Fernando J. Von Zuben

211 papers A* 3A 8B 72C 13Misc 2Journal 60Unranked 51

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	OFA IJCNN Rafael C. Ito, Emely Pujólli da Silva, Fernando J. Von Zuben
2023	B	`conf`	OFA IJCNN Rafael C. Ito, Fernando J. Von Zuben
2023	J	`jnl`	OFA CoRR Rafael C. Ito, Fernando J. Von Zuben
2023	J	`jnl`	Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods. CoRR Gabriel R. Lencione, Fernando J. Von Zuben
2022	J	`jnl`	Asymmetric Multi-Task Learning with Local Transference. ACM Trans. Knowl. Discov. Data Saullo H. G. Oliveira, André R. Gonçalves, Fernando J. Von Zuben
2022	B	`conf`	Multi-Objective Bilevel Recommender System for Food Diets. CEC Vítor O. Pochmann, Fernando J. Von Zuben
2022	B	`conf`	Online Convex Optimization of a Multi-task Fuzzy Rule-based Evolving System. FUZZ-IEEE Gabriel R. Lencione, Amanda O. C. Ayres, Fernando J. Von Zuben
2022	J	`jnl`	The Extreme Value Evolving Predictor. IEEE Trans. Fuzzy Syst. Amanda O. C. Ayres, Fernando J. Von Zuben
2021	J	`jnl`	Exploring multiobjective training in multiclass classification. Neurocomputing Marcos M. Raimundo, Thalita F. Drumond, Alan Caio R. Marques, Christiano Lyra, Anderson Rocha, Fernando J. Von Zuben
2021	J	`jnl`	Multitask learning applied to evolving fuzzy-rule-based predictors. Evol. Syst. Amanda O. C. Ayres, Fernando J. Von Zuben
2021	J	`jnl`	Scalability achievements for enumerative biclustering with online partitioning: Case studies involving mixed-attribute datasets. Eng. Appl. Artif. Intell. Rosana Veroneze, Fernando J. Von Zuben
2021	A	`conf`	Simulated annealing for symbolic regression. GECCO Daniel Kantor, Fernando J. Von Zuben, Fabrício Olivetti de França
2021	—	`conf`	The Extreme Value Evolving Predictor in Multiple Time Series Learning. ICAISC (1) Amanda O. C. Ayres, Fernando J. Von Zuben
2021	B	`conf`	Wind Speed Forecasting via Multi-task Learning. IJCNN Gabriel R. Lencione, Fernando J. Von Zuben
2020	B	`conf`	An Improved Version of the Fuzzy Set Based Evolving Modeling with Multitask Learning. FUZZ-IEEE Amanda O. C. Ayres, Fernando J. Von Zuben
2020	J	`jnl`	An extension of the non-inferior set estimation algorithm for many objectives. Eur. J. Oper. Res. Marcos M. Raimundo, Paulo A. V. Ferreira, Fernando J. Von Zuben
2020	B	`conf`	Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets. IJCNN Marcos M. Raimundo, Fernando J. Von Zuben
2020	J	`jnl`	New advances in enumerative biclustering algorithms with online partitioning. CoRR Rosana Veroneze, Fernando J. Von Zuben
2019	A*	`conf`	Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning. IJCAI Saullo H. G. Oliveira, André R. Gonçalves, Fernando J. Von Zuben
2019	B	`conf`	Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in Horses. CEC Alexandre Maciel-Guerra, Grazziela P. Figueredo, Fernando J. Von Zuben, Eliane Marti, Jamie Twycross, Marcos J. C. Alcocer
2018	B	`conf`	Investigating multiobjective methods in multitask classification. IJCNN Marcos M. Raimundo, Fernando J. Von Zuben
2018	B	`conf`	Multi-Objective Semantic Mutation for Genetic Programming. CEC Joao Victor C. Fracasso, Fernando J. Von Zuben
2018	J	`jnl`	RIn-Close_CVC2: an even more efficient enumerative algorithm for biclustering of numerical datasets. CoRR Rosana Veroneze, Fernando J. Von Zuben
2017	J	`jnl`	An Extremal Optimization approach to parallel resonance constrained capacitor placement problem. CoRR André R. Gonçalves, Celso C. Cavelucci, Christiano Lyra Filho, Fernando J. Von Zuben
2017	J	`jnl`	Efficient mining of maximal biclusters in mixed-attribute datasets. CoRR Rosana Veroneze, Fernando J. Von Zuben
2017	C	`conf`	Ensembles of Multiobjective-Based Classifiers for Detection of Epileptic Seizures. CIARP Fernando S. Beserra, Marcos M. Raimundo, Fernando J. Von Zuben
2017	J	`jnl`	Enumerating all maximal biclusters in numerical datasets. Inf. Sci. Rosana Veroneze, Arindam Banerjee, Fernando J. Von Zuben
2017	C	`conf`	Many-Objective Ensemble-Based Multilabel Classification. CIARP Marcos M. Raimundo, Fernando J. Von Zuben
2017	J	`jnl`	Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes. IEEE Trans. Evol. Comput. Conrado Silva Miranda, Fernando J. Von Zuben
2017	A*	`conf`	Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning. AAAI André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben
2017	J	`jnl`	Spatial Projection of Multiple Climate Variables using Hierarchical Multitask Learning. CoRR André R. Gonçalves, Arindam Banerjee, Fernando J. Von Zuben
2017	—	`conf`	Using Retweet Information as a Feature to Classify Messages Contents. WWW (Companion Volume) David Burth Kurka, Alan Godoy, Fernando J. Von Zuben
2016	—	`conf`	Birds of a Feather Tweet Together: Computational Techniques to Understand User Communities in Social Networks. #Microposts David Burth Kurka, Alan Godoy, Fernando J. Von Zuben
2016	J	`jnl`	Effects of Social Ties in Knowledge Diffusion: case study on PLOS ONE. CoRR Felipe Eltermann, Alan Godoy, Fernando J. Von Zuben
2016	J	`jnl`	Learning to Anticipate Flexible Choices in Multiple Criteria Decision-Making Under Uncertainty. IEEE Trans. Cybern. Carlos R. B. Azevedo, Fernando J. Von Zuben
2016	J	`jnl`	Multi-task Sparse Structure Learning with Gaussian Copula Models. J. Mach. Learn. Res. André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
2015	J	`jnl`	A Multitask Learning View on the Earth System Model Ensemble. Comput. Sci. Eng. André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
2015	J	`jnl`	Asymmetric Distributions from Constrained Mixtures. CoRR Conrado Silva Miranda, Fernando J. Von Zuben
2015	A*	`conf`	Multi-Label Structure Learning with Ising Model Selection. IJCAI André R. Gonçalves, Fernando J. Von Zuben, Arindam Banerjee
2015	—	`conf`	On Bicluster Aggregation and its Benefits for Enumerative Solutions. MLDM Saullo Haniell Galvão de Oliveira, Rosana Veroneze, Fernando J. Von Zuben
2015	J	`jnl`	Online Social Network Analysis: A Survey of Research Applications in Computer Science. CoRR David Burth Kurka, Alan Godoy, Fernando J. Von Zuben
2015	—	`conf`	Regularized Linear and Nonlinear Autoregressive Models for Dengue Confirmed-Cases Prediction. UCNC Larissa Braz Sousa, Claudio J. Von Zuben, Fernando J. Von Zuben
2014	J	`jnl`	A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order. Signal Process. Daniel G. Silva, Everton Z. Nadalin, Guilherme Palermo Coelho, Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Attux, Fernando J. Von Zuben, Jugurta Montalvão
2014	J	`jnl`	Enumerating all maximal biclusters in real-valued datasets. CoRR Rosana Veroneze, Arindam Banerjee, Fernando J. Von Zuben
2014	A	`conf`	Multi-task Sparse Structure Learning. CIKM André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
2014	J	`jnl`	Multi-task Sparse Structure Learning. CoRR André R. Gonçalves, Puja Das, Soumyadeep Chatterjee, Vidyashankar Sivakumar, Fernando J. Von Zuben, Arindam Banerjee
2014	J	`jnl`	Self-organization and lateral interaction in echo state network reservoirs. Neurocomputing Levy Boccato, Romis Attux, Fernando J. Von Zuben
2013	B	`conf`	A multi-Gaussian component EDA with restarting applied to direction of arrival tracking. IEEE Congress on Evolutionary Computation André R. Gonçalves, Levy Boccato, Romis Attux, Fernando J. Von Zuben
2013	B	`conf`	Anticipatory Stochastic Multi-Objective Optimization for uncertainty handling in portfolio selection. IEEE Congress on Evolutionary Computation Carlos R. B. Azevedo, Fernando J. Von Zuben
2013	J	`jnl`	Evaluating the performance of a Bayesian Artificial Immune System for designing fuzzy rule bases. Int. J. Hybrid Intell. Syst. Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben
2013	J	`jnl`	Predicting missing values with biclustering: A coherence-based approach. Pattern Recognit. Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
2013	B	`conf`	Regularized hypervolume selection for robust portfolio optimization in dynamic environments. IEEE Congress on Evolutionary Computation Carlos R. B. Azevedo, Fernando J. Von Zuben
2013	—	`conf`	Topology of social networks and efficiency of collective intelligence methods. GECCO (Companion) Alan Godoy, Fernando J. Von Zuben
2012	C	`conf`	A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems. IDEAL Rosana Veroneze, André R. Gonçalves, Fernando J. Von Zuben
2012	J	`jnl`	A constructive algorithm to synthesize arbitrarily connected feedforward neural networks. Neurocomputing Wilfredo Jaime Puma Villanueva, Euripedes P. dos Santos, Fernando J. Von Zuben
2012	J	`jnl`	An extended echo state network using Volterra filtering and principal component analysis. Neural Networks Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben
2012	B	`conf`	Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines. IJCNN Guilherme Palermo Coelho, Celso C. Barbante, Levy Boccato, Romis Ribeiro Faissol Attux, Jose R. Oliveira, Fernando J. Von Zuben
2012	J	`jnl`	Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems. Adv. Softw. Eng. Gabriel Ambrosio Archanjo, Fernando J. Von Zuben
2012	—	`conf`	Gradient-Based Algorithms for the Automatic Construction of Fuzzy Cognitive Maps. ICMLA (1) Salomão Sampaio Madeiro, Fernando J. Von Zuben
2012	B	`conf`	Performance analysis of nonlinear echo state network readouts in signal processing tasks. IJCNN Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben
2012	—	`conf`	The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study. ICANN (2) André R. Gonçalves, Rosana Veroneze, Salomão Sampaio Madeiro, Carlos R. B. Azevedo, Fernando J. Von Zuben
2011	C	`conf`	A Concentration-Based Artificial Immune Network for Multi-objective Optimization. EMO Guilherme Palermo Coelho, Fernando J. Von Zuben
2011	B	`conf`	A Concentration-based Artificial Immune Network for combinatorial optimization. IEEE Congress on Evolutionary Computation Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2011	B	`conf`	A neural architecture to address Reinforcement Learning problems. IJCNN Rodrigo L. S. de Arruda, Fernando J. Von Zuben
2011	B	`conf`	An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem. IJCNN Levy Boccato, Amauri Lopes, Romis Attux, Fernando J. Von Zuben
2011	B	`conf`	Assessing the performance of a swarm-based biclustering technique for data imputation. IEEE Congress on Evolutionary Computation Rosana Veroneze, Fabrício Olivetti de França, Fernando J. Von Zuben
2011	C	`conf`	Designing fuzzy rule bases with a Bayesian Artificial Immune System. HIS Pablo A. D. Castro, Heloisa A. Camargo, Fernando J. Von Zuben
2011	J	`jnl`	Ecosystems Computing: Introduction to Biogeographic Computation. Int. J. Nat. Comput. Res. Rodrigo Pasti, Fernando J. Von Zuben, Leandro Nunes de Castro
2011	B	`conf`	Evolutionary multi-objective optimization for the vendor-managed inventory routing problem. IEEE Congress on Evolutionary Computation Regina M. Azuma, Guilherme Palermo Coelho, Fernando J. Von Zuben
2011	B	`conf`	Extracting additive and multiplicative coherent biclusters with swarm intelligence. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, Fernando J. Von Zuben
2011	B	`conf`	Heuristics to avoid redundant solutions on population-based multimodal continuous optimization. IEEE Congress on Evolutionary Computation Rodrigo Pasti, Fernando J. Von Zuben, Renato Dourado Maia, Leandro Nunes de Castro
2011	Misc	`conf`	Induction of linear genetic programs for relational database manipulation. IRI Gabriel Ambrosio Archanjo, Fernando J. Von Zuben
2011	J	`jnl`	Learning Ensembles of Neural Networks by Means of a Bayesian Artificial Immune System. IEEE Trans. Neural Networks Pablo Alberto Dalbem de Castro, Fernando J. Von Zuben
2011	B	`conf`	Online learning in estimation of distribution algorithms for dynamic environments. IEEE Congress on Evolutionary Computation André R. Gonçalves, Fernando J. Von Zuben
2011	B	`conf`	Simultaneous capacitor placement and reconfiguration for loss reduction in distribution networks by a hybrid genetic algorithm. IEEE Congress on Evolutionary Computation Salomão Sampaio Madeiro, Edson Galvao, Celso Cavellucci, Christiano Lyra, Fernando J. Von Zuben
2011	B	`conf`	Training multilayer perceptrons with a Gaussian Artificial Immune System. IEEE Congress on Evolutionary Computation Pablo A. D. Castro, Fernando J. Von Zuben
2010	B	`conf`	A Concentration-based Artificial Immune Network for continuous optimization. IEEE Congress on Evolutionary Computation Guilherme Palermo Coelho, Fernando J. Von Zuben
2010	C	`conf`	A Gaussian Artificial Immune System for Multi-Objective optimization in continuous domains. HIS Pablo A. D. Castro, Fernando J. Von Zuben
2010	J	`jnl`	An immune-inspired multi-objective approach to the reconstruction of phylogenetic trees. Neural Comput. Appl. Guilherme Palermo Coelho, Ana Estela Antunes da Silva, Fernando J. Von Zuben
2010	—	`conf`	Antibodies with Adaptive Radius as Prototypes of High-Dimensional Datasets. ICARIS Ricardo P. V. Violato, Alisson G. Azzolini, Fernando J. Von Zuben
2010	J	`jnl`	Artificial Immune Systems: structure, function, diversity and an application to biclustering. Nat. Comput. Leandro Nunes de Castro, Jon Timmis, Helder Knidel, Fernando J. Von Zuben
2010	J	`jnl`	Conceptual and Practical Aspects of the aiNet Family of Algorithms. Int. J. Nat. Comput. Res. Fabrício Olivetti de França, Guilherme Palermo Coelho, Pablo A. D. Castro, Fernando J. Von Zuben
2010	—	`conf`	Density Preservation and Vector Quantization in Immune-Inspired Algorithms. ICARIS Alisson G. Azzolini, Ricardo P. V. Violato, Fernando J. Von Zuben
2010	—	`conf`	Evolving Arbitrarily Connected Feedforward Neural Networks via Genetic Algorithms. SBRN Wilfredo Jaime Puma Villanueva, Fernando J. Von Zuben
2010	B	`conf`	Finding a high coverage set of 5-biclusters with swarm intelligence. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, Fernando J. Von Zuben
2010	—	`conf`	GAIS: A Gaussian Artificial Immune System for Continuous Optimization. ICARIS Pablo A. D. Castro, Fernando J. Von Zuben
2010	J	`jnl`	Multi-objective feature selection using a Bayesian artificial immune system. Int. J. Intell. Comput. Cybern. Pablo A. D. Castro, Fernando J. Von Zuben
2010	J	`jnl`	Neural network ensembles: immune-inspired approaches to the diversity of components. Nat. Comput. Rodrigo Pasti, Leandro Nunes de Castro, Guilherme Palermo Coelho, Fernando J. Von Zuben
2010	B	`conf`	On the diversity mechanisms of opt-aiNet: A comparative study with fitness sharing. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
2010	J	`jnl`	Query expansion using an immune-inspired biclustering algorithm. Nat. Comput. Pablo Alberto Dalbem de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Guilherme Palermo Coelho, Fernando J. Von Zuben
2009	B	`conf`	A Complex Neighborhood based Particle Swarm Optimization. IEEE Congress on Evolutionary Computation Alan Godoy, Fernando J. Von Zuben
2009	B	`conf`	A dynamic artificial immune algorithm applied to challenging benchmarking problems. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, Fernando J. Von Zuben
2009	J	`jnl`	BAIS: A Bayesian Artificial Immune System for the effective handling of building blocks. Inf. Sci. Pablo Alberto Dalbem de Castro, Fernando J. Von Zuben
2009	J	`jnl`	Constructive learning neural network applied to identification and control of a fuel-ethanol fermentation process. Eng. Appl. Artif. Intell. Luiz Augusto da Cruz Meleiro, Fernando J. Von Zuben, Rubens Maciel Filho
2009	J	`jnl`	Homeostasis and evolution together dealing with novelties and managing disruptions. Int. J. Intell. Comput. Cybern. Patrícia A. Vargas, Renan Cipriano Moioli, Fernando J. Von Zuben, Phil Husbands
2009	B	`conf`	Improving a multi-objective multipopulation artificial immune network for biclustering. IEEE Congress on Evolutionary Computation Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2009	B	`conf`	Learning Bayesian networks to perform feature selection. IJCNN Pablo A. D. Castro, Fernando J. Von Zuben
2009	J	`jnl`	Multi-Objective Biclustering: When Non-dominated Solutions are not Enough. J. Math. Model. Algorithms Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2009	J	`jnl`	Multi-objective Bayesian Artificial Immune System: Empirical Evaluation and Comparative Analyses. J. Math. Model. Algorithms Pablo A. D. Castro, Fernando J. Von Zuben
2009	—	`conf`	Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System. ICA Cristina Wada, Douglas M. Consolaro, Rafael Ferrari, Ricardo Suyama, Romis Ribeiro Faissol Attux, Fernando J. Von Zuben
2009	J	`jnl`	Pattern classification with mixtures of weighted least-squares support vector machine experts. Neural Comput. Appl. Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben
2009	—	`ch.`	Synthesis of Spatio-temporal Models by the Evolution of Non-uniform Cellular Automata. Foundations of Computational Intelligence (4) Ana L. T. Romano, Wilfredo Jaime Puma Villanueva, Marcelo Serrano Zanetti, Fernando J. Von Zuben
2008	—	`conf`	A Multi-Objective Multipopulation Approach for Biclustering. ICARIS Guilherme Palermo Coelho, Fabrício Olivetti de França, Fernando J. Von Zuben
2008	—	`conf`	Evolving an Artificial Homeostatic System. SBIA Renan Cipriano Moioli, Patrícia Amâncio Vargas, Fernando J. Von Zuben, Phil Husbands
2008	C	`conf`	Feature Subset Selection by Means of a Bayesian Artificial Immune System. HIS Pablo A. D. Castro, Fernando J. Von Zuben
2008	—	`conf`	MOBAIS: A Bayesian Artificial Immune System for Multi-Objective Optimization. ICARIS Pablo A. D. Castro, Fernando J. Von Zuben
2008	A	`conf`	Multivariate ant colony optimization in continuous search spaces. GECCO Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben, Romis Ribeiro Faissol Attux
2008	B	`conf`	Towards the evolution of an artificial homeostatic system. IEEE Congress on Evolutionary Computation Renan Cipriano Moioli, Patrícia Amâncio Vargas, Fernando J. Von Zuben, Phil Husbands
2008	—	`conf`	bicACO: An Ant Colony Inspired Biclustering Algorithm. ANTS Conference Fabrício Olivetti de França, Guilherme Palermo Coelho, Fernando J. Von Zuben
2007	C	`conf`	A Multiobjective Approach to Phylogenetic Trees: Selecting the Most Promising Solutions from the Pareto Front. ISDA Guilherme Palermo Coelho, Fernando J. Von Zuben, Ana Estela Antunes da Silva
2007	J	`jnl`	A Nonlinear Prediction Approach to the Blind Separation of Convolutive Mixtures. EURASIP J. Adv. Signal Process. 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
2007	B	`conf`	A Wrapper for Projection Pursuit Learning. IJCNN Leonardo M. Holschuh, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben
2007	B	`conf`	An evolutionary approach for autonomous robotic tracking of dynamic targets in healthcare environments. IEEE Congress on Evolutionary Computation Renato Reder Cazangi, Craig Feied, Michael Gillam, Jonathan A. Handler, Mark S. Smith, Fernando J. Von Zuben
2007	—	`conf`	Analysing Learning Classifier Systems in Reactive and Non-reactive Robotic Tasks. IWLCS Renan Cipriano Moioli, Patrícia Amâncio Vargas, Fernando J. Von Zuben
2007	C	`conf`	Analysis of Sensitivity to the Kernel Parameter Choice: Comparing the Performance Profiles Exhibited by Standard andLeast-Squares SVM Classifiers. ISDA Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben
2007	C	`conf`	Applying Biclustering to Perform Collaborative Filtering. ISDA Pablo A. D. de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Fernando J. Von Zuben
2007	—	`conf`	Applying Biclustering to Text Mining: An Immune-Inspired Approach. ICARIS Pablo Alberto Dalbem de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Fernando J. Von Zuben
2007	—	`ed.`	Artificial Immune Systems, 6th International Conference, ICARIS 2007, Santos, Brazil, August 26-29, 2007, Proceedings ICARIS Leandro Nunes de Castro, Fernando J. Von Zuben, Helder Knidel
2007	C	`conf`	Evaluating the Performance of a Biclustering Algorithm Applied to Collaborative Filtering - A Comparative Analysis. HIS Pablo Alberto Dalbem de Castro, Fabrício Olivetti de França, Hamilton M. Ferreira, Fernando J. Von Zuben
2007	—	`conf`	Evolving Phylogenetic Trees: A Multiobjective Approach. BSB Guilherme Palermo Coelho, Ana Estela Antunes da Silva, Fernando J. Von Zuben
2007	J	`jnl`	Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification. Inf. Sci. Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben
2007	B	`conf`	Long-term time series prediction using wrappers for variable selection and clustering for data partition. IJCNN Wilfredo Jaime Puma Villanueva, Euripedes P. dos Santos, Fernando J. Von Zuben
2007	—	`conf`	Self-organizing Bio-inspired Sound Transformation. EvoWorkshops Marcelo F. Caetano, Jônatas Manzolli, Fernando J. Von Zuben
2006	B	`conf`	A Hybrid Ensemble Model Applied to the Short-Term Load Forecasting Problem. IJCNN Ricardo Menezes Salgado, Joaquim J. F. Pereira, Takaaki Ohishi, Rosangela Ballini, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben
2006	B	`conf`	A Supervised Constructive Neuro-Immune Network for Pattern Classification. IJCNN Helder Knidel, Fernando J. Von Zuben, Leandro Nunes de Castro
2006	B	`conf`	An Immunological Density-Preserving Approach to the Synthesis of RBF Neural Networks for classification. IJCNN Tiago V. Barra, George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben
2006	—	`conf`	An Immunological Filter for Spam. ICARIS George Barreto Bezerra, Tiago V. Barra, Hamilton M. Ferreira, Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben
2006	—	`conf`	ArTVox: Evolutionary Composition in Visual and Sound Domains. Smart Graphics Artemis Moroni, Rafael Maiolla, Jônatas Manzolli, Fernando J. Von Zuben
2006	—	`conf`	ArTbitrating JaVox: Evolution Applied to Visual and Sound Composition. SIACG Artemis Moroni, Jônatas Manzolli, Fernando J. Von Zuben
2006	B	`conf`	Bayesian Learning of Neural Networks by Means of Artificial Immune Systems. IJCNN Pablo A. D. Castro, Fernando J. Von Zuben
2006	—	`conf`	Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics. ICA Leonardo Tomazeli Duarte, Ricardo Suyama, Romis Ribeiro Faissol Attux, Fernando J. Von Zuben, João Marcos Travassos Romano
2006	B	`conf`	Data partition and variable selection for time series prediction using wrappers. IJCNN Wilfredo Jaime Puma Villanueva, Euripedes P. dos Santos, Fernando J. Von Zuben
2006	B	`conf`	Evolutionary Stigmergy in Multipurpose Navigation Systems. IEEE Congress on Evolutionary Computation Renato Reder Cazangi, Fernando J. Von Zuben, Maurício F. Figueiredo
2006	B	`conf`	Handling Time-Varying TSP Instances. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, Lalinka de C. T. Gomes, Leandro Nunes de Castro, Fernando J. Von Zuben
2006	B	`conf`	Immune Learning Classifier Networks: Evolving Nodes and Connections. IEEE Congress on Evolutionary Computation Renato Reder Cazangi, Fernando J. Von Zuben
2006	B	`conf`	Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels. IEEE Congress on Evolutionary Computation 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
2006	B	`conf`	New Perspectives for the Biclustering Problem. IEEE Congress on Evolutionary Computation Fabrício Olivetti de França, George Barreto Bezerra, Fernando J. Von Zuben
2006	B	`conf`	Support Vector Clustering Applied to Digital Communications. IJCNN Clodoaldo Ap. M. Lima, Rafael Ferrari, Helder Knidel, Cynthia Junqueira, Romis Ribeiro Faissol Attux, João Marcos Travassos Romano, Fernando J. Von Zuben
2006	B	`conf`	The Influence of the Pool of Candidates on the Performance of Selection and Combination Techniques in Ensembles. IJCNN Guilherme Palermo Coelho, Fernando J. Von Zuben
2006	—	`conf`	omni-aiNet: An Immune-Inspired Approach for Omni Optimization. ICARIS Guilherme Palermo Coelho, Fernando J. Von Zuben
2005	—	`conf`	Adaptive Radius Immune Algorithm for Data Clustering. ICARIS George Barreto Bezerra, Tiago V. Barra, Leandro Nunes de Castro, Fernando J. Von Zuben
2005	C	`conf`	An Immune-Inspired Approach to Bayesian Networks. HIS Pablo Alberto Dalbem de Castro, Fernando J. Von Zuben
2005	A	`conf`	An artificial immune network for multimodal function optimization on dynamic environments. GECCO Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro
2005	—	`conf`	Application of an Artificial Immune System in a Compositional Timbre Design Technique. ICARIS Marcelo F. Caetano, Jônatas Manzolli, Fernando J. Von Zuben
2005	—	`conf`	Artificial Homeostatic System: A Novel Approach. ECAL Patrícia Amâncio Vargas, Renan Cipriano Moioli, Leandro Nunes de Castro, Jon Timmis, Mark James Neal, Fernando J. Von Zuben
2005	A	`conf`	Autonomous navigation system applied to collective robotics with ant-inspired communication. GECCO Renato Reder Cazangi, Fernando J. Von Zuben, Maurício F. Figueiredo
2005	—	`conf`	Data Clustering with a Neuro-immune Network. ICNC (1) Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben
2005	—	`conf`	Designing Ensembles of Fuzzy Classification Systems: An Immune-Inspired Approach. ICARIS Pablo Alberto Dalbem de Castro, Guilherme Palermo Coelho, Marcelo F. Caetano, Fernando J. Von Zuben
2005	—	`conf`	Fault Detection Algorithm for Telephone Systems Based on the Danger Theory. ICARIS José Carlos L. Pinto, Fernando J. Von Zuben
2005	C	`conf`	Handling Data Sparseness in Gene Network Reconstruction. CIBCB George Barreto Bezerra, Tiago V. Barra, Fernando J. Von Zuben, Leandro Nunes de Castro
2005	Misc	`conf`	Interactive Control of Evolution Applied to Sound Synthesis. FLAIRS Marcelo F. Caetano, Jônatas Manzolli, Fernando J. Von Zuben
2005	B	`conf`	Least-squares support vector machines for DOA estimation: a step-by-step description and sensitivity analysis. IJCNN Clodoaldo Ap. M. Lima, Cynthia Junqueira, Ricardo Suyama, Fernando J. Von Zuben, João Marcos Travassos Romano
2005	J	`jnl`	Max Min Ant System and Capacitated p-Medians: Extensions and Improved Solutions. Informatica (Slovenia) Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro
2005	B	`conf`	Mixture of heterogeneous experts applied to time series: a comparative study. IJCNN Wilfredo Jaime Puma Villanueva, Clodoaldo Ap. M. Lima, Euripedes P. dos Santos, Fernando J. Von Zuben
2005	A	`conf`	RABNET: a real-valued antibody network for data clustering. GECCO Helder Knidel, Leandro Nunes de Castro, Fernando J. Von Zuben
2004	—	`conf`	A Hierarchical Immune Network Applied to Gene Expression Data. ICARIS George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben
2004	—	`conf`	A Multi-Neighbor-Joining Approach for Phylogenetic Tree Reconstruction and Visualization. WOB Ana Estela Antunes da Silva, Wilfredo Jaime Puma Villanueva, Helder Knidel, Vinícius Bonato, Sérgio Furtado dos Reis, Fernando J. Von Zuben
2004	J	`jnl`	A proposal for direct-ordering gene expression data by self-organising maps. Appl. Soft Comput. Lalinka de Campos Teixeira Gomes, Fernando J. Von Zuben, Pablo Moscato
2004	J	`jnl`	An Immune-Evolutionary Algorithm for Multiple Rearrangements of Gene Expression Data. Genet. Program. Evolvable Mach. Janaína S. de Sousa, Lalinka de C. T. Gomes, George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben
2004	J	`jnl`	Coevolutionary genetic fuzzy systems: a hierarchical collaborative approach. Fuzzy Sets Syst. Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide
2004	B	`conf`	Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search. ICONIP Fabrício Olivetti de França, Fernando J. Von Zuben, Leandro Nunes de Castro
2004	—	`conf`	Recent Advances in Gene Expression Data Clustering: A Case Study with Comparative Results. WOB George Barreto Bezerra, Geraldo M. A. Cançado, Marcelo Menossi, Leandro Nunes de Castro, Fernando J. Von Zuben
2003	B	`conf`	A Multiagent-Based Constructive Approach for Feedforward Neural Networks. IDA Clodoaldo Ap. M. Lima, André Luís Vasconcelos Coelho, Fernando J. Von Zuben
2003	B	`conf`	A classifier system in real applications for robot navigation. IEEE Congress on Evolutionary Computation Renato Reder Cazangi, Fernando J. Von Zuben, Maurício F. Figueiredo
2003	—	`conf`	An Immune Learning Classifier Network for Autonomous Navigation. ICARIS Patrícia Amâncio Vargas, Leandro Nunes de Castro, Roberto Michelan, Fernando J. Von Zuben
2003	J	`jnl`	Blind Search for Optimal Wiener Equalizers Using an Artificial Immune Network Model. EURASIP J. Adv. Signal Process. Romis Ribeiro Faissol Attux, Murilo Bellezoni Loiola, Ricardo Suyama, Leandro Nunes de Castro, Fernando J. Von Zuben, João Marcos Travassos Romano
2003	B	`conf`	Constructive neural network in model-based control of a biotechnological process. IJCNN Luiz Augusto da Cruz Meleiro, Rubens Maciel Filho, Fernando J. Von Zuben
2003	—	`conf`	Copt-aiNet and the Gene Ordering Problem. WOB Lalinka de C. T. Gomes, Janaína S. de Sousa, George Barreto Bezerra, Leandro Nunes de Castro, Fernando J. Von Zuben
2003	B	`conf`	GA-based selection of components for heterogeneous ensembles of support vector machines. IEEE Congress on Evolutionary Computation André L. V. Coelho, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben
2003	B	`conf`	Hybrid genetic training of gated mixtures of experts for nonlinear time series forecasting. SMC André L. V. Coelho, Clodoaldo Ap. M. Lima, Fernando J. Von Zuben
2003	B	`conf`	Implementation of an immuno-genetic network on a real Khepera II robot. IEEE Congress on Evolutionary Computation Patrícia Amâncio Vargas, Leandro Nunes de Castro, Roberto Michelan, Fernando J. Von Zuben
2003	J	`jnl`	The construction of a Boolean competitive neural network using ideas from immunology. Neurocomputing Leandro Nunes de Castro, Fernando J. Von Zuben, Getúlio A. de Deus Jr.
2003	B	`conf`	Transductive support vector machines for classification of microarray gene expression data. IJCNN Robinson Semolini, Fernando J. Von Zuben
2002	—	`conf`	A Heuristic Method Based on Unsupervised Learning and Fuzzy Inference for the Vehicle Routing Problem. SBRN Lalinka de C. T. Gomes, Fernando J. Von Zuben
2002	—	`conf`	A Step-by-Step Description of a Multi-Purpose Evolutionary Algorithm for Phylogenetic Tree Reconstruction. GECCO Late Breaking Papers Oclair Prado, Fernando J. Von Zuben
2002	A	`conf`	An Integrated System For Phylogenetic Inference Using Evolutionary Algorithms. GECCO Oclair Prado, Fernando J. Von Zuben
2002	B	`conf`	Capturing human judgment to simulate objective function. IEEE Congress on Evolutionary Computation Artemis Moroni, Fernando J. Von Zuben, Jônatas Manzolli, A. Mammana
2002	B	`conf`	Coevolutionary design of Takagi-Sugeno fuzzy systems. IEEE Congress on Evolutionary Computation Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide
2002	B	`conf`	Decentralized control system for autonomous navigation based on an evolved artificial immune network. IEEE Congress on Evolutionary Computation Roberto Michelan, Fernando J. Von Zuben
2002	—	`conf`	Evolving Phylogenetic Trees: an Alternative to Black-Box Approaches. WOB Oclair Prado, Fernando J. Von Zuben, Sérgio Furtado dos Reis
2002	B	`conf`	Fuzzy systems design via ensembles of ANFIS. FUZZ-IEEE Clodoaldo Ap. M. Lima, André L. V. Coelho, Fernando J. Von Zuben
2002	J	`jnl`	Hybrid neural networks: An evolutionary approach with local search. Integr. Comput. Aided Eng. Eduardo Masato Iyoda, Fernando J. Von Zuben
2002	—	`conf`	Identification of a Multivariate Fermentation Process using Constructive Learning. SBRN Luiz Augusto da Cruz Meleiro, Ricardo J. G. B. Campello, Rubens Maciel Filho, Fernando J. Von Zuben
2002	J	`jnl`	Learning and optimization using the clonal selection principle. IEEE Trans. Evol. Comput. Leandro Nunes de Castro, Fernando J. Von Zuben
2002	B	`conf`	Makespan minimization on parallel processors: an immune-based approach. IEEE Congress on Evolutionary Computation Alysson M. Costa, Patrícia A. Vargas, Fernando J. Von Zuben, Paulo Morelato França
2002	—	`conf`	Mapping Artificial Immune Systems into Learning Classifier Systems. IWLCS Patrícia Amâncio Vargas, Leandro Nunes de Castro, Fernando J. Von Zuben
2002	—	`conf`	Mixture of Experts Applied to Nonlinear Dynamic Systems Identification: A Comparative Study. SBRN Clodoaldo Ap. M. Lima, André Luís Vasconcelos Coelho, Fernando J. Von Zuben
2002	B	`conf`	Multi-objective decision making: towards improvement of accuracy, interpretability and design autonomy in hierarchical genetic fuzzy systems. FUZZ-IEEE Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide
2002	J	`jnl`	Multiple criteria optimization based on unsupervised learning and fuzzy inference applied to the vehicle routing problem. J. Intell. Fuzzy Syst. Lalinka de C. T. Gomes, Fernando J. Von Zuben
2002	—	`conf`	Ordering Gene Expression Data Using One-dimensional Self-Organizing Maps. WOB Lalinka de C. T. Gomes, Fernando J. Von Zuben, Pablo Moscato
2002	J	`jnl`	Sigma-Pi Cascade Extended Hybrid Neural Network. J. Adv. Comput. Intell. Intell. Informatics Eduardo Masato Iyoda, Kaoru Hirota, Fernando J. Von Zuben
2002	—	`conf`	Transductive Support Vector Machines for Cancer Diagnosis and Classification of Microarray Gene Expression Data. WOB Robinson Semoline, Fernando J. Von Zuben
2002	B	`conf`	Vehicle routing based on self-organization with and without fuzzy inference. FUZZ-IEEE Lalinka de C. T. Gomes, Fernando J. Von Zuben
2001	J	`jnl`	Automatic Determination Of Radial Basis Functions: An Immunity-Based Approach. Int. J. Neural Syst. Leandro Nunes de Castro, Fernando J. Von Zuben
2001	J	`jnl`	Hierarchical genetic fuzzy systems. Inf. Sci. Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide
2001	J	`jnl`	Immune and Neural Network Models: Theoretical and Empirical Comparisons. Int. J. Comput. Intell. Appl. Leandro Nunes de Castro, Fernando J. Von Zuben
2001	—	`conf`	On-Line Approach for Loss Reduction in Electric Power Distribution Networks Using Learning Classifier Systems. IWLCS Patrícia Amâncio Vargas, Christiano Lyra Filho, Fernando J. Von Zuben
2000	—	`conf`	An Evolutionary Immune Network for Data Clustering. SBRN Leandro Nunes de Castro, Fernando J. Von Zuben
2000	J	`jnl`	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. Autom. Rosangela Ballini, Fernando J. Von Zuben
2000	B	`conf`	Evolutionary design of Takagi-Sugeno fuzzy systems: a modular and hierarchical approach. FUZZ-IEEE Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide
1999	B	`conf`	An improving pruning technique with restart for the Kohonen self-organizing feature map. IJCNN Leandro Nunes de Castro, Fernando J. Von Zuben
1999	B	`conf`	Evolutionary computation applied to algorithmic composition. CEC Artemis Moroni, Jônatas Manzolli, Fernando J. Von Zuben, Ricardo R. Gudwin
1999	B	`conf`	Evolutionary design of neurofuzzy networks for pattern classification. CEC Eduardo Masato Iyoda, Leandro Nunes de Castro, Fernando A. C. Gomide, Fernando J. Von Zuben
1999	B	`conf`	Evolutionary hybrid composition of activation functions in feedforward neural networks. IJCNN Eduardo Masato Iyoda, Fernando J. Von Zuben
1999	B	`conf`	Hybrid tuning of activation functions in feedforward neural networks. IJCNN Leandro Nunes de Castro, Luis Alberto Ramirez, Fernando A. C. Gomide, Fernando J. Von Zuben
1999	B	`conf`	Improved second-order training algorithms for globally and partially recurrent neural networks. IJCNN Euripedes P. dos Santos, Fernando J. Von Zuben
1999	A	`conf`	Modular and Hierarchial Evolutionary Design of Fuzzy Systems. GECCO Myriam Regattieri Delgado, Fernando J. Von Zuben, Fernando A. C. Gomide
1998	—	`conf`	Feedforward Neural Network Initialization: an Evolutionary Approach. SBRN Leandro Nunes de Castro, Eduardo Masato Iyoda, Fernando J. Von Zuben, Ricardo R. Gudwin
1997	—	`conf`	Projection pursuit and the solvability condition applied to constructive learning. ICNN Fernando J. Von Zuben, Márcio Luiz De Andrade Netto
1995	—	`conf`	Second-order training for recurrent neural networks without teacher-forcing. ICNN Fernando J. Von Zuben, Márcio Luiz De Andrade Netto
1995	—	`conf`	Unit-growing learning optimizing the solvability condition for model-free regression. ICNN Fernando J. Von Zuben, Márcio Luiz De Andrade Netto