-supervised Learning AlgorithmsBilzã Araújo, Liang Zhao. sbrn 2012: 85-90 [doi]

Electrical Transmission Lines Design through Integer Multiobjective Particle Swarm Optimization ApproachHelon Vicente Hultmann Ayala, Leandro dos Santos Coelho, Fabio Alessandro Guerra, Mariana Cristina Coelho. sbrn 2012: 214-219 [doi]

An Object-Based Visual Selection Model with Bottom-Up and Top-Down ModulationsAlcides X. Benicasa, Marcos G. Quiles, Liang Zhao, Roseli A. F. Romero. sbrn 2012: 238-243 [doi]

A Hybrid RNN Model for Cursive Offline Handwriting RecognitionByron Leite Dantas Bezerra, Cleber Zanchettin, Vinícius Braga de Andrade. sbrn 2012: 113-118 [doi]

Particle Competition and Cooperation to Prevent Error Propagation from Mislabeled Data in Semi-supervised LearningFabricio A. Breve, Liang Zhao. sbrn 2012: 79-84 [doi]

SCAS-IS: Knowledge Extraction and Reuse in Multiprocessor Task Scheduling Based on Cellular AutomataMurillo Guimarães Carneiro, Gina M. B. Oliveira. sbrn 2012: 142-147 [doi]

Using Katz Centrality to Classify Multiple Pattern TransformationsThiago Henrique Cupertino, Liang Zhao. sbrn 2012: 232-237 [doi]

Using Interacting Forces to Perform Semi-supervised LearningThiago Henrique Cupertino, Liang Zhao. sbrn 2012: 91-96 [doi]

Multiobjective Genetic Optimization of Fuzzy Partitions and T-Norm Parameters in Fuzzy ClassifiersEdward Hinojosa Cárdenas, Heloisa A. Carmago. sbrn 2012: 154-159 [doi]

Self-Organizing Mapping of Robotic Environments Based on Neural NetworksMônica da Silva Figueiredo, Silvia Silva da Costa Botelho, Paulo Drews Jr., Celina Haffele Da Rocha. sbrn 2012: 136-141 [doi]

On the Universality of Quantum Logical Neural NetworksAdenilton J. da Silva, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira. sbrn 2012: 102-106 [doi]

Variable-Wise Kernel-Based Clustering Algorithms for Interval-Valued DataFrancisco de A. T. de Carvalho, Gibson B. N. Barbosa, Marcelo R. P. Ferreira. sbrn 2012: 25-30 [doi]

I-MOPSO: A Suitable PSO Algorithm for Many-Objective OptimizationAndre B. de Britto, Aurora Pozo. sbrn 2012: 166-171 [doi]

Combining Meta-Learning with Multi-objective Particle Swarm Algorithms for SVM Parameter Selection: An Experimental AnalysisPéricles B. C. de Miranda, Ricardo B. C. Prudêncio, André C. P. L. F. Carvalho, Carlos Soares. sbrn 2012: 1-6 [doi]

Learning Abstract Behaviors with the Hierarchical Incremental Gaussian Mixture NetworkRenato de Pontes Pereira, Paulo Martins Engel, Rafael C. Pinto. sbrn 2012: 131-135 [doi]

A Comparison of External Clustering Evaluation Indices in the Context of Imbalanced Data SetsMarcilio C. P. de Souto, André L. V. Coelho, Katti Faceli, Tiemi C. Sakata, Viviane Bonadia, Ivan G. Costa. sbrn 2012: 49-54 [doi]

A Multiagent Approach for Metaheuristics Hybridization Applied to the Traveling Salesman ProblemGivanaldo R. de Souza, Elizabeth Ferreira Gouvea Goldbarg, Marco César Goldbarg, Anne M. P. Canuto. sbrn 2012: 208-213 [doi]

Hardware/Software Co-design Implementation of On-Chip BackpropagationMaurício A. Dias, Fernando Santos Osório, Denis F. Wolf. sbrn 2012: 107-112 [doi]

Recurrent Self-Organizing Maps for Recognition of Grasp Sequence of MovementsPaulo Henrique Muniz Ferreira, Aluizio Fausto Ribeiro Araújo. sbrn 2012: 119-124 [doi]

Effect of the PSO Topologies on the Performance of the PSO-ELMElliackin M. N. Figueiredo, Teresa Bernarda Ludermir. sbrn 2012: 178-183 [doi]

Predicting Gene Functions Using Semi-supervised Clustering Algorithms with Objective Function OptimizationValmir Macário Filho, Ivan G. Costa, João F. L. Oliveira, Francisco de A. T. de Carvalho. sbrn 2012: 61-66 [doi]

A Study on Class Noise Detection and EliminationLuís Paulo F. Garcia, Ana Carolina Lorena, André C. P. L. F. Carvalho. sbrn 2012: 13-18 [doi]

An Energy Exchanging Mechanism for Data ClusteringRoberto Alves Gueleri, Liang Zhao. sbrn 2012: 31-36 [doi]

Self-Controlling Dominance Particle Swarm OptimizationOlacir Rodrigues Castro Junior, Andre B. de Britto, Aurora Pozo. sbrn 2012: 172-177 [doi]

Firing Activity Induced by Nonidentical Signal Phases in Two Coupled Excitable NeuronsXiaoming Liang, Liang Zhao. sbrn 2012: 97-101 [doi]

A Multi-agent Approach to the Adaptation of Migration Topology in Island Model Evolutionary AlgorithmsRodolfo Ayala Lopes, Rodrigo César Pedrosa Silva, Felipe Campelo, Frederico G. Guimarães. sbrn 2012: 160-165 [doi]

2012 Brazilian Symposium on Neural Networks, Curitiba, Paraná, Brazil, October 20-25, 2012Ana Carolina Lorena, Carlos Eduardo Thomaz, Aurora Trinidad Ramirez Pozo, editors, IEEE, 2012. [doi]

On the Ensemble Prediction of Gene Regulatory Networks: A Comparative StudyMariana Recamonde Mendoza, Ana L. C. Bazzan. sbrn 2012: 55-60 [doi]

An Epsilon-Greedy Mutation Operator Based on Prior Knowledge for GA Convergence and Accuracy Improvement: An Application to Networks InferenceMariana Recamonde Mendoza, Adriano Velasque Werhli, Ana L. C. Bazzan. sbrn 2012: 67-72 [doi]

Evolving Neural Networks Using Differential Evolution with Neighborhood-Based Mutation and Simple Subpopulation SchemeNicole L. Mineu, Adenilton J. da Silva, Teresa Bernarda Ludermir. sbrn 2012: 190-195 [doi]

Combining Information from Distributed Evolutionary k-MeansMurilo Coelho Naldi, Ricardo José Gabrielli Barreto Campello. sbrn 2012: 43-48 [doi]

On-Line Learning Using a Connectionist Controller for Simulated Robot SoccerChristian Northfleet, Paulo Martins Engel, Milton Roberto Heinen. sbrn 2012: 125-130 [doi]

Harmony Search for Multi-objective OptimizationLucas M. Pavelski, Carolina P. de Almeida, Richard A. Gonçalves. sbrn 2012: 220-225 [doi]

Particle Swarm Optimization Applied to the Dynamic Allocation ProblemJean L. Pierobom, Myriam Regattieri Delgado, Celso A. A. Kaestner. sbrn 2012: 184-189 [doi]

An Experimental Study of Ensemble Systems on Cancellable IrisFernando Pintro, Anne M. P. Canuto. sbrn 2012: 202-207 [doi]

Negative Selection with High-Dimensional Support for Keystroke DynamicsPaulo Henrique Pisani, Ana Carolina Lorena. sbrn 2012: 19-24 [doi]

Meta-Learning for Periodic Algorithm Selection in Time-Changing DataAndré Luis Debiaso Rossi, André C. P. L. F. Carvalho, Carlos Soares. sbrn 2012: 7-12 [doi]

A System Based on Swarm Particle Optimization to Extract Knowledge from Times Series DataHenrique C. T. Santos, Gabriela I. L. Alves, Neilson F. de Lima, Paulo S. G. de Mattos Neto, Tiago A. E. Ferreira. sbrn 2012: 244-249 [doi]

A Semi-supervised Approach to Estimate the Number of Clusters per ClassDavidson M. Sestaro, Thiago F. Covoes, Eduardo R. Hruschka. sbrn 2012: 73-78 [doi]

Performance Comparison of Parameter Variation Operators in Self-Adaptive Differential Evolution AlgorithmsRodrigo César Pedrosa Silva, Rodolfo Ayala Lopes, Alan R. R. de Freitas, Frederico G. Guimarães. sbrn 2012: 148-153 [doi]

A Density-Based Clustering Approach for Behavior Change Detection in Data StreamsRosane Maria Maffei Vallim, Jose Augusto Andrade Filho, André C. P. L. F. Carvalho, João Gama. sbrn 2012: 37-42 [doi]

ADEMO/D: Adaptive Differential Evolution for Multiobjective ProblemsSandra M. Venske, Richard A. Gonçalves, Myriam Regattieri Delgado. sbrn 2012: 226-231 [doi]

2010

Identifying Abnormal Nodes in Protein-Protein Interaction NetworksBilzã Araújo, Francisco Aparecido Rodrigues, Thiago C. Silva, Liang Zhao. sbrn 2010: 97-102 [doi]

Localization of Salient Objects in Scenes through Visual AttentionAlcides X. Benicasa, Roseli A. F. Romero. sbrn 2010: 103-108 [doi]

Algorithms to Augment Diversity and Convergence in Multiobjective Multicast Flow RoutingMarcos L. P. Bueno, Gina M. B. Oliveira. sbrn 2010: 158-163 [doi]

Enhancing Performance of Cancellable Fingerprint Biometrics Using Classifier EnsemblesAnne M. P. Canuto, Fernando Pintro, Antonino Feitosa Neto, Michael C. Fairhurst. sbrn 2010: 55-60 [doi]

An Application of the Ant Colony System Metaheuristic to the Vehicle Routing Problem with Pickup and Delivery and Time WindowsEduardo Goecking Carabetti, Sérgio Ricardo de Souza, Marcelo Caramuru Pimentel Fraga, Pedro Henrique Antonacci Gama. sbrn 2010: 176-181 [doi]

Hierarchical Multilabel Classification Using Top-Down Label Combination and Artificial Neural NetworksRicardo Cerri, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2010: 253-258 [doi]

An Evolving System Based on Probabilistic Neural NetworkPatrick Marques Ciarelli, Evandro O. T. Salles, Elias Oliveira. sbrn 2010: 182-187 [doi]

An Evaluation of Rule-Based Classification Models Induced by a Fuzzy Method and Two Classic Learning AlgorithmsMarcos Evandro Cintra, Maria Carolina Monard, Heloisa de Arruda Camargo. sbrn 2010: 188-193 [doi]

Self-Organizing Maps Applied to Information Retrieval of Dissertations and Theses from BDTD-UFPERenato Fernandes Corrêa, Bruno Florencio Pinheiro. sbrn 2010: 31-36 [doi]

A Local Search Algorithm Based on Clonal Selection and Genetic Mutation for Global OptimizationOmar Andres Carmona Cortes, Josenildo Costa da Silva. sbrn 2010: 241-246 [doi]

A Performance Analysis of Mono and Multi-objective Evolutionary Algorithms Assisted by Meta-modelingLeonardo da C. Brito, Ciro Jasé A. Macedo, Adson Silva Rocha, Paulo Henrique Portela de Carvalho. sbrn 2010: 170-175 [doi]

Superposition Based Learning AlgorithmAdenilton J. da Silva, Teresa Bernarda Ludermir, Wilson Rosa de Oliveira. sbrn 2010: 1-6 [doi]

A Weightless Neural Node Based on a Probabilistic Quantum MemoryAdenilton J. da Silva, Wilson Rosa de Oliveira, Teresa Bernarda Ludermir. sbrn 2010: 259-264 [doi]

Very Short-Term Load Forecasting Using a Hybrid Neuro-fuzzy ApproachLuciano Carli Moreira de Andrade, Ivan Nunes da Silva. sbrn 2010: 115-120 [doi]

Biogeography-Based Optimization Combined with Predator-Prey Approach Applied to Economic Load DispatchMarsil de Athayde Costa e. Silva, Leandro dos Santos Coelho. sbrn 2010: 164-169 [doi]

Many-Objective Evolutionary Algorithms in the Composition of Web ServicesArion de Campos Jr., Aurora T. R. Pozo, Silvia Regina Vergilio, Taylor Savegnago. sbrn 2010: 152-157 [doi]

The Control of Dominance Area in Particle Swarm Optimization Algorithms for Many-Objective ProblemsAndre B. de Carvalho, Aurora Pozo. sbrn 2010: 140-145 [doi]

Artificial Neural Network for Predicting Extreme Sea Level Variation Associated with Severe StormsMarilia M. F. de Oliveira, Nelson F. F. Ebecken, Jorge L. F. de Oliveira, Luis Manoel Paiva Nunes. sbrn 2010: 121-126 [doi]

Reinforcement Learning for Controlling a Coupled Tank System Based on the Scheduling of Different ControllersAnthony A. R. Diniz, Paulo R. M. Pires, Jorge Dantas de Melo, Adrião Duarte Dória Neto, Armando J. J. L. Filho, Sérgio M. Kanazava. sbrn 2010: 212-216 [doi]

Combining Meta-learning and Search Techniques to SVM Parameter SelectionTaciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2010: 79-84 [doi]

Assessing Stock Market Time Series Predictors Quality through a Pairs Trading SystemPaulo Gomide, Ruy Luiz Milidiú. sbrn 2010: 133-139 [doi]

IPNN: An Incremental Probabilistic Neural Network for Function Approximation and Regression TasksMilton Roberto Heinen, Paulo Martins Engel. sbrn 2010: 25-30 [doi]

A Comparative Study on the Use of Correlation Coefficients for Redundant Feature EliminationPablo A. Jaskowiak, Ricardo J. G. B. Campello, Thiago F. Covoes, Eduardo R. Hruschka. sbrn 2010: 13-18 [doi]

Clonal Selection Algorithm with Oppositional Approach Applied to Trajectory Planning of a Robotic ManipulatorDaniel Cavalcanti Jeronymo, Yuri Cássio Campbell Borges, Leandro dos Santos Coelho. sbrn 2010: 229-234 [doi]

Using Meta-learning to Classify Traveling Salesman ProblemsJorge Kanda, André Carlos Ponce Leon Ferreira de Carvalho, Eduardo R. Hruschka, Carlos Soares. sbrn 2010: 73-78 [doi]

Visual Interpretation of Self Organizing MapsEdson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, L. A. da Silva. sbrn 2010: 37-42 [doi]

On the Complexity of Gene Marker SelectionAna Carolina Lorena, Newton Spolaôr, Ivan G. Costa, Marcilio C. P. Souto. sbrn 2010: 85-90 [doi]

11th Brazilian Symposium on Neural Networks (SBRN 2010), Sao Paulo, 23-28 October, 2010Teresa Bernarda Ludermir, Karla Figueiredo, Carlos E. Thomaz, editors, IEEE, 2010. [doi]

Inferring Genetic Regulatory Networks with an Hierarchical Bayesian Model and a Parallel Sampling AlgorithmM. R. Mendoza, Adriano Velasque Werhli. sbrn 2010: 91-96 [doi]

A Note on Sample Complexity of Learning Binary Output Neural Networks under Fixed Input DistributionsVladimir Pestov. sbrn 2010: 7-12 [doi]

Genetic Interval Type-2 Fuzzy Classifier Generation: A Comparative ApproachAdinovam H. M. Pimenta, Heloisa de Arruda Camargo. sbrn 2010: 194-199 [doi]

Evolving Arbitrarily Connected Feedforward Neural Networks via Genetic AlgorithmsWilfredo J. Puma-Villanueva, Fernando J. Von Zuben. sbrn 2010: 127-132 [doi]

Reinforcement Learning Method for BioAgentsCélia Ghedini Ralha, Hugo W. Schneider, Maria Emilia M. T. Walter, A. L. Cetertich Bazzan. sbrn 2010: 109-114 [doi]

Local Feature Selection for Generation of Ensembles in Text ClusteringMarcelo Nunes Ribeiro, Ricardo Bastos Cavalcante Prudêncio. sbrn 2010: 67-72 [doi]

Multiple-Model Identification Using ANFIS for Nonlinear SystemsMarconi Câmara Rodrigues, Fábio Meneghetti Ugulino de Araújo, André Laurindo Maitelli. sbrn 2010: 206-211 [doi]

Applying a Discrete Particle Swarm Optimization Algorithm to Combinatorial ProblemsMatheus Rosendo, Aurora Pozo. sbrn 2010: 235-240 [doi]

Improvements in the Partitions Selection Strategy for Set of Clustering SolutionsTiemi C. Sakata, Katti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2010: 49-54 [doi]

Estimating the Number of Hidden Neurons of the MLP Using Singular Value Decomposition and Principal Components Analysis: A Novel ApproachJosé Daniel A. Santos, Guilherme De A. Barreto, Cláudio M. S. Medeiros. sbrn 2010: 19-24 [doi]

Use of Evolutionary Robots as an Auxiliary Tool for Developing Behavioral Models of Rats in an Elevated Plus-MazeHelder K. Shimo, Antônio C. Roque-da-Silva, Renato Tinós, Julian Tejada, Silvio Morato. sbrn 2010: 217-222 [doi]

Emergence of Neuronal Groups on a Self-Organized Spiking Neurons Network Based on Genetic AlgorithmGabriela E. Soares, Henrique E. Borges, Rogério M. Gomes, Geraldo Magela Couto Oliveira. sbrn 2010: 43-48 [doi]

Use of Multiobjective Genetic Algorithms in Feature SelectionNewton Spolaôr, Ana Carolina Lorena, Huei Diana Lee. sbrn 2010: 146-151 [doi]

Evolution Strategies with q-Gaussian Mutation for Dynamic Optimization ProblemsRenato Tinós, Shengxiang Yang. sbrn 2010: 223-228 [doi]

Static and Dynamic Weights in Ensemble Systems Built by Class-Based Feature Selection MethodsKarliane O. Vale, Antonino Feitosa Neto, Anne M. P. Canuto, Filipe G. Dias. sbrn 2010: 61-66 [doi]

Hybrid Systems to Select Variables for Time Series Forecasting Using MLP and Search AlgorithmsIvna Valença, Teresa Bernarda Ludermir, Mêuser Jorge Silva Valença. sbrn 2010: 247-252 [doi]

A New Class of Implicative Fuzzy Associative Memories for the Reconstruction of Gray-Scale Images Corrupted by Salt and Pepper NoiseMarcos Eduardo Valle. sbrn 2010: 200-205 [doi]

2008

Novelty Detection in Time Series Through Self-Organizing Networks: An Empirical Evaluation of Two Different ParadigmsLeonardo Aguayo, Guilherme De A. Barreto. sbrn 2008: 129-134 [doi]

Multi-label Text Categorization Using VG-RAM Weightless Neural NetworksClaudine Badue, Felipe Pedroni, Alberto Ferreira de Souza. sbrn 2008: 105-110 [doi]

Error Entropy and Mean Square Error Minimization Algorithms for Neural Identification of Supercritical Extraction ProcessRosana Paula de Oliveira Soares, Adriana Rosa Garcez Castro, Roberto Célio Limão de Oliveira, Vladimiro Miranda. sbrn 2008: 75-80 [doi]

Quantum Logical Neural NetworksWilson Rosa de Oliveira, Adenilton J. Silva, Teresa Bernarda Ludermir, Amanda Leonel, Wilson R. Galindo, Jefferson C. C. Pereira. sbrn 2008: 147-152 [doi]

A Strategyfor the Selection of Solutions of the Pareto Front Approximation in Multi-objective Clustering ApproachesKatti Faceli, Marcílio Carlos Pereira de Souto, André Carlos Ponce Leon Ferreira de Carvalho. sbrn 2008: 27-32 [doi]

Automatic Information Extraction in Semi-structured Official JournalsValmir Macário Filho, Ricardo Bastos Cavalcante Prudêncio, Francisco de A. T. de Carvalho, Leandro R. Torres, Laerte Rodrigues Jr., Marcos G. Lima. sbrn 2008: 51-56 [doi]

A Multi-objective Learning Algorithm for RBF Neural NetworkIllya Kokshenev, Antônio de Pádua Braga. sbrn 2008: 9-14 [doi]

Weightless Neural Networks: Knowledge-Based Inference SystemTeresa Bernarda Ludermir, Marcílio Carlos Pereira de Souto, Wilson Rosa de Oliveira. sbrn 2008: 207-212 [doi]

On Frequency Sensitive Competitive Learning for VQ Codebook DesignP. H. Espírito Santo, R. C. Albuquerque, D. C. Cunha, F. Madeiro. sbrn 2008: 135-140 [doi]

Selecting Neural Network Forecasting Models Using the Zoomed-Ranking ApproachPatrícia M. Santos, Teresa Bernarda Ludermir, Ricardo Bastos Cavalcante Prudêncio. sbrn 2008: 165-170 [doi]

A Methodology Using Neural Network to Cluster Validity Discovered from a Marketing DatabaseRenato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez. sbrn 2008: 3-8 [doi]

Selection of Radial Basis Functions via Genetic Algorithms in Pattern Recognition ProblemsRenato Tinós, Luiz Otávio Murta Jr.. sbrn 2008: 171-176 [doi]

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