Andre Luis Debiaso Rossi
Andre Luis Debiaso Rossi
Verified email at unesp.br
Title
Cited by
Cited by
Year
Combining meta-learning and search techniques to select parameters for support vector machines
TAF Gomes, RBC Prudêncio, C Soares, ALD Rossi, A Carvalho
Neurocomputing 75 (1), 3-13, 2012
1302012
Deep learning for biological image classification
C Affonso, ALD Rossi, FHA Vieira, ACP de Leon Ferreira
Expert Systems with Applications 85, 114-122, 2017
952017
MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data
ALD Rossi, ACP de Leon Ferreira, C Soares, BF De Souza
Neurocomputing 127, 52-64, 2014
532014
Effectiveness of random search in SVM hyper-parameter tuning
RG Mantovani, ALD Rossi, J Vanschoren, B Bischl, AC De Carvalho
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
402015
To tune or not to tune: recommending when to adjust SVM hyper-parameters via meta-learning
RG Mantovani, ALD Rossi, J Vanschoren, B Bischl, AC Carvalho
2015 International Joint Conference on Neural Networks (IJCNN), 1-8, 2015
332015
Combining meta-learning and search techniques to svm parameter selection
TAF Gomes, RBC Prudȇncio, C Soares, ALD Rossi, A Carvalho
2010 Eleventh Brazilian Symposium on Neural Networks, 79-84, 2010
172010
Bio-inspired optimization techniques for svm parameter tuning
ALD Rossi, AC de Carvalho
2008 10th Brazilian Symposium on Neural Networks, 57-62, 2008
152008
Meta-learning for periodic algorithm selection in time-changing data
ALD Rossi, AC Carvalho, C Soares
2012 Brazilian Symposium on Neural Networks, 7-12, 2012
132012
Using genetic algorithms to improve prediction of execution times of ML tasks
R Priya, BF de Souza, ALD Rossi, AC de Carvalho
International Conference on Hybrid Artificial Intelligence Systems, 196-207, 2012
112012
A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers
RG Mantovani, ALD Rossi, E Alcobaça, J Vanschoren, AC de Carvalho
Information Sciences 501, 193-221, 2019
102019
Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks.
RG Mantovani, ALD Rossi, J Vanschoren, AC de Carvalho
MetaSel@ PKDD/ECML, 80-92, 2015
102015
Predicting execution time of machine learning tasks using metalearning
R Priya, BF de Souza, ALD Rossi, AC de Carvalho
2011 World Congress on Information and Communication Technologies, 1193-1198, 2011
102011
Ajuste de parâmetros de técnicas de classificação por algoritmos bioinspirados
ALD Rossi
Universidade de São Paulo, 2009
82009
Protein classification using artificial neural networks with different protein encoding methods
ALD Rossi, MA de Oliveira Camargo-Brunetto
Seventh International Conference on Intelligent Systems Design and …, 2007
82007
Predicting execution time of machine learning tasks for scheduling
R Priya, BF de Souza, ALD Rossi, AC de Carvalho
International Journal of Hybrid Intelligent Systems 10 (1), 23-32, 2013
52013
Bioinspired parameter tuning of MLP networks for gene expression analysis: Quality of fitness estimates vs. Number of solutions analysed
ALD Rossi, C Soares, AC Carvalho
International Conference on Neural Information Processing, 252-259, 2008
52008
Bio-inspired parameter tunning of MLP networks for gene expression analysis
ALD Rossi, AC Carvalho, C Soares
2008 Eighth International Conference on Hybrid Intelligent Systems, 435-440, 2008
52008
Métodos de codificação de proteínas para uso com redes neurais artificiais
ALD Rossi, MA de OC Brunetto
X Congresso Brasileiro de Informática em Saúde, 2006
52006
A guidance of data stream characterization for meta-learning
ALD Rossi, BF De Souza, C Soares, A de Leon Ferreira de Carvalho, ...
Intelligent Data Analysis 21 (4), 1015-1035, 2017
32017
Dimensionality reduction for the algorithm recommendation problem
E Alcobaça, RG Mantovani, ALD Rossi, AC De Carvalho
2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 318-323, 2018
12018
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Articles 1–20