| 2024 | IJCNN | OFA | Rafael C. Ito, Emely Pujlli da Silva, Fernando J. Von Zuben |
| 2023 | IJCNN | OFA | Rafael C. Ito, Fernando J. Von Zuben |
| 2022 | CEC | Multi-Objective Bilevel Recommender System for Food Diets. | Vtor O. Pochmann, Fernando J. Von Zuben |
| 2021 | GECCO | Simulated annealing for symbolic regression. | Daniel Kantor, Fernando J. Von Zuben, Fabrcio Olivetti de Frana |
| 2021 | ICAISC | The Extreme Value Evolving Predictor in Multiple Time Series Learning. | Amanda O. C. Ayres, Fernando J. Von Zuben |
| 2021 | IJCNN | Wind Speed Forecasting via Multi-task Learning. | Gabriel R. Lencione, Fernando J. Von Zuben |
| 2020 | IJCNN | Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets. | Marcos M. Raimundo, Fernando J. Von Zuben |
| 2019 | CEC | 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 |
| 2019 | IJCAI | Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning. | Saullo H. G. Oliveira, Andr R. Gonalves, Fernando J. Von Zuben |
| 2018 | CEC | Multi-Objective Semantic Mutation for Genetic Programming. | Joao Victor C. Fracasso, Fernando J. Von Zuben |
| 2018 | IJCNN | Investigating multiobjective methods in multitask classification. | Marcos M. Raimundo, Fernando J. Von Zuben |
| 2017 | AAAI | Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning. | Andr R. Gonalves, Arindam Banerjee, Fernando J. Von Zuben |
| 2017 | CIARP | Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures. | Fernando S. Beserra, Marcos M. Raimundo, Fernando J. Von Zuben |
| 2017 | CIARP | Many-Objective Ensemble-Based Multilabel Classification. | Marcos M. Raimundo, Fernando J. Von Zuben |
| 2017 | WWW | Using Retweet Information as a Feature to Classify Messages Contents. | David Burth Kurka, Alan Godoy, Fernando J. Von Zuben |
| 2015 | IJCAI | Multi-Label Structure Learning with Ising Model Selection. | Andr R. Gonalves, Fernando J. Von Zuben, Arindam Banerjee |
| 2015 | UC | Regularized Linear and Nonlinear Autoregressive Models for Dengue Confirmed-Cases Prediction. | Larissa Braz Sousa, Claudio J. Von Zuben, Fernando J. Von Zuben |
| 2014 | CIKM | Multi-task Sparse Structure Learning. | Andr R. Gonalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee |
| 2013 | CEC | Anticipatory Stochastic Multi-Objective Optimization for uncertainty handling in portfolio selection. | Carlos R. B. Azevedo, Fernando J. Von Zuben |
| 2013 | CEC | Regularized hypervolume selection for robust portfolio optimization in dynamic environments. | Carlos R. B. Azevedo, Fernando J. Von Zuben |
| 2013 | CEC | A multi-Gaussian component EDA with restarting applied to direction of arrival tracking. | Andr R. Gonalves, Levy Boccato, Romis Attux, Fernando J. Von Zuben |
| 2013 | GECCO | Topology of social networks and efficiency of collective intelligence methods. | Alan Godoy, Fernando J. Von Zuben |
| 2012 | ICANN | The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study. | Andr R. Gonalves, Rosana Veroneze, Salomo Sampaio Madeiro, Carlos R. B. Azevedo, Fernando J. Von Zuben |
| 2012 | ICMLA | Gradient-Based Algorithms for the Automatic Construction of Fuzzy Cognitive Maps. | Salomo Sampaio Madeiro, Fernando J. Von Zuben |
| 2012 | IJCNN | Performance analysis of nonlinear echo state network readouts in signal processing tasks. | Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben |
| 2012 | IJCNN | 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 |
| 2012 | IDEAL | A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems. | Rosana Veroneze, Andr R. Gonalves, Fernando J. Von Zuben |
| 2011 | CEC | Evolutionary multi-objective optimization for the vendor-managed inventory routing problem. | Regina M. Azuma, Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2011 | CEC | Training multilayer perceptrons with a Gaussian Artificial Immune System. | Pablo A. D. Castro, Fernando J. Von Zuben |
| 2011 | CEC | A Concentration-based Artificial Immune Network for combinatorial optimization. | Guilherme Palermo Coelho, Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2011 | CEC | Extracting additive and multiplicative coherent biclusters with swarm intelligence. | Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2011 | CEC | Online learning in estimation of distribution algorithms for dynamic environments. | Andr R. Gonalves, Fernando J. Von Zuben |
| 2011 | CEC | Simultaneous capacitor placement and reconfiguration for loss reduction in distribution networks by a hybrid genetic algorithm. | Salomo Sampaio Madeiro, Edson Galvao, Celso Cavellucci, Christiano Lyra, Fernando J. Von Zuben |
| 2011 | CEC | Heuristics to avoid redundant solutions on population-based multimodal continuous optimization. | Rodrigo Pasti, Fernando J. Von Zuben, Renato Dourado Maia, Leandro Nunes de Castro |
| 2011 | CEC | Assessing the performance of a swarm-based biclustering technique for data imputation. | Rosana Veroneze, Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2011 | EMO | A Concentration-Based Artificial Immune Network for Multi-objective Optimization. | Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2011 | HIS | Designing fuzzy rule bases with a Bayesian Artificial Immune System. | Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben |
| 2011 | IJCNN | A neural architecture to address Reinforcement Learning problems. | Rodrigo L. S. de Arruda, Fernando J. Von Zuben |
| 2011 | IJCNN | 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 |
| 2011 | IRI | Induction of linear genetic programs for relational database manipulation. | Gabriel Ambrosio Archanjo, Fernando J. Von Zuben |
| 2010 | CEC | A Concentration-based Artificial Immune Network for continuous optimization. | Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2010 | CEC | On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing. | Fabrcio Olivetti de Frana, Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2010 | CEC | Finding a high coverage set of 5-biclusters with swarm intelligence. | Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2010 | HIS | A Gaussian Artificial Immune System for Multi-Objective optimization in continuous domains. | Pablo A. D. Castro, Fernando J. Von Zuben |
| 2009 | CEC | Improving a multi-objective multipopulation artificial immune network for biclustering. | Guilherme Palermo Coelho, Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2009 | CEC | A dynamic artificial immune algorithm applied to challenging benchmarking problems. | Fabrcio Olivetti de Frana, Fernando J. Von Zuben |
| 2009 | CEC | A Complex Neighborhood based Particle Swarm Optimization. | Alan Godoy, Fernando J. Von Zuben |
| 2009 | IJCNN | Learning Bayesian networks to perform feature selection. | Pablo A. D. Castro, Fernando J. Von Zuben |
| 2009 | IDA | 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 |
| 2008 | CEC | Towards the evolution of an artificial homeostatic system. | Renan Cipriano Moioli, Patrcia Amncio Vargas, Fernando J. Von Zuben, Phil Husbands |
| 2008 | GECCO | Multivariate ant colony optimization in continuous search spaces. | Fabrcio Olivetti de Frana, Guilherme Palermo Coelho, Fernando J. Von Zuben, Romis Ribeiro Faissol Attux |
| 2008 | HIS | Feature Subset Selection by Means of a Bayesian Artificial Immune System. | Pablo A. D. Castro, Fernando J. Von Zuben |
| 2007 | CEC | 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 |
| 2007 | HIS | Evaluating the Performance of a Biclustering Algorithm Applied to Collaborative Filtering - A Comparative Analysis. | Pablo Alberto Dalbem de Castro, Fabrcio Olivetti de Frana, Hamilton M. Ferreira, Fernando J. Von Zuben |
| 2007 | IJCNN | A Wrapper for Projection Pursuit Learning. | Leonardo M. Holschuh, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben |
| 2007 | IJCNN | 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 |
| 2007 | ISDA | Applying Biclustering to Perform Collaborative Filtering. | Pablo A. D. de Castro, Fabrcio Olivetti de Frana, Hamilton M. Ferreira, Fernando J. Von Zuben |
| 2007 | ISDA | 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 |
| 2007 | ISDA | Analysis of Sensitivity to the Kernel Parameter Choice: Comparing the Performance Profiles Exhibited by Standard andLeast-Squares SVM Classifiers. | Clodoaldo Ap. M. Lima, Andr L. V. Coelho, Fernando J. Von Zuben |
| 2006 | CEC | Immune Learning Classifier Networks: Evolving Nodes and Connections. | Renato Reder Cazangi, Fernando J. Von Zuben |
| 2006 | CEC | Evolutionary Stigmergy in Multipurpose Navigation Systems. | Renato Reder Cazangi, Fernando J. Von Zuben, Maurcio F. Figueiredo |
| 2006 | CEC | New Perspectives for the Biclustering Problem. | Fabrcio Olivetti de Frana, George Barreto Bezerra, Fernando J. Von Zuben |
| 2006 | CEC | Handling Time-Varying TSP Instances. | Fabrcio Olivetti de Frana, Lalinka de C. T. Gomes, Leandro Nunes de Castro, Fernando J. Von Zuben |
| 2006 | CEC | Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels. | Cynthia Junqueira, Fabrcio Olivetti de Frana, Romis Ribeiro Faissol Attux, Cristiano M. Panazio, Leandro Nunes de Castro, Fernando J. Von Zuben, Joo Marcos Travassos Romano |
| 2006 | IJCNN | 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 |
| 2006 | IJCNN | Bayesian Learning of Neural Networks by Means of Artificial Immune Systems. | Pablo A. D. Castro, Fernando J. Von Zuben |
| 2006 | IJCNN | The Influence of the Pool of Candidates on the Performance of Selection and Combination Techniques in Ensembles. | Guilherme Palermo Coelho, Fernando J. Von Zuben |
| 2006 | IJCNN | A Supervised Constructive Neuro-Immune Network for Pattern Classification. | Helder Knidel, Fernando J. Von Zuben, Leandro Nunes de Castro |
| 2006 | IJCNN | Support Vector Clustering Applied to Digital Communications. | Clodoaldo Ap. M. Lima, Rafael Ferrari, Helder Knidel, Cynthia Junqueira, Romis Ribeiro Faissol Attux, Joo Marcos Travassos Romano, Fernando J. Von Zuben |
| 2006 | IJCNN | Data partition and variable selection for time series prediction using wrappers. | Wilfredo Jaime Puma Villanueva, Euripedes P. dos Santos, Fernando J. Von Zuben |
| 2006 | IJCNN | 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 |
| 2005 | CIBCB | Handling Data Sparseness in Gene Network Reconstruction. | George Barreto Bezerra, Tiago V. Barra, Fernando J. Von Zuben, Leandro Nunes de Castro |
| 2005 | FlAIRS | Interactive Control of Evolution Applied to Sound Synthesis. | Marcelo F. Caetano, Jnatas Manzolli, Fernando J. Von Zuben |
| 2005 | GECCO | Autonomous navigation system applied to collective robotics with ant-inspired communication. | Renato Reder Cazangi, Fernando J. Von Zuben, Maurcio F. Figueiredo |
| 2005 | GECCO | An artificial immune network for multimodal function optimization on dynamic environments. | Fabrcio Olivetti de Frana, Fernando J. Von Zuben, Leandro Nunes de Castro |
| 2005 | GECCO | RABNET: a real-valued antibody network for data clustering. | Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben |
| 2005 | HIS | An Immune-Inspired Approach to Bayesian Networks. | Pablo Alberto Dalbem de Castro, Fernando J. Von Zuben |
| 2005 | ICNC | Data Clustering with a Neuro-immune Network. | Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben |
| 2005 | IJCNN | Least-squares support vector machines for DOA estimation: a step-by-step description and sensitivity analysis. | Clodoaldo Ap. M. Lima, Cynthia Junqueira, Ricardo Suyama, Fernando J. Von Zuben, Joo Marcos Travassos Romano |
| 2005 | IJCNN | 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 |
| 2004 | ICONIP | Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search. | Fabrcio Olivetti de Frana, Fernando J. Von Zuben, Leandro Nunes de Castro |
| 2003 | CEC | A classifier system in real applications for robot navigation. | Renato Reder Cazangi, Fernando J. Von Zuben, Maurcio F. Figueiredo |
| 2003 | CEC | GA-based selection of components for heterogeneous ensembles of support vector machines. | Andr L. V. Coelho, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben |
| 2003 | CEC | Implementation of an immuno-genetic network on a real Khepera II robot. | Patrcia Amncio Vargas, Leandro Nunes de Castro, Roberto Michelan, Fernando J. Von Zuben |
| 2003 | IJCNN | Constructive neural network in model-based control of a biotechnological process. | Luiz Augusto da Cruz Meleiro, Rubens Maciel Filho, Fernando J. Von Zuben |
| 2003 | IJCNN | Transductive support vector machines for classification of microarray gene expression data. | Robinson Semolini, Fernando J. Von Zuben |
| 2003 | IDA | A Multiagent-Based Constructive Approach for Feedforward Neural Networks. | Clodoaldo Ap. M. Lima, Andr Lus Vasconcelos Coelho, Fernando J. Von Zuben |
| 2003 | SMC | Hybrid genetic training of gated mixtures of experts for nonlinear time series forecasting. | Andr L. V. Coelho, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben |
| 2002 | CEC | Makespan minimization on parallel processors: an immune-based approach. | Alysson M. Costa, Patrcia A. Vargas, Fernando J. Von Zuben, Paulo Morelato Frana |
| 2002 | CEC | Coevolutionary design of Takagi-Sugeno fuzzy systems. | Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide |
| 2002 | CEC | Decentralized control system for autonomous navigation based on an evolved artificial immune network. | Roberto Michelan, Fernando J. Von Zuben |
| 2002 | CEC | Capturing human judgment to simulate objective function. | Artemis Moroni, Fernando J. Von Zuben, Jnatas Manzolli, A. Mammana |
| 2002 | GECCO | An Integrated System For Phylogenetic Inference Using Evolutionary Algorithms. | Oclair Prado, Fernando J. Von Zuben |
| 2002 | GECCO | A Step-by-Step Description of a Multi-Purpose Evolutionary Algorithm for Phylogenetic Tree Reconstruction. | Oclair Prado, Fernando J. Von Zuben |
| 1999 | CEC | Evolutionary design of neurofuzzy networks for pattern classification. | Eduardo Masato Iyoda, Leandro Nunes de Castro, Fernando A. C. Gomide, Fernando J. Von Zuben |
| 1999 | CEC | Evolutionary computation applied to algorithmic composition. | Artemis Moroni, Jnatas Manzolli, Fernando J. Von Zuben, Ricardo R. Gudwin |
| 1999 | GECCO | Modular and Hierarchial Evolutionary Design of Fuzzy Systems. | Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide |
| 1999 | IJCNN | Hybrid tuning of activation functions in feedforward neural networks. | Leandro Nunes de Castro, Luis Alberto Ramirez, Fernando A. C. Gomide, Fernando J. Von Zuben |
| 1999 | IJCNN | An improving pruning technique with restart for the Kohonen self-organizing feature map. | Leandro Nunes de Castro, Fernando J. Von Zuben |
| 1999 | IJCNN | Evolutionary hybrid composition of activation functions in feedforward neural networks. | Eduardo Masato Iyoda, Fernando J. Von Zuben |
| 1999 | IJCNN | Improved second-order training algorithms for globally and partially recurrent neural networks. | Euripedes P. dos Santos, Fernando J. Von Zuben |