André Luis Debiaso Rossi
Orcid: 0000-0001-6388-7479
According to our database1,
André Luis Debiaso Rossi
authored at least 29 papers
between 2007 and 2023.
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Bibliography
2023
Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023
Feature Selection and Hyperparameter Fine-Tuning in Artificial Neural Networks for Wood Quality Classification.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
2022
IEEE Trans. Emerg. Top. Comput. Intell., 2022
2021
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
2020
Rethinking Default Values: a Low Cost and Efficient Strategy to Define Hyperparameters.
CoRR, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers.
Inf. Sci., 2019
2018
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018
2017
Intell. Data Anal., 2017
2015
Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks.
Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
To tune or not to tune: Recommending when to adjust SVM hyper-parameters via meta-learning.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
2014
MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data.
Neurocomputing, 2014
2013
Int. J. Hybrid Intell. Syst., 2013
2012
Combining meta-learning and search techniques to select parameters for support vector machines.
Neurocomputing, 2012
Proceedings of the 2012 Brazilian Symposium on Neural Networks, 2012
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012
2010
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010
2008
Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008
Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008
2007
Protein Classification Using Artificial Neural Networks with Different Protein Encoding Methods.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007