André L. D. Rossi

17 papers B 1C 1Journal 8Unranked 7
YearRankTypeTitle / Venue / Authors
2024 J jnl
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms.
Data Min. Knowl. Discov.
Rafael Gomes Mantovani, Tomás Horváth, André L. D. Rossi, Ricardo Cerri, Sylvio Barbon Junior, Joaquin Vanschoren, André C. P. L. F. de Carvalho
2022 J jnl
Energy-Based Dropout in Restricted Boltzmann Machines: Why Not Go Random.
IEEE Trans. Emerg. Top. Comput. Intell.
Mateus Roder, Gustavo Henrique de Rosa, Victor Hugo C. de Albuquerque, André L. D. Rossi, João P. Papa
2022 J jnl
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks.
CoRR
Mateus Roder, Jurandy Almeida, Gustavo H. de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa
2021 J jnl
Energy-based Dropout in Restricted Boltzmann Machines: Why not go random.
CoRR
Mateus Roder, Gustavo Henrique de Rosa, Victor Hugo C. de Albuquerque, André L. D. Rossi, João P. Papa
2021 — conf
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks.
SSCI
Mateus Roder, Jurandy Almeida, Gustavo Henrique de Rosa, Leandro A. Passos, André L. D. Rossi, João P. Papa
2020 B conf
Algorithm Recommendation for Data Streams.
ICPR
Jáder M. C. de Sá, André L. D. Rossi, Gustavo E. A. P. A. Batista, Luís Paulo F. Garcia
2019 J jnl
A meta-learning recommender system for hyperparameter tuning: Predicting when tuning improves SVM classifiers.
Inf. Sci.
Rafael Gomes Mantovani, André L. D. Rossi, Edesio Alcobaça, Joaquin Vanschoren, André C. P. L. F. de Carvalho
2019 J jnl
Frontmatter.
J. Inf. Data Manag.
Angelo Brayner, Maristela Holanda, André L. D. Rossi
2018 — conf
Dimensionality Reduction for the Algorithm Recommendation Problem.
BRACIS
Edesio Alcobaça, Rafael Gomes Mantovani, André L. D. Rossi, André C. P. L. F. de Carvalho
2015 — conf
Meta-learning Recommendation of Default Hyper-parameter Values for SVMs in Classification Tasks.
MetaSel@PKDD/ECML
Rafael Gomes Mantovani, André L. D. Rossi, Joaquin Vanschoren, André C. P. L. F. de Carvalho
2013 J jnl
Predicting execution time of machine learning tasks for scheduling.
Int. J. Hybrid Intell. Syst.
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2012 J jnl
Combining meta-learning and search techniques to select parameters for support vector machines.
Neurocomputing
Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André C. P. L. F. de Carvalho
2012 — conf
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks.
HAIS (1)
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2010 — conf
Combining Meta-learning and Search Techniques to SVM Parameter Selection.
SBRN
Taciana A. F. Gomes, Ricardo Bastos Cavalcante Prudêncio, Carlos Soares, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2008 C conf
Bio-Inspired Parameter Tunning of MLP Networks for Gene Expression Analysis.
HIS
André L. D. Rossi, André C. P. L. F. de Carvalho, Carlos Soares
2008 — conf
Bio-inspired Optimization Techniques for SVM Parameter Tuning.
SBRN
André L. D. Rossi, Luis Debiaso, André Carlos Ponce de Leon Ferreira de Carvalho
2008 — conf
Bioinspired Parameter Tuning of MLP Networks for Gene Expression Analysis: Quality of Fitness Estimates vs. Number of Solutions Analysed.
ICONIP (2)
André L. D. Rossi, Carlos Soares, André C. P. L. F. de Carvalho