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Nelson F. F. Ebecken
- > Home > Persons > Nelson F. F. Ebecken
Publications
- 2022
- [j30]Gustavo de Araújo Carvalho, Peter J. Minnett, Nelson F. F. Ebecken, Luiz Landau:
Machine-Learning Classification of SAR Remotely-Sensed Sea-Surface Petroleum Signatures - Part 1: Training and Testing Cross Validation. Remote. Sens. 14(13): 3027 (2022) - 2021
- [j28]Gustavo de Araújo Carvalho, Peter J. Minnett, Nelson F. F. Ebecken, Luiz Landau:
Oil Spills or Look-Alikes? Classification Rank of Surface Ocean Slick Signatures in Satellite Data. Remote. Sens. 13(17): 3466 (2021) - 2020
- [j27]Gustavo de Araújo Carvalho, Peter J. Minnett, Nelson F. F. Ebecken, Luiz Landau:
Classification of Oil Slicks and Look-Alike Slicks: A Linear Discriminant Analysis of Microwave, Infrared, and Optical Satellite Measurements. Remote. Sens. 12(13): 2078 (2020) - 2016
- [c50]Thiago Schons, Carolina R. Xavier, Alexandre G. Evsukoff, Nelson F. F. Ebecken, Vinícius da Fonseca Vieira:
Analysis Spreading Patterns Generated by Model. ICCSA (5) 2016: 337-349 - 2015
- [c49]Carolina Ribeiro Xavier, Vinícius da Fonseca Vieira, Nelson Francisco Favilla Ebecken, Alexandre Gonçalves Evsukoff:
Studying Reciprocity and Communication Probability Ratio in Weighted Phone Call Ego Networks. CompleNet 2015: 201-208 - [c48]Carlos André R. Pinheiro, Véronique Van Vlasselaer, Bart Baesens, Alexandre G. Evsukoff, Moacyr A. H. B. da Silva, Nelson F. F. Ebecken:
A Models Comparison to Estimate Commuting Trips Based on Mobile Phone Data. CSOC (2) 2015: 35-44 - 2014
- [c47]Vinícius da Fonseca Vieira, Carolina Ribeiro Xavier, Nelson F. F. Ebecken, Alexandre G. Evsukoff:
Modularity Based Hierarchical Community Detection in Networks. ICCSA (6) 2014: 146-160 - 2013
- [c45]Fabio de Souza, Marcus Salles, Fabio Campos, Silvio Costa, Myrian C. A. Costa, Nelson F. F. Ebecken:
Specialized File Transfer Service for Large Oil and Gas Datasets. CCGRID 2013: 176-177 - 2012
- [j24]Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Douglas Adriano Augusto, Helio J. C. Barbosa:
An immune-inspired instance selection mechanism for supervised classification. Memetic Comput. 4(2): 135-147 (2012) - [c44]Gilberto Carvalho Pereira, Fatima F. Santos, Nelson F. F. Ebecken:
Centrality and Network Analysis in a Natural Perturbed Ecosystem. CompleNet 2012: 217-224 - 2011
- [j23]Gilberto Carvalho Pereira, Nelson F. F. Ebecken:
Combining in situ flow cytometry and artificial neural networks for aquatic systems monitoring. Expert Syst. Appl. 38(8): 9626-9632 (2011) - [c43]Marcelo Beckmann, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken:
Genetic algorithms as a pre processing strategy for imbalanced datasets. GECCO (Companion) 2011: 131-132 - 2010
- [c39]Douglas Adriano Augusto, Helio José Corrêa Barbosa, Nelson Francisco Favilla Ebecken:
Coevolutionary multi-population genetic programming for data classification. GECCO 2010: 933-940 - [c35]Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken:
Text Classification on a Grid Environment. VECPAR 2010: 251-262 - 2009
- [j18]Gilberto Carvalho Pereira, Nelson F. F. Ebecken:
Knowledge discovering for coastal waters classification. Expert Syst. Appl. 36(4): 8604-8609 (2009) - [j17]Alexandre G. Evsukoff, Sylvie Galichet, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken:
Design of interpretable fuzzy rule-based classifiers using spectral analysis with structure and parameters optimization. Fuzzy Sets Syst. 160(7): 857-881 (2009) - [c34]Cristian Klen dos Santos, Alexandre G. Evsukoff, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken:
Potential collaboration discovery using document clustering and community structure detection. CIKM-CNIKM 2009: 39-46 - 2008
- [j15]Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa, Nelson F. F. Ebecken:
Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system. Evol. Intell. 1(2): 133-144 (2008) - [j14]Marta Mattoso, Nelson F. F. Ebecken, Gerson Zaverucha, Alexandre G. Evsukoff, Fernanda Baião, Myriam Costa, Guilherme Terra:
ClusterMiner: High Performance for Data, Text and Web Mining. Braz. J. Inf. Syst. 1(1) (2008) - [j13]Carlos A. Gama, Alexandre G. Evsukoff, Philippe Weber, Nelson F. F. Ebecken:
Parameter Identification of Recurrent Fuzzy Systems With Fuzzy Finite-State Automata Representation. IEEE Trans. Fuzzy Syst. 16(1): 213-224 (2008) - [c33]Douglas Adriano Augusto, Helio J. C. Barbosa, Nelson F. F. Ebecken:
Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification. GECCO 2008: 1171-1178 - [c30]Antonio Anddre Serpa, Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken:
Text Mining Grid Services for Multiple Environments. VECPAR 2008: 576-587 - [c29]Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken:
Using Stemming Algorithms on a Grid Environment. VECPAR 2008: 588-593 - 2007
- [c28]Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa:
Suppression based immune mechanism to find arepresentative training set in data classification tasks. GECCO 2007: 171 - [c27]Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa:
The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks. ICARIS 2007: 59-70 - 2006
- [j10]André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken:
GOLS - Genetic orthogonal least squares algorithm for training RBF networks. Neurocomputing 69(16-18): 2041-2064 (2006) - [j6]Carlos André R. Pinheiro, Alexandre G. Evsukoff, Nelson F. F. Ebecken:
Revenue recovering with insolvency prevention on a Brazilian telecom operator. SIGKDD Explor. 8(1): 65-70 (2006) - [c24]Marta V. Modenesi, Myrian C. A. Costa, Alexandre G. Evsukoff, Nelson F. F. Ebecken:
Parallel Fuzzy c-Means Cluster Analysis. VECPAR 2006: 52-65 - [c23]D. M. S. Martins, Fernando Otaviano Campos, Leandro Neumann Ciuffo, Rafael Sachetto Oliveira, Ronan M. Amorim, Vinícius F. Vieira, Nelson F. F. Ebecken, Ciro de Barros Barbosa, Rodrigo Weber dos Santos:
A Computational Framework for Cardiac Modeling Based on Distributed Computing and Web Applications. VECPAR 2006: 544-555 - 2004
- [c16]Gilberto Carvalho Pereira, Alexandre G. Evsukoff, Ricardo Coutinho, Nelson F. F. Ebecken:
Coastal environmental management by fuzzy system modeling. FUZZ-IEEE 2004: 215-220 - [c15]Alexandre G. Evsukoff, Nelson F. F. Ebecken:
Identification of recurrent fuzzy systems with genetic algorithms. FUZZ-IEEE 2004: 1703-1708 - [c13]Alexandre G. Evsukoff, Myrian C. A. Costa, Nelson F. F. Ebecken:
Parallel Implementation of a Fuzzy Rule Based Classifier. VECPAR 2004: 184-193 - 2003
- [c11]S. R. R. Costa, L. G. Neves, F. Ayres, C. E. Mendonça, R. S. N. de Bragança, F. Gandour, L. V. Ferreira, Myrian C. A. Costa, Nelson F. F. Ebecken:
GridBR: The Challenge of Grid Computing. GCC (1) 2003: 601-607 - [c10]Alexandre G. Evsukoff, Nelson F. F. Ebecken:
Mining Fuzzy Rules for a Traffic Information System. KES 2003: 237-243 - 2002
- [c7]André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken:
Growing Compact RBF Networks Using a Genetic Algorithm. SBRN 2002: 61-66 - [c6]Carmen N. M. Paz, Luiz Fernando Martha, José L. D. Alves, Eduardo M. R. Fairbairn, Nelson F. F. Ebecken, Alvaro L. G. A. Coutinho:
Parallel Implementation for Probabilistic Analysis of 3D Discrete Cracking in Concrete. VECPAR 2002: 79-93 - 1999
- [j1]Mauro Sousa, Marta Mattoso, Nelson F. F. Ebecken:
Mining a large database with a parallel database server. Intell. Data Anal. 3(6): 437-451 (1999) - 1998
- [c1]Mauro Sousa, Marta Mattoso, Nelson F. F. Ebecken:
Data-Mining: A Tightly-Coupled Implementation on a Parallel Database Server. DEXA Workshop 1998: 711-716
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