Fernando J. Von Zuben
34 publications
7 venues
H Index 10
Affiliation
University of Campinas, Sao Paulo, BrazilLinks
| Name | Venue | Year | citations |
|---|---|---|---|
OFA
|
IJCNN | 2024 | 0 |
| OFA
|
IJCNN | 2023 | 0 |
| Wind Speed Forecasting via Multi-task Learning.
|
IJCNN | 2021 | 5 |
| Multi-criteria analysis involving Pareto-optimal misclassification tradeoffs on imbalanced datasets.
|
IJCNN | 2020 | 2 |
| Group LASSO with Asymmetric Structure Estimation for Multi-Task Learning.
|
IJCAI | 2019 | 7 |
| Investigating multiobjective methods in multitask classification.
|
IJCNN | 2018 | 4 |
| Spatial Projection of Multiple Climate Variables Using Hierarchical Multitask Learning.
|
AAAI | 2017 | 13 |
| Multi-task Sparse Structure Learning with Gaussian Copula Models.
|
JMLR | 2016 | 61 |
| Multi-Label Structure Learning with Ising Model Selection.
|
IJCAI | 2015 | 12 |
| Multi-task Sparse Structure Learning.
|
CIKM | 2014 | 40 |
| The Influence of Supervised Clustering for RBFNN Centers Definition: A Comparative Study.
|
ICANN | 2012 | 0 |
| Performance analysis of nonlinear echo state network readouts in signal processing tasks.
|
IJCNN | 2012 | 8 |
| Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines.
|
IJCNN | 2012 | 28 |
| A neural architecture to address Reinforcement Learning problems.
|
IJCNN | 2011 | 2 |
| An echo state network architecture based on volterra filtering and PCA with application to the channel equalization problem.
|
IJCNN | 2011 | 32 |
| Learning Ensembles of Neural Networks by Means of a Bayesian Artificial Immune System.
|
IEEE Trans. Neural Networks | 2011 | 34 |
| Learning Bayesian networks to perform feature selection.
|
IJCNN | 2009 | 3 |
| A Wrapper for Projection Pursuit Learning.
|
IJCNN | 2007 | 2 |
| Long-term time series prediction using wrappers for variable selection and clustering for data partition.
|
IJCNN | 2007 | 6 |
| Bayesian Learning of Neural Networks by Means of Artificial Immune Systems.
|
IJCNN | 2006 | 7 |
| Data partition and variable selection for time series prediction using wrappers.
|
IJCNN | 2006 | 5 |
| The Influence of the Pool of Candidates on the Performance of Selection and Combination Techniques in Ensembles.
|
IJCNN | 2006 | 20 |
| An Immunological Density-Preserving Approach to the Synthesis of RBF Neural Networks for classification.
|
IJCNN | 2006 | 10 |
| A Hybrid Ensemble Model Applied to the Short-Term Load Forecasting Problem.
|
IJCNN | 2006 | 16 |
| A Supervised Constructive Neuro-Immune Network for Pattern Classification.
|
IJCNN | 2006 | 5 |
| Support Vector Clustering Applied to Digital Communications.
|
IJCNN | 2006 | 0 |
| Least-squares support vector machines for DOA estimation: a step-by-step description and sensitivity analysis.
|
IJCNN | 2005 | 6 |
| Mixture of heterogeneous experts applied to time series: a comparative study.
|
IJCNN | 2005 | 6 |
| Constructive neural network in model-based control of a biotechnological process.
|
IJCNN | 2003 | 2 |
| Transductive support vector machines for classification of microarray gene expression data.
|
IJCNN | 2003 | 2 |
| Evolutionary hybrid composition of activation functions in feedforward neural networks.
|
IJCNN | 1999 | 11 |
| An improving pruning technique with restart for the Kohonen self-organizing feature map.
|
IJCNN | 1999 | 1 |
| Hybrid tuning of activation functions in feedforward neural networks.
|
IJCNN | 1999 | 3 |
| Improved second-order training algorithms for globally and partially recurrent neural networks.
|
IJCNN | 1999 | 0 |