Fernando J. Von Zuben
Orcid: 0000-0002-4128-5415Affiliations:
- University of Campinas, Sao Paulo, Brazil
According to our database1,
Fernando J. Von Zuben
authored at least 211 papers
between 1993 and 2023.
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Bibliography
2023
Online Multi-Task Learning with Recursive Least Squares and Recursive Kernel Methods.
CoRR, 2023
OFA<sup>2</sup>: A Multi-Objective Perspective for the Once-for-All Neural Architecture Search.
Proceedings of the International Joint Conference on Neural Networks, 2023
2022
ACM Trans. Knowl. Discov. Data, 2022
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Proceedings of the IEEE Congress on Evolutionary Computation, 2022
2021
Evol. Syst., 2021
Scalability achievements for enumerative biclustering with online partitioning: Case studies involving mixed-attribute datasets.
Eng. Appl. Artif. Intell., 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Artificial Intelligence and Soft Computing, 2021
Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021
2020
Eur. J. Oper. Res., 2020
CoRR, 2020
Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
An Improved Version of the Fuzzy Set Based Evolving Modeling with Multitask Learning.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Microarray Feature Selection and Dynamic Selection of Classifiers for Early Detection of Insect Bite Hypersensitivity in Horses.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
RIn-Close_CVC2: an even more efficient enumerative algorithm for biclustering of numerical datasets.
CoRR, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Necessary and Sufficient Conditions for Surrogate Functions of Pareto Frontiers and Their Synthesis Using Gaussian Processes.
IEEE Trans. Evol. Comput., 2017
An Extremal Optimization approach to parallel resonance constrained capacitor placement problem.
CoRR, 2017
Proceedings of the 26th International Conference on World Wide Web Companion, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2017
Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Learning to Anticipate Flexible Choices in Multiple Criteria Decision-Making Under Uncertainty.
IEEE Trans. Cybern., 2016
J. Mach. Learn. Res., 2016
Single-Solution Hypervolume Maximization and its use for Improving Generalization of Neural Networks.
CoRR, 2016
Birds of a Feather Tweet Together: Computational Techniques to Understand User Communities in Social Networks.
Proceedings of the 6th Workshop on 'Making Sense of Microposts' co-located with the 25th International World Wide Web Conference (WWW 2016), 2016
2015
Comput. Sci. Eng., 2015
Multi-Objective Optimization for Self-Adjusting Weighted Gradient in Machine Learning Tasks.
CoRR, 2015
Hybrid Algorithm for Multi-Objective Optimization by Greedy Hypervolume Maximization.
CoRR, 2015
Online Social Network Analysis: A Survey of Research Applications in Computer Science.
CoRR, 2015
Regularized Linear and Nonlinear Autoregressive Models for Dengue Confirmed-Cases Prediction.
Proceedings of the Unconventional Computation and Natural Computation, 2015
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
A Michigan-like immune-inspired framework for performing independent component analysis over Galois fields of prime order.
Signal Process., 2014
Neurocomputing, 2014
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014
2013
Pattern Recognit., 2013
Evaluating the performance of a Bayesian Artificial Immune System for designing fuzzy rule bases.
Int. J. Hybrid Intell. Syst., 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
A multi-Gaussian component EDA with restarting applied to direction of arrival tracking.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Regularized hypervolume selection for robust portfolio optimization in dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Anticipatory Stochastic Multi-Objective Optimization for uncertainty handling in portfolio selection.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
An extended echo state network using Volterra filtering and principal component analysis.
Neural Networks, 2012
A constructive algorithm to synthesize arbitrarily connected feedforward neural networks.
Neurocomputing, 2012
Genetic Programming for Automating the Development of Data Management Algorithms in Information Technology Systems.
Adv. Softw. Eng., 2012
Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Performance analysis of nonlinear echo state network readouts in signal processing tasks.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
A Multiobjective Analysis of Adaptive Clustering Algorithms for the Definition of RBF Neural Network Centers in Regression Problems.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012
The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012
2011
Learning Ensembles of Neural Networks by Means of a Bayesian Artificial Immune System.
IEEE Trans. Neural Networks, 2011
Int. J. Nat. Comput. Res., 2011
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011
An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 11th International Conference on Hybrid Intelligent Systems, 2011
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011
Assessing the performance of a swarm-based biclustering technique for data imputation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Heuristics to avoid redundant solutions on population-based multimodal continuous optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Simultaneous capacitor placement and reconfiguration for loss reduction in distribution networks by a hybrid genetic algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
Evolutionary multi-objective optimization for the vendor-managed inventory routing problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
An immune-inspired multi-objective approach to the reconstruction of phylogenetic trees.
Neural Comput. Appl., 2010
Nat. Comput., 2010
Artificial Immune Systems: structure, function, diversity and an application to biclustering.
Nat. Comput., 2010
Int. J. Nat. Comput. Res., 2010
Int. J. Intell. Comput. Cybern., 2010
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010
A Gaussian Artificial Immune System for Multi-Objective optimization in continuous domains.
Proceedings of the 10th International Conference on Hybrid Intelligent Systems (HIS 2010), 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Synthesis of Spatio-temporal Models by the Evolution of Non-uniform Cellular Automata.
Proceedings of the Foundations of Computational Intelligence, 2009
Pattern classification with mixtures of weighted least-squares support vector machine experts.
Neural Comput. Appl., 2009
J. Math. Model. Algorithms, 2009
Multi-objective Bayesian Artificial Immune System: Empirical Evaluation and Comparative Analyses.
J. Math. Model. Algorithms, 2009
BAIS: A Bayesian Artificial Immune System for the effective handling of building blocks.
Inf. Sci., 2009
Int. J. Intell. Comput. Cybern., 2009
Constructive learning neural network applied to identification and control of a fuel-ethanol fermentation process.
Eng. Appl. Artif. Intell., 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Nonlinear Blind Source Deconvolution Using Recurrent Prediction-Error Filters and an Artificial Immune System.
Proceedings of the Independent Component Analysis and Signal Separation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Improving a multi-objective multipopulation artificial immune network for biclustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Proceedings of the Advances in Artificial Intelligence, 2008
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008
Proceedings of the Artificial Immune Systems, 7th International Conference, 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2008
2007
Hybridizing mixtures of experts with support vector machines: Investigation into nonlinear dynamic systems identification.
Inf. Sci., 2007
EURASIP J. Adv. Signal Process., 2007
Proceedings of the Advances in Bioinformatics and Computational Biology, 2007
Proceedings of the Learning Classifier Systems, 2007
Analysis of Sensitivity to the Kernel Parameter Choice: Comparing the Performance Profiles Exhibited by Standard andLeast-Squares SVM Classifiers.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
A Multiobjective Approach to Phylogenetic Trees: Selecting the Most Promising Solutions from the Pareto Front.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Long-term time series prediction using wrappers for variable selection and clustering for data partition.
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the Artificial Immune Systems, 6th International Conference, 2007
Evaluating the Performance of a Biclustering Algorithm Applied to Collaborative Filtering - A Comparative Analysis.
Proceedings of the 7th International Conference on Hybrid Intelligent Systems, 2007
Proceedings of the Applications of Evolutinary Computing, 2007
An evolutionary approach for autonomous robotic tracking of dynamic targets in healthcare environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Proceedings of the Ibero-American Symposium in Computer Graphics, 2006
Proceedings of the Smart Graphics, 6th International Symposium, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
The Influence of the Pool of Candidates on the Performance of Selection and Combination Techniques in Ensembles.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
An Immunological Density-Preserving Approach to the Synthesis of RBF Neural Networks for classification.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Artificial Immune Systems, 5th International Conference, 2006
Proceedings of the Artificial Immune Systems, 5th International Conference, 2006
Blind Source Separation of Post-nonlinear Mixtures Using Evolutionary Computation and Order Statistics.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006
Immune-inspired Dynamic Optimization for Blind Spatial Equalization in Undermodeled Channels.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Informatica (Slovenia), 2005
Proceedings of the Advances in Natural Computation, First International Conference, 2005
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005
Application of an Artificial Immune System in a Compositional Timbre Design Technique.
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005
Proceedings of the Artificial Immune Systems: 4th International Conference, 2005
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
An artificial immune network for multimodal function optimization on dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Autonomous navigation system applied to collective robotics with ant-inspired communication.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005
Proceedings of the Advances in Artificial Life, 8th European Conference, 2005
Handling Data Sparseness in Gene Network Reconstruction.
Proceedings of the 2005 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2005
2004
An Immune-Evolutionary Algorithm for Multiple Rearrangements of Gene Expression Data.
Genet. Program. Evolvable Mach., 2004
Fuzzy Sets Syst., 2004
Appl. Soft Comput., 2004
A Multi-Neighbor-Joining Approach for Phylogenetic Tree Reconstruction and Visualization.
Proceedings of the III Brazilian Workshop on Bioinformatics, 2004
Recent Advances in Gene Expression Data Clustering: A Case Study with Comparative Results.
Proceedings of the III Brazilian Workshop on Bioinformatics, 2004
Definition of Capacited p-Medians by a Modified Max Min Ant System with Local Search.
Proceedings of the Neural Information Processing, 11th International Conference, 2004
Proceedings of the Artificial Immune Systems, Third International Conference, 2004
2003
The construction of a Boolean competitive neural network using ideas from immunology.
Neurocomputing, 2003
EURASIP J. Adv. Signal Process., 2003
Copt-aiNet and the Gene Ordering Problem.
Proceedings of the II Brazilian Workshop on Bioinformatics, 2003
Hybrid genetic training of gated mixtures of experts for nonlinear time series forecasting.
Proceedings of the IEEE International Conference on Systems, 2003
Proceedings of the NNSP 2003, 2003
A paradigm for blind IIR equalization using the constant modulus criterion and an artificial immune network.
Proceedings of the NNSP 2003, 2003
Proceedings of the Advances in Intelligent Data Analysis V, 2003
Proceedings of the Artificial Immune Systems, Second International Conference, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
GA-based selection of components for heterogeneous ensembles of support vector machines.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
Proceedings of the IEEE Congress on Evolutionary Computation, 2003
2002
IEEE Trans. Evol. Comput., 2002
Multiple criteria optimization based on unsupervised learning and fuzzy inference applied to the vehicle routing problem.
J. Intell. Fuzzy Syst., 2002
J. Adv. Comput. Intell. Intell. Informatics, 2002
Integr. Comput. Aided Eng., 2002
Transductive Support Vector Machines for Cancer Diagnosis and Classification of Microarray Gene Expression Data.
Proceedings of the I Brazilian Workshop on Bioinformatics, 2002
Evolving Phylogenetic Trees: an Alternative to Black-Box Approaches.
Proceedings of the I Brazilian Workshop on Bioinformatics, 2002
Ordering Gene Expression Data Using One-dimensional Self-Organizing Maps.
Proceedings of the I Brazilian Workshop on Bioinformatics, 2002
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
Mixture of Experts Applied to Nonlinear Dynamic Systems Identification: A Comparative Study.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
A Heuristic Method Based on Unsupervised Learning and Fuzzy Inference for the Vehicle Routing Problem.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
Proceedings of the Learning Classifier Systems, 5th International Workshop, 2002
A Step-by-Step Description of a Multi-Purpose Evolutionary Algorithm for Phylogenetic Tree Reconstruction.
Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002
An Integrated System For Phylogenetic Inference Using Evolutionary Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
Multi-objective decision making: towards improvement of accuracy, interpretability and design autonomy in hierarchical genetic fuzzy systems.
Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 2002
Application of Kohonen self-organizing maps to improve the performance of objective methods for speech quality assessment.
Proceedings of the 11th European Signal Processing Conference, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Decentralized control system for autonomous navigation based on an evolved artificial immune network.
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
Proceedings of the 2002 Congress on Evolutionary Computation, 2002
2001
Int. J. Neural Syst., 2001
Int. J. Comput. Intell. Appl., 2001
On-Line Approach for Loss Reduction in Electric Power Distribution Networks Using Learning Classifier Systems.
Proceedings of the Advances in Learning Classifier Systems, 4th International Workshop, 2001
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.
Autom., 2000
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000
Evolutionary design of Takagi-Sugeno fuzzy systems: a modular and hierarchical approach.
Proceedings of the Ninth IEEE International Conference on Fuzzy Systems, 2000
1999
Improved second-order training algorithms for globally and partially recurrent neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999
Evolutionary hybrid composition of activation functions in feedforward neural networks.
Proceedings of the International Joint Conference Neural Networks, 1999
An improving pruning technique with restart for the Kohonen self-organizing feature map.
Proceedings of the International Joint Conference Neural Networks, 1999
Proceedings of the International Joint Conference Neural Networks, 1999
Modular and Hierarchial Evolutionary Design of Fuzzy Systems.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 1999), 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
Proceedings of the 1999 Congress on Evolutionary Computation, 1999
1998
Proceedings of the 5th Brazilian Symposium on Neural Networks (SBRN '98), 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
1996
PhD thesis, 1996
1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Unit-growing learning optimizing the solvability condition for model-free regression.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1993
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993