André L. D. Rossi

According to our database, André L. D. Rossi authored at least 9 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2021

From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks.

Mateus Roder, Jurandy Almeida, Gustavo Henrique de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

Algorithm Recommendation for Data Streams.

Jáder M. C. de Sá, André L. D. Rossi, Gustavo E. A. P. A. Batista, Luís Paulo F. Garcia

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

Dimensionality Reduction for the Algorithm Recommendation Problem.

Edesio Alcobaça, Rafael Gomes Mantovani, André L. D. Rossi, André C. P. L. F. de Carvalho

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2015

Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks.

Rafael Gomes Mantovani, André L. D. Rossi, Joaquin Vanschoren, André C. P. L. F. de Carvalho

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

2012

Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks.

Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2010

Combining Meta-learning and Search Techniques to SVM Parameter Selection.

Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

2008

Bio-inspired Optimization Techniques for SVM Parameter Tuning.

André L. D. Rossi, Luis Debiaso, André Carlos Ponce de Leon Ferreira de Carvalho

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.

André L. D. Rossi, Carlos Soares, André C. P. L. F. de Carvalho

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Bio-Inspired Parameter Tunning of MLP Networks for Gene Expression Analysis.

André L. D. Rossi, André C. P. L. F. de Carvalho, Carlos Soares

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008