Neurofuzzy interpolation. II. Reducing complexity of description. - Myriam Regattieri Delgado; Fernando José Von Zuben; A. F. Rocha (ICNN, 1993)

Unit-growing learning optimizing the solvability condition for model-free regression. - Fernando J. Von Zuben; Márcio Luiz De Andrade Netto (ICNN, 1995)

Second-order training for recurrent neural networks without teacher-forcing. - Fernando J. Von Zuben; Márcio Luiz De Andrade Netto (ICNN, 1995)

Modelos parametricos e não-parametricos de redes neurais artificiais e aplicações. - Fernando José Von Zuben (1996)

Projection pursuit and the solvability condition applied to constructive learning. - Fernando J. Von Zuben; Márcio Luiz De Andrade Netto (ICNN, 1997)

Feedforward Neural Network Initialization: an Evolutionary Approach. - Leandro Nunes de Castro; Eduardo Masato Iyoda; Fernando J. Von Zuben; Ricardo R. Gudwin (SBRN, 1998)

Evolutionary design of neurofuzzy networks for pattern classification. - Eduardo Masato Iyoda; Leandro Nunes de Castro; Fernando A. C. Gomide; Fernando J. Von Zuben (CEC, 1999)

Evolutionary computation applied to algorithmic composition. - Artemis Moroni; Jônatas Manzolli 001; Fernando J. Von Zuben; Ricardo R. Gudwin (CEC, 1999)

Modular and Hierarchial Evolutionary Design of Fuzzy Systems. - Myriam Regattieri Delgado; Fernando J. Von Zuben; Fernando A. C. Gomide (GECCO, 1999)

Hybrid tuning of activation functions in feedforward neural networks. - Leandro Nunes de Castro; Luis Alberto Ramirez; Fernando A. C. Gomide; Fernando J. Von Zuben (IJCNN, 1999)

An improving pruning technique with restart for the Kohonen self-organizing feature map. - Leandro Nunes de Castro; Fernando J. Von Zuben (IJCNN, 1999)

Evolutionary hybrid composition of activation functions in feedforward neural networks. - Eduardo Masato Iyoda; Fernando J. Von Zuben (IJCNN, 1999)

Improved second-order training algorithms for globally and partially recurrent neural networks. - Euripedes P. dos Santos; Fernando J. Von Zuben (IJCNN, 1999)

Evolutionary design of Takagi-Sugeno fuzzy systems: a modular and hierarchical approach. - Myriam Regattieri Delgado; Fernando J. Von Zuben; Fernando A. C. Gomide (FUZZ-IEEE, 2000)

An Evolutionary Immune Network for Data Clustering. - Leandro Nunes de Castro; Fernando J. Von Zuben (SBRN, 2000)

Application of neural networks to adaptive control of nonlinear systems: G.W. Ng, Control Systems Centre Series, UMIST, UK, 1997, ISBN: 0-86380-214-1. - Rosangela Ballini; Fernando J. Von Zuben (Autom., 2000)

On-Line Approach for Loss Reduction in Electric Power Distribution Networks Using Learning Classifier Systems. - Patrícia Amâncio Vargas; Christiano Lyra Filho; Fernando J. Von Zuben (IWLCS, 2001)

Immune and Neural Network Models: Theoretical and Empirical Comparisons. - Leandro Nunes de Castro; Fernando J. Von Zuben (Int. J. Comput. Intell. Appl., 2001)

Automatic Determination Of Radial Basis Functions: An Immunity-Based Approach. - Leandro Nunes de Castro; Fernando J. Von Zuben (Int. J. Neural Syst., 2001)

Hierarchical genetic fuzzy systems. - Myriam Regattieri Delgado; Fernando J. Von Zuben; Fernando A. C. Gomide (Inf. Sci., 2001)

Makespan minimization on parallel processors: an immune-based approach. - Alysson M. Costa; Patrícia A. Vargas; Fernando J. Von Zuben; Paulo Morelato França (IEEE Congress on Evolutionary Computation, 2002)

Coevolutionary design of Takagi-Sugeno fuzzy systems. - Myriam Regattieri Delgado; Fernando J. Von Zuben; Fernando A. C. Gomide (IEEE Congress on Evolutionary Computation, 2002)

Decentralized control system for autonomous navigation based on an evolved artificial immune network. - Roberto Michelan; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2002)

Capturing human judgment to simulate objective function. - Artemis Moroni; Fernando J. Von Zuben; Jônatas Manzolli 001; A. Mammana (IEEE Congress on Evolutionary Computation, 2002)

Application of Kohonen self-organizing maps to improve the performance of objective methods for speech quality assessment. - Jayme G. A. Barbedo; Moisés Vidal Ribeiro; Fernando José Von Zuben; Amauri Lopes; João Marcos Travassos Romano (EUSIPCO, 2002)

Multi-objective decision making: towards improvement of accuracy, interpretability and design autonomy in hierarchical genetic fuzzy systems. - Myriam Regattieri Delgado; Fernando J. Von Zuben; Fernando A. C. Gomide (FUZZ-IEEE, 2002)

Vehicle routing based on self-organization with and without fuzzy inference. - Lalinka de C. T. Gomes; Fernando J. Von Zuben (FUZZ-IEEE, 2002)

Fuzzy systems design via ensembles of ANFIS. - Clodoaldo Ap. M. Lima; André L. V. Coelho; Fernando J. Von Zuben (FUZZ-IEEE, 2002)

An Integrated System For Phylogenetic Inference Using Evolutionary Algorithms. - Oclair Prado; Fernando J. Von Zuben (GECCO, 2002)

A Step-by-Step Description of a Multi-Purpose Evolutionary Algorithm for Phylogenetic Tree Reconstruction. - Oclair Prado; Fernando J. Von Zuben (GECCO Late Breaking Papers, 2002)

Mapping Artificial Immune Systems into Learning Classifier Systems. - Patrícia Amâncio Vargas; Leandro Nunes de Castro; Fernando J. Von Zuben (IWLCS, 2002)

A Heuristic Method Based on Unsupervised Learning and Fuzzy Inference for the Vehicle Routing Problem. - Lalinka de C. T. Gomes; Fernando J. Von Zuben (SBRN, 2002)

Mixture of Experts Applied to Nonlinear Dynamic Systems Identification: A Comparative Study. - Clodoaldo Ap. M. Lima; André Luís Vasconcelos Coelho; Fernando J. Von Zuben (SBRN, 2002)

Identification of a Multivariate Fermentation Process using Constructive Learning. - Luiz Augusto da Cruz Meleiro; Ricardo J. G. B. Campello; Rubens Maciel Filho; Fernando J. Von Zuben (SBRN, 2002)

Ordering Gene Expression Data Using One-dimensional Self-Organizing Maps. - Lalinka de C. T. Gomes; Fernando J. Von Zuben; Pablo Moscato (WOB, 2002)

Evolving Phylogenetic Trees: an Alternative to Black-Box Approaches. - Oclair Prado; Fernando J. Von Zuben; Sérgio Furtado dos Reis (WOB, 2002)

Transductive Support Vector Machines for Cancer Diagnosis and Classification of Microarray Gene Expression Data. - Robinson Semoline; Fernando J. Von Zuben (WOB, 2002)

Hybrid neural networks: An evolutionary approach with local search. - Eduardo Masato Iyoda; Fernando J. Von Zuben (Integr. Comput. Aided Eng., 2002)

Sigma-Pi Cascade Extended Hybrid Neural Network. - Eduardo Masato Iyoda; Kaoru Hirota; Fernando J. Von Zuben (J. Adv. Comput. Intell. Intell. Informatics, 2002)

Multiple criteria optimization based on unsupervised learning and fuzzy inference applied to the vehicle routing problem. - Lalinka de C. T. Gomes; Fernando J. Von Zuben (J. Intell. Fuzzy Syst., 2002)

Learning and optimization using the clonal selection principle. - Leandro Nunes de Castro; Fernando J. Von Zuben (IEEE Trans. Evol. Comput., 2002)

A classifier system in real applications for robot navigation. - Renato Reder Cazangi; Fernando J. Von Zuben; Maurício F. Figueiredo (IEEE Congress on Evolutionary Computation, 2003)

GA-based selection of components for heterogeneous ensembles of support vector machines. - André L. V. Coelho; Clodoaldo Ap. M. Lima; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2003)

Implementation of an immuno-genetic network on a real Khepera II robot. - Patrícia Amâncio Vargas; Leandro Nunes de Castro; Roberto Michelan; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2003)

An Immune Learning Classifier Network for Autonomous Navigation. - Patrícia Amâncio Vargas; Leandro Nunes de Castro; Roberto Michelan; Fernando J. Von Zuben (ICARIS, 2003)

A Multiagent-Based Constructive Approach for Feedforward Neural Networks. - Clodoaldo Ap. M. Lima; André Luís Vasconcelos Coelho; Fernando J. Von Zuben (IDA, 2003)

Constructive neural network in model-based control of a biotechnological process. - Luiz Augusto da Cruz Meleiro; Rubens Maciel Filho; Fernando J. Von Zuben (IJCNN, 2003)

Transductive support vector machines for classification of microarray gene expression data. - Robinson Semolini; Fernando J. Von Zuben (IJCNN, 2003)

A paradigm for blind IIR equalization using the constant modulus criterion and an artificial immune network. - Romis Ribeiro Faissol Attux; Leandro Nunes de Castro; Fernando José Von Zuben; João Marcos Travassos Romano (NNSP, 2003)

Unsupervised channel equalization using fuzzy prediction-error filters. - Rafael Ferrari; Cristiano M. Panazio; Romis Ribeiro Faissol Attux; Charles Casimiro Cavalcante; Leandro Nunes de Castro; Fernando José Von Zuben; João M. T. Romano (NNSP, 2003)

Hybrid genetic training of gated mixtures of experts for nonlinear time series forecasting. - André L. V. Coelho; Clodoaldo Ap. M. Lima; Fernando J. Von Zuben (SMC, 2003)

Copt-aiNet and the Gene Ordering Problem. - Lalinka de C. T. Gomes; Janaína S. de Sousa; George Barreto Bezerra; Leandro Nunes de Castro; Fernando J. Von Zuben (WOB, 2003)

Blind Search for Optimal Wiener Equalizers Using an Artificial Immune Network Model. - Romis Ribeiro Faissol Attux; Murilo Bellezoni Loiola; Ricardo Suyama; Leandro Nunes de Castro; Fernando J. Von Zuben; João Marcos Travassos Romano (EURASIP J. Adv. Signal Process., 2003)

The construction of a Boolean competitive neural network using ideas from immunology. - Leandro Nunes de Castro; Fernando J. Von Zuben; Getúlio A. de Deus Jr. (Neurocomputing, 2003)

A Hierarchical Immune Network Applied to Gene Expression Data. - George Barreto Bezerra; Leandro Nunes de Castro; Fernando J. Von Zuben (ICARIS, 2004)

Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search. - Fabrício Olivetti de França; Fernando J. Von Zuben; Leandro Nunes de Castro (ICONIP, 2004)

Recent Advances in Gene Expression Data Clustering: A Case Study with Comparative Results. - George Barreto Bezerra; Geraldo M. A. Cançado; Marcelo Menossi; Leandro Nunes de Castro; Fernando J. Von Zuben (WOB, 2004)

A Multi-Neighbor-Joining Approach for Phylogenetic Tree Reconstruction and Visualization. - Ana Estela Antunes da Silva; Wilfredo Jaime Puma Villanueva; Helder Knidel; Vinícius Bonato; Sérgio Furtado dos Reis; Fernando J. Von Zuben (WOB, 2004)

A proposal for direct-ordering gene expression data by self-organising maps. - Lalinka de Campos Teixeira Gomes; Fernando J. Von Zuben; Pablo Moscato (Appl. Soft Comput., 2004)

Coevolutionary genetic fuzzy systems: a hierarchical collaborative approach. - Myriam Regattieri Delgado; Fernando J. Von Zuben; Fernando A. C. Gomide (Fuzzy Sets Syst., 2004)

An Immune-Evolutionary Algorithm for Multiple Rearrangements of Gene Expression Data. - Janaína S. de Sousa; Lalinka de C. T. Gomes; George Barreto Bezerra; Leandro Nunes de Castro; Fernando J. Von Zuben (Genet. Program. Evolvable Mach., 2004)

Handling Data Sparseness in Gene Network Reconstruction. - George Barreto Bezerra; Tiago V. Barra; Fernando J. Von Zuben; Leandro Nunes de Castro (CIBCB, 2005)

Artificial Homeostatic System: A Novel Approach. - Patrícia Amâncio Vargas; Renan Cipriano Moioli; Leandro Nunes de Castro; Jon Timmis; Mark James Neal; Fernando J. Von Zuben (ECAL, 2005)

Interactive Control of Evolution Applied to Sound Synthesis. - Marcelo F. Caetano; Jônatas Manzolli 001; Fernando J. Von Zuben (FLAIRS, 2005)

Autonomous navigation system applied to collective robotics with ant-inspired communication. - Renato Reder Cazangi; Fernando J. Von Zuben; Maurício F. Figueiredo (GECCO, 2005)

An artificial immune network for multimodal function optimization on dynamic environments. - Fabrício Olivetti de França; Fernando J. Von Zuben; Leandro Nunes de Castro (GECCO, 2005)

RABNET: a real-valued antibody network for data clustering. - Helder Knidel; Leandro Nunes de Castro; Fernando J. Von Zuben (GECCO, 2005)

An Immune-Inspired Approach to Bayesian Networks. - Pablo Alberto Dalbem de Castro; Fernando J. Von Zuben (HIS, 2005)

Adaptive Radius Immune Algorithm for Data Clustering. - George Barreto Bezerra; Tiago V. Barra; Leandro Nunes de Castro; Fernando J. Von Zuben (ICARIS, 2005)

Application of an Artificial Immune System in a Compositional Timbre Design Technique. - Marcelo F. Caetano; Jônatas Manzolli 001; Fernando J. Von Zuben (ICARIS, 2005)

Designing Ensembles of Fuzzy Classification Systems: An Immune-Inspired Approach. - Pablo Alberto Dalbem de Castro; Guilherme Palermo Coelho; Marcelo F. Caetano; Fernando J. Von Zuben (ICARIS, 2005)

Fault Detection Algorithm for Telephone Systems Based on the Danger Theory. - José Carlos L. Pinto; Fernando J. Von Zuben (ICARIS, 2005)

Data Clustering with a Neuro-immune Network. - Helder Knidel; Leandro Nunes de Castro; Fernando J. Von Zuben (ICNC (1), 2005)

Least-squares support vector machines for DOA estimation: a step-by-step description and sensitivity analysis. - Clodoaldo A. M. Lima; Cynthia Junqueira; Ricardo Suyama; Fernando J. Von Zuben; João Marcos Travassos Romano (IJCNN, 2005)

Mixture of heterogeneous experts applied to time series: a comparative study. - Wilfredo Jaime Puma Villanueva; Clodoaldo Ap. M. Lima; Euripedes P. dos Santos; Fernando J. Von Zuben (IJCNN, 2005)

Max Min Ant System and Capacitated p-Medians: Extensions and Improved Solutions. - Fabrício Olivetti de França; Fernando J. Von Zuben; Leandro Nunes de Castro (Informatica (Slovenia), 2005)

Immune Learning Classifier Networks: Evolving Nodes and Connections. - Renato Reder Cazangi; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2006)

Evolutionary Stigmergy in Multipurpose Navigation Systems. - Renato Reder Cazangi; Fernando J. Von Zuben; Maurício F. Figueiredo (IEEE Congress on Evolutionary Computation, 2006)

New Perspectives for the Biclustering Problem. - Fabrício Olivetti de França; George Barreto Bezerra; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2006)

Handling Time-Varying TSP Instances. - Fabrício Olivetti de França; Lalinka de C. T. Gomes; Leandro Nunes de Castro; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2006)

Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels. - Cynthia Junqueira; Fabrício Olivetti de França; Romis Ribeiro Faissol Attux; Cristiano M. Panazio; Leandro Nunes de Castro; Fernando J. Von Zuben; João Marcos Travassos Romano (IEEE Congress on Evolutionary Computation, 2006)

Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics. - Leonardo Tomazeli Duarte; Ricardo Suyama; Romis Ribeiro Faissol Attux; Fernando J. Von Zuben; João Marcos Travassos Romano (ICA, 2006)

An Immunological Filter for Spam. - George Barreto Bezerra; Tiago V. Barra; Hamilton M. Ferreira; Helder Knidel; Leandro Nunes de Castro; Fernando J. Von Zuben (ICARIS, 2006)

omni-aiNet: An Immune-Inspired Approach for Omni Optimization. - Guilherme Palermo Coelho; Fernando J. Von Zuben (ICARIS, 2006)

An Immunological Density-Preserving Approach to the Synthesis of RBF Neural Networks for classification. - Tiago V. Barra; George Barreto Bezerra; Leandro Nunes de Castro; Fernando J. Von Zuben (IJCNN, 2006)

Bayesian Learning of Neural Networks by Means of Artificial Immune Systems. - Pablo A. D. Castro; Fernando J. Von Zuben (IJCNN, 2006)

The Influence of the Pool of Candidates on the Performance of Selection and Combination Techniques in Ensembles. - Guilherme Palermo Coelho; Fernando J. Von Zuben (IJCNN, 2006)

A Supervised Constructive Neuro-Immune Network for Pattern Classification. - Helder Knidel; Fernando J. Von Zuben; Leandro Nunes de Castro (IJCNN, 2006)

Support Vector Clustering Applied to Digital Communications. - Clodoaldo Ap. M. Lima; Rafael Ferrari; Helder Knidel; Cynthia Junqueira; Romis Ribeiro Faissol Attux; João Marcos Travassos Romano; Fernando J. Von Zuben (IJCNN, 2006)

Data partition and variable selection for time series prediction using wrappers. - Wilfredo Jaime Puma Villanueva; Euripedes P. dos Santos; Fernando J. Von Zuben (IJCNN, 2006)

A Hybrid Ensemble Model Applied to the Short-Term Load Forecasting Problem. - Ricardo Menezes Salgado; Joaquim J. F. Pereira; Takaaki Ohishi; Rosangela Ballini; Clodoaldo Ap. M. Lima; Fernando J. Von Zuben (IJCNN, 2006)

ArTVox: Evolutionary Composition in Visual and Sound Domains. - Artemis Moroni; Rafael Maiolla; Jônatas Manzolli 001; Fernando J. Von Zuben (Smart Graphics, 2006)

ArTbitrating JaVox: Evolution Applied to Visual and Sound Composition. - Artemis Moroni; Jônatas Manzolli 001; Fernando J. Von Zuben (SIACG, 2006)

An evolutionary approach for autonomous robotic tracking of dynamic targets in healthcare environments. - Renato Reder Cazangi; Craig Feied; Michael Gillam; Jonathan A. Handler; Mark S. Smith; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2007)

Self-organizing Bio-inspired Sound Transformation. - Marcelo F. Caetano; Jônatas Manzolli 001; Fernando J. Von Zuben (EvoWorkshops, 2007)

Evaluating the Performance of a Biclustering Algorithm Applied to Collaborative Filtering - A Comparative Analysis. - Pablo Alberto Dalbem de Castro; Fabrício Olivetti de França; Hamilton M. Ferreira; Fernando J. Von Zuben (HIS, 2007)

Applying Biclustering to Text Mining: An Immune-Inspired Approach. - Pablo Alberto Dalbem de Castro; Fabrício Olivetti de França; Hamilton M. Ferreira; Fernando J. Von Zuben (ICARIS, 2007)

A Wrapper for Projection Pursuit Learning. - Leonardo M. Holschuh; Clodoaldo Ap. M. Lima; Fernando J. Von Zuben (IJCNN, 2007)

Long-term time series prediction using wrappers for variable selection and clustering for data partition. - Wilfredo Jaime Puma Villanueva; Euripedes P. dos Santos; Fernando J. Von Zuben (IJCNN, 2007)

Applying Biclustering to Perform Collaborative Filtering. - Pablo A. D. de Castro; Fabrício Olivetti de França; Hamilton M. Ferreira; Fernando J. Von Zuben (ISDA, 2007)

A Multiobjective Approach to Phylogenetic Trees: Selecting the Most Promising Solutions from the Pareto Front. - Guilherme Palermo Coelho; Fernando J. Von Zuben; Ana Estela Antunes da Silva (ISDA, 2007)

Analysis of Sensitivity to the Kernel Parameter Choice: Comparing the Performance Profiles Exhibited by Standard andLeast-Squares SVM Classifiers. - Clodoaldo Ap. M. Lima; André L. V. Coelho; Fernando J. Von Zuben (ISDA, 2007)

Analysing Learning Classifier Systems in Reactive and Non-reactive Robotic Tasks. - Renan Cipriano Moioli; Patrícia Amâncio Vargas; Fernando J. Von Zuben (IWLCS, 2007)

Evolving Phylogenetic Trees: A Multiobjective Approach. - Guilherme Palermo Coelho; Ana Estela Antunes da Silva; Fernando J. Von Zuben (BSB, 2007)

A Nonlinear Prediction Approach to the Blind Separation of Convolutive Mixtures. - Ricardo Suyama; Leonardo Tomazeli Duarte; Rafael Ferrari; Leandro Elias Paiva Rangel; Romis Ribeiro Faissol Attux; Charles Casimiro Cavalcante; Fernando J. Von Zuben; João Marcos Travassos Romano (EURASIP J. Adv. Signal Process., 2007)

Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification. - Clodoaldo Ap. M. Lima; André L. V. Coelho; Fernando J. Von Zuben (Inf. Sci., 2007)

bicACO: An Ant Colony Inspired Biclustering Algorithm. - Fabrício Olivetti de França; Guilherme Palermo Coelho; Fernando J. Von Zuben (ANTS Conference, 2008)

Towards the evolution of an artificial homeostatic system. - Renan Cipriano Moioli; Patrícia Amâncio Vargas; Fernando J. Von Zuben; Phil Husbands (IEEE Congress on Evolutionary Computation, 2008)

Multivariate ant colony optimization in continuous search spaces. - Fabrício Olivetti de França; Guilherme Palermo Coelho; Fernando J. Von Zuben; Romis Ribeiro Faissol Attux (GECCO, 2008)

Feature Subset Selection by Means of a Bayesian Artificial Immune System. - Pablo A. D. Castro; Fernando J. Von Zuben (HIS, 2008)

MOBAIS: A Bayesian Artificial Immune System for Multi-Objective Optimization. - Pablo A. D. Castro; Fernando J. Von Zuben (ICARIS, 2008)

A Multi-Objective Multipopulation Approach for Biclustering. - Guilherme Palermo Coelho; Fabrício Olivetti de França; Fernando J. Von Zuben (ICARIS, 2008)

Evolving an Artificial Homeostatic System. - Renan Cipriano Moioli; Patrícia Amâncio Vargas; Fernando J. Von Zuben; Phil Husbands (SBIA, 2008)

Improving a multi-objective multipopulation artificial immune network for biclustering. - Guilherme Palermo Coelho; Fabrício Olivetti de França; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2009)

A dynamic artificial immune algorithm applied to challenging benchmarking problems. - Fabrício Olivetti de França; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2009)

A Complex Neighborhood based Particle Swarm Optimization. - Alan Godoy; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2009)

Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System. - Cristina Wada; Douglas M. Consolaro; Rafael Ferrari; Ricardo Suyama; Romis Ribeiro Faissol Attux; Fernando J. Von Zuben (ICA, 2009)

Learning Bayesian networks to perform feature selection. - Pablo A. D. Castro; Fernando J. Von Zuben (IJCNN, 2009)

Constructive learning neural network applied to identification and control of a fuel-ethanol fermentation process. - Luiz Augusto da Cruz Meleiro; Fernando J. Von Zuben; Rubens Maciel Filho (Eng. Appl. Artif. Intell., 2009)

Homeostasis and evolution together dealing with novelties and managing disruptions. - Patrícia A. Vargas; Renan Cipriano Moioli; Fernando J. Von Zuben; Phil Husbands (Int. J. Intell. Comput. Cybern., 2009)

BAIS: A Bayesian Artificial Immune System for the effective handling of building blocks. - Pablo Alberto Dalbem de Castro; Fernando J. Von Zuben (Inf. Sci., 2009)

Multi-objective Bayesian Artificial Immune System: Empirical Evaluation and Comparative Analyses. - Pablo A. D. Castro; Fernando J. Von Zuben (J. Math. Model. Algorithms, 2009)

Multi-Objective Biclustering: When Non-dominated Solutions are not Enough. - Guilherme Palermo Coelho; Fabrício Olivetti de França; Fernando J. Von Zuben (J. Math. Model. Algorithms, 2009)

Pattern classification with mixtures of weighted least-squares support vector machine experts. - Clodoaldo Ap. M. Lima; André L. V. Coelho; Fernando J. Von Zuben (Neural Comput. Appl., 2009)

Synthesis of Spatio-temporal Models by the Evolution of Non-uniform Cellular Automata. - Ana L. T. Romano; Wilfredo Jaime Puma Villanueva; Marcelo Serrano Zanetti; Fernando J. Von Zuben (Foundations of Computational Intelligence (4), 2009)

A Concentration-based Artificial Immune Network for continuous optimization. - Guilherme Palermo Coelho; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2010)

On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing. - Fabrício Olivetti de França; Guilherme Palermo Coelho; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2010)

Finding a high coverage set of 5-biclusters with swarm intelligence. - Fabrício Olivetti de França; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2010)

A Gaussian Artificial Immune System for Multi-Objective optimization in continuous domains. - Pablo A. D. Castro; Fernando J. Von Zuben (HIS, 2010)

Density Preservation and Vector Quantization in Immune-Inspired Algorithms. - Alisson G. Azzolini; Ricardo P. V. Violato; Fernando J. Von Zuben (ICARIS, 2010)

GAIS: A Gaussian Artificial Immune System for Continuous Optimization. - Pablo A. D. Castro; Fernando J. Von Zuben (ICARIS, 2010)

Antibodies with Adaptive Radius as Prototypes of High-Dimensional Datasets. - Ricardo P. V. Violato; Alisson G. Azzolini; Fernando J. Von Zuben (ICARIS, 2010)

Evolving Arbitrarily Connected Feedforward Neural Networks via Genetic Algorithms. - Wilfredo Jaime Puma Villanueva; Fernando J. Von Zuben (SBRN, 2010)

Multi-objective feature selection using a Bayesian artificial immune system. - Pablo A. D. Castro; Fernando J. Von Zuben (Int. J. Intell. Comput. Cybern., 2010)

Conceptual and Practical Aspects of the aiNet Family of Algorithms. - Fabrício Olivetti de França; Guilherme Palermo Coelho; Pablo A. D. Castro; Fernando J. Von Zuben (Int. J. Nat. Comput. Res., 2010)

Query expansion using an immune-inspired biclustering algorithm. - Pablo Alberto Dalbem de Castro; Fabrício Olivetti de França; Hamilton M. Ferreira; Guilherme Palermo Coelho; Fernando J. Von Zuben (Nat. Comput., 2010)

Artificial Immune Systems: structure, function, diversity and an application to biclustering. - Leandro Nunes de Castro; Jon Timmis; Helder Knidel; Fernando J. Von Zuben (Nat. Comput., 2010)

Neural network ensembles: immune-inspired approaches to the diversity of components. - Rodrigo Pasti; Leandro Nunes de Castro; Guilherme Palermo Coelho; Fernando J. Von Zuben (Nat. Comput., 2010)

An immune-inspired multi-objective approach to the reconstruction of phylogenetic trees. - Guilherme Palermo Coelho; Ana Estela Antunes da Silva; Fernando J. Von Zuben (Neural Comput. Appl., 2010)

Evolutionary multi-objective optimization for the vendor-managed inventory routing problem. - Regina M. Azuma; Guilherme Palermo Coelho; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2011)

Training multilayer perceptrons with a Gaussian Artificial Immune System. - Pablo A. D. Castro; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2011)

A Concentration-based Artificial Immune Network for combinatorial optimization. - Guilherme Palermo Coelho; Fabrício Olivetti de França; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2011)

Extracting additive and multiplicative coherent biclusters with swarm intelligence. - Fabrício Olivetti de França; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2011)

Online learning in estimation of distribution algorithms for dynamic environments. - André R. Gonçalves 001; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2011)

Simultaneous capacitor placement and reconfiguration for loss reduction in distribution networks by a hybrid genetic algorithm. - Salomão Sampaio Madeiro; Edson Galvao; Celso Cavellucci; Christiano Lyra; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2011)

Heuristics to avoid redundant solutions on population-based multimodal continuous optimization. - Rodrigo Pasti; Fernando J. Von Zuben; Renato Dourado Maia; Leandro Nunes de Castro (IEEE Congress on Evolutionary Computation, 2011)

Assessing the performance of a swarm-based biclustering technique for data imputation. - Rosana Veroneze; Fabrício Olivetti de França; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2011)

A Concentration-Based Artificial Immune Network for Multi-objective Optimization. - Guilherme Palermo Coelho; Fernando J. Von Zuben (EMO, 2011)

Designing fuzzy rule bases with a Bayesian Artificial Immune System. - Pablo A. D. Castro; Heloisa A. Camargo; Fernando J. Von Zuben (HIS, 2011)

A neural architecture to address Reinforcement Learning problems. - Rodrigo L. S. de Arruda; Fernando J. Von Zuben (IJCNN, 2011)

An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem. - Levy Boccato; Amauri Lopes; Romis Attux; Fernando J. Von Zuben (IJCNN, 2011)

Induction of linear genetic programs for relational database manipulation. - Gabriel Ambrosio Archanjo; Fernando J. Von Zuben (IRI, 2011)

Ecosystems Computing: Introduction to Biogeographic Computation. - Rodrigo Pasti; Fernando J. Von Zuben; Leandro Nunes de Castro (Int. J. Nat. Comput. Res., 2011)

Learning Ensembles of Neural Networks by Means of a Bayesian Artificial Immune System. - Pablo Alberto Dalbem de Castro; Fernando J. Von Zuben (IEEE Trans. Neural Networks, 2011)

The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study. - André R. Gonçalves 001; Rosana Veroneze; Salomão Sampaio Madeiro; Carlos R. B. Azevedo; Fernando J. Von Zuben (ICANN (2), 2012)

Gradient-Based Algorithms for the Automatic Construction of Fuzzy Cognitive Maps. - Salomão Sampaio Madeiro; Fernando J. Von Zuben (ICMLA (1), 2012)

A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems. - Rosana Veroneze; André R. Gonçalves 001; Fernando J. Von Zuben (IDEAL, 2012)

Performance analysis of nonlinear echo state network readouts in signal processing tasks. - Levy Boccato; Diogo C. Soriano; Romis Attux; Fernando J. Von Zuben (IJCNN, 2012)

Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines. - Guilherme Palermo Coelho; Celso C. Barbante; Levy Boccato; Romis Ribeiro Faissol Attux; Jose R. Oliveira; Fernando J. Von Zuben (IJCNN, 2012)

Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems. - Gabriel Ambrosio Archanjo; Fernando J. Von Zuben (Adv. Softw. Eng., 2012)

A constructive algorithm to synthesize arbitrarily connected feedforward neural networks. - Wilfredo Jaime Puma Villanueva; Euripedes P. dos Santos; Fernando J. Von Zuben (Neurocomputing, 2012)

An extended echo state network using Volterra filtering and principal component analysis. - Levy Boccato; Amauri Lopes; Romis Attux; Fernando J. Von Zuben (Neural Networks, 2012)

Anticipatory Stochastic Multi-Objective Optimization for uncertainty handling in portfolio selection. - Carlos R. B. Azevedo; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2013)

Regularized hypervolume selection for robust portfolio optimization in dynamic environments. - Carlos R. B. Azevedo; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2013)

A multi-Gaussian component EDA with restarting applied to direction of arrival tracking. - André R. Gonçalves 001; Levy Boccato; Romis Attux; Fernando J. Von Zuben (IEEE Congress on Evolutionary Computation, 2013)

Topology of social networks and efficiency of collective intelligence methods. - Alan Godoy; Fernando J. Von Zuben (GECCO (Companion), 2013)

Evaluating the performance of a Bayesian Artificial Immune System for designing fuzzy rule bases. - Pablo A. D. Castro; Heloisa A. Camargo; Fernando J. Von Zuben (Int. J. Hybrid Intell. Syst., 2013)

Predicting missing values with biclustering: A coherence-based approach. - Fabrício Olivetti de França; Guilherme Palermo Coelho; Fernando J. Von Zuben (Pattern Recognit., 2013)

Multi-task Sparse Structure Learning. - André R. Gonçalves 001; Puja Das; Soumyadeep Chatterjee; Vidyashankar Sivakumar; Fernando J. Von Zuben; Arindam Banerjee 001 (CIKM, 2014)

Enumerating all maximal biclusters in real-valued datasets. - Rosana Veroneze; Arindam Banerjee 001; Fernando J. Von Zuben (CoRR, 2014)

Self-organization and lateral interaction in echo state network reservoirs. - Levy Boccato; Romis Attux; Fernando J. Von Zuben (Neurocomputing, 2014)

A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order. - Daniel G. Silva; Everton Z. Nadalin; Guilherme Palermo Coelho; Leonardo Tomazeli Duarte; Ricardo Suyama; Romis Attux; Fernando J. Von Zuben; Jugurta Montalvão (Signal Process., 2014)

Multi-Label Structure Learning with Ising Model Selection. - André R. Gonçalves 001; Fernando J. Von Zuben; Arindam Banerjee 001 (IJCAI, 2015)

On Bicluster Aggregation and its Benefits for Enumerative Solutions. - Saullo Haniell Galvão de Oliveira; Rosana Veroneze; Fernando J. Von Zuben (MLDM, 2015)

Regularized Linear and Nonlinear Autoregressive Models for Dengue Confirmed-Cases Prediction. - Larissa Braz Sousa; Claudio J. Von Zuben; Fernando J. Von Zuben (UCNC, 2015)

Online Social Network Analysis: A Survey of Research Applications in Computer Science. - David Burth Kurka; Alan Godoy; Fernando J. Von Zuben (CoRR, 2015)

Asymmetric Distributions from Constrained Mixtures. - Conrado Silva Miranda; Fernando J. Von Zuben (CoRR, 2015)

Hybrid Algorithm for Multi-Objective Optimization by Greedy Hypervolume Maximization. - Conrado Silva Miranda; Fernando José Von Zuben (CoRR, 2015)

Multi-Objective Optimization for Self-Adjusting Weighted Gradient in Machine Learning Tasks. - Conrado Silva Miranda; Fernando José Von Zuben (CoRR, 2015)

Reducing the Training Time of Neural Networks by Partitioning. - Conrado Silva Miranda; Fernando José Von Zuben (CoRR, 2015)

A Multitask Learning View on the Earth System Model Ensemble. - André R. Gonçalves 001; Fernando J. Von Zuben; Arindam Banerjee 001 (Comput. Sci. Eng., 2015)

Birds of a Feather Tweet Together: Computational Techniques to Understand User Communities in Social Networks. - David Burth Kurka; Alan Godoy; Fernando J. Von Zuben (#Microposts, 2016)

Effects of Social Ties in Knowledge Diffusion: case study on PLOS ONE. - Felipe Eltermann; Alan Godoy; Fernando J. Von Zuben (CoRR, 2016)

Single-Solution Hypervolume Maximization and its use for Improving Generalization of Neural Networks. - Conrado Silva Miranda; Fernando José Von Zuben (CoRR, 2016)

Multi-task Sparse Structure Learning with Gaussian Copula Models. - André R. Gonçalves 001; Fernando J. Von Zuben; Arindam Banerjee 001 (J. Mach. Learn. Res., 2016)

Learning to Anticipate Flexible Choices in Multiple Criteria Decision-Making Under Uncertainty. - Carlos R. B. Azevedo; Fernando J. Von Zuben (IEEE Trans. Cybern., 2016)

Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning. - André R. Gonçalves 001; Arindam Banerjee 001; Fernando J. Von Zuben (AAAI, 2017)

Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures. - Fernando S. Beserra; Marcos M. Raimundo; Fernando J. Von Zuben (CIARP, 2017)

Many-Objective Ensemble-Based Multilabel Classification. - Marcos M. Raimundo; Fernando J. Von Zuben (CIARP, 2017)

Using Retweet Information as a Feature to Classify Messages Contents. - David Burth Kurka; Alan Godoy; Fernando J. Von Zuben (WWW (Companion Volume), 2017)

An Extremal Optimization approach to parallel resonance constrained capacitor placement problem. - André R. Gonçalves 001; Celso C. Cavelucci; Christiano Lyra Filho; Fernando J. Von Zuben (CoRR, 2017)

Efficient mining of maximal biclusters in mixed-attribute datasets. - Rosana Veroneze; Fernando J. Von Zuben (CoRR, 2017)

Enumerating all maximal biclusters in numerical datasets. - Rosana Veroneze; Arindam Banerjee 001; Fernando J. Von Zuben (Inf. Sci., 2017)

Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes. - Conrado Silva Miranda; Fernando J. Von Zuben (IEEE Trans. Evol. Comput., 2017)

Multi-Objective Semantic Mutation for Genetic Programming. - Joao Victor C. Fracasso; Fernando J. Von Zuben (CEC, 2018)

Investigating multiobjective methods in multitask classification. - Marcos M. Raimundo; Fernando J. Von Zuben (IJCNN, 2018)

RIn-Close_CVC2: an even more efficient enumerative algorithm for biclustering of numerical datasets. - Rosana Veroneze; Fernando J. Von Zuben (CoRR, 2018)

Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in Horses. - Alexandre Maciel-Guerra; Grazziela P. Figueredo; Fernando J. Von Zuben; Eliane Marti; Jamie Twycross; Marcos J. C. Alcocer (CEC, 2019)

Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning. - Saullo H. G. Oliveira; André R. Gonçalves 001; Fernando J. Von Zuben (IJCAI, 2019)

An Improved Version of the Fuzzy Set Based Evolving Modeling with Multitask Learning. - Amanda O. C. Ayres; Fernando J. Von Zuben (FUZZ-IEEE, 2020)

Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets. - Marcos M. Raimundo; Fernando J. Von Zuben (IJCNN, 2020)

New advances in enumerative biclustering algorithms with online partitioning. - Rosana Veroneze; Fernando J. Von Zuben (CoRR, 2020)

An extension of the non-inferior set estimation algorithm for many objectives. - Marcos M. Raimundo; Paulo A. V. Ferreira; Fernando J. Von Zuben (Eur. J. Oper. Res., 2020)

Simulated annealing for symbolic regression. - Daniel Kantor; Fernando J. Von Zuben; Fabrício Olivetti de França (GECCO, 2021)

The Extreme Value Evolving Predictor in Multiple Time Series Learning. - Amanda O. C. Ayres; Fernando J. Von Zuben (ICAISC (1), 2021)

Wind Speed Forecasting via Multi-task Learning. - Gabriel R. Lencione; Fernando J. Von Zuben (IJCNN, 2021)

Scalability achievements for enumerative biclustering with online partitioning: Case studies involving mixed-attribute datasets. - Rosana Veroneze; Fernando J. Von Zuben (Eng. Appl. Artif. Intell., 2021)

Multitask learning applied to evolving fuzzy-rule-based predictors. - Amanda O. C. Ayres; Fernando J. Von Zuben (Evol. Syst., 2021)

Exploring multiobjective training in multiclass classification. - Marcos M. Raimundo; Thalita F. Drumond; Alan Caio R. Marques; Christiano Lyra; Anderson Rocha 001; Fernando J. Von Zuben (Neurocomputing, 2021)

Multi-Objective Bilevel Recommender System for Food Diets. - Vítor O. Pochmann; Fernando J. Von Zuben (CEC, 2022)

Online Convex Optimization of a Multi-task Fuzzy Rule-based Evolving System. - Gabriel R. Lencione; Amanda O. C. Ayres; Fernando J. Von Zuben (FUZZ-IEEE, 2022)

The Extreme Value Evolving Predictor. - Amanda O. C. Ayres; Fernando J. Von Zuben (IEEE Trans. Fuzzy Syst., 2022)

Asymmetric Multi-Task Learning with Local Transference. - Saullo H. G. Oliveira; André R. Gonçalves 001; Fernando J. Von Zuben (ACM Trans. Knowl. Discov. Data, 2022)

OFA2: A Multi-Objective Perspective for the Once-for-All Neural Architecture Search. - Rafael C. Ito; Fernando J. Von Zuben (IJCNN, 2023)

Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods. - Gabriel R. Lencione; Fernando J. Von Zuben (CoRR, 2023)

OFA3: Automatic Selection of the Best Non-dominated Sub-networks for Ensembles. - Rafael C. Ito; Emely Pujólli da Silva; Fernando J. Von Zuben (IJCNN, 2024)