Nelson F. F. Ebecken

77 papers A 2B 5C 6Journal 31Unranked 31
YearRankTypeTitle / Venue / Authors
2023 J jnl
TuPy-E: detecting hate speech in Brazilian Portuguese social media with a novel dataset and comprehensive analysis of models.
CoRR
Felipe Oliveira, Victoria Reis, Nelson F. F. Ebecken
2022 J jnl
Machine-Learning Classification of SAR Remotely-Sensed Sea-Surface Petroleum Signatures - Part 1: Training and Testing Cross Validation.
Remote. Sens.
Gustavo de Araújo Carvalho, Peter J. Minnett, Nelson F. F. Ebecken, Luiz Landau
2021 J jnl
A new WAF architecture with machine learning for resource-efficient use.
Comput. Secur.
Manoel Domingues Junior, Nelson F. F. Ebecken
2021 J jnl
Oil Spills or Look-Alikes? Classification Rank of Surface Ocean Slick Signatures in Satellite Data.
Remote. Sens.
Gustavo de Araújo Carvalho, Peter J. Minnett, Nelson F. F. Ebecken, Luiz Landau
2020 J jnl
Classification of Oil Slicks and Look-Alike Slicks: A Linear Discriminant Analysis of Microwave, Infrared, and Optical Satellite Measurements.
Remote. Sens.
Gustavo de Araújo Carvalho, Peter J. Minnett, Nelson F. F. Ebecken, Luiz Landau
2017 J jnl
Intelligent hybrid system for dark spot detection using SAR data.
Expert Syst. Appl.
Patricia Genovez, Nelson F. F. Ebecken, Corina da Costa Freitas, Cristina Maria Bentz, Ramon Morais de Freitas
2016 — conf
Analysis Spreading Patterns Generated by Model.
ICCSA (5)
Thiago Schons, Carolina R. Xavier, Alexandre G. Evsukoff, Nelson F. F. Ebecken, Vinícius da Fonseca Vieira
2015 — conf
A Models Comparison to Estimate Commuting Trips Based on Mobile Phone Data.
CSOC (2)
Carlos André R. Pinheiro, Véronique Van Vlasselaer, Bart Baesens, Alexandre G. Evsukoff, Moacyr A. H. B. da Silva, Nelson F. F. Ebecken
2014 — conf
Modularity Based Hierarchical Community Detection in Networks.
ICCSA (6)
Vinícius da Fonseca Vieira, Carolina Ribeiro Xavier, Nelson F. F. Ebecken, Alexandre G. Evsukoff
2014 J jnl
The influences of canonical evolutionary algorithm operators and variable orderings in learning Bayesian classifiers from data.
Int. J. Hybrid Intell. Syst.
Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Maria do Carmo Nicoletti, Nelson F. F. Ebecken
2013 B conf
Specialized File Transfer Service for Large Oil and Gas Datasets.
CCGRID
Fabio de Souza, Marcus Salles, Fabio Campos, Silvio Costa, Myrian C. A. Costa, Nelson F. F. Ebecken
2012 J jnl
An immune-inspired instance selection mechanism for supervised classification.
Memetic Comput.
Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Douglas Adriano Augusto, Helio J. C. Barbosa
2012 — conf
Centrality and Network Analysis in a Natural Perturbed Ecosystem.
CompleNet
Gilberto Carvalho Pereira, Fatima F. Santos, Nelson F. F. Ebecken
2011 J jnl
A Bayesian imputation method for a clustering genetic algorithm.
J. Comput. Methods Sci. Eng.
Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2011 J jnl
A Process for Innovation in a Collaborative Network.
J. Inf. Knowl. Manag.
Nelson F. F. Ebecken
2011 J jnl
Bayesian network classifiers: Beyond classification accuracy.
Intell. Data Anal.
Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2011 J jnl
Combining in situ flow cytometry and artificial neural networks for aquatic systems monitoring.
Expert Syst. Appl.
Gilberto Carvalho Pereira, Nelson F. F. Ebecken
2011 — conf
Genetic algorithms as a pre processing strategy for imbalanced datasets.
GECCO (Companion)
Marcelo Beckmann, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken
2011 C conf
Learning Bayesian Network structures using Multiple Offspring Sampling.
ISDA
Edimilson Batista dos Santos, Nelson F. F. Ebecken, Estevam R. Hruschka Jr.
2010 B conf
A Distance-Based Mutation Operator for learning Bayesian Network structures using Evolutionary Algorithms.
IEEE Congress on Evolutionary Computation
Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2010 — conf
Artificial Neural Network for Predicting Extreme Sea Level Variation Associated with Severe Storms.
SBRN
Marilia M. F. de Oliveira, Nelson F. F. Ebecken, Jorge L. F. de Oliveira, Luis Manoel Paiva Nunes
2010 C conf
Evolutionary Algorithm Using Random Multi-point Crossover Operator for Learning Bayesian Network Structures.
ICMLA
Edimilson Batista dos Santos, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2010 C conf
Methodology for eddies recognition from satellite images.
IGARSS
Rosa Cristhyna de Oliveira Vieira Paes, Gutemberg Borges França, Victor Daher, Angelo Sartori, Nelson F. F. Ebecken
2010 — conf
Text Classification on a Grid Environment.
VECPAR
Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken
2009 J jnl
Design of interpretable fuzzy rule-based classifiers using spectral analysis with structure and parameters optimization.
Fuzzy Sets Syst.
Alexandre G. Evsukoff, Sylvie Galichet, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken
2009 — ch.
Electronic Records with Cardiovascular Monitoring System.
Computer Recognition Systems 3
Angelmar Constantino Roman, Hugo Bulegon, Silvio Bortoleto, Nelson F. F. Ebecken
2009 J jnl
Knowledge discovering for coastal waters classification.
Expert Syst. Appl.
Gilberto Carvalho Pereira, Nelson F. F. Ebecken
2009 J jnl
On the influence of imputation in classification: practical issues.
J. Exp. Theor. Artif. Intell.
Eduardo R. Hruschka, Antonio J. T. Garcia, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2009 — conf
Potential collaboration discovery using document clustering and community structure detection.
CIKM-CNIKM
Cristian Klen dos Santos, Alexandre G. Evsukoff, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken
2009 J jnl
Visual RBF network design based on Star Coordinates.
Adv. Eng. Softw.
Otto M. Machado Filho, Nelson F. F. Ebecken
2008 — ch.
Auxiliary tool for the identification of genetic coding sequences in eukaryotic organisms.
Computational Intelligence in Medical Informatics
Vincenzo de Roberto Junior, Nelson F. F. Ebecken, Elias Restum Antonio
2008 J jnl
ClusterMiner: High Performance for Data, Text and Web Mining.
Braz. J. Inf. Syst.
Marta Mattoso, Nelson F. F. Ebecken, Gerson Zaverucha, Alexandre G. Evsukoff, Fernanda Baião, Myriam Costa, Guilherme Terra
2008 A conf
Coevolution of data samples and classifiers integrated with grammatically-based genetic programming for data classification.
GECCO
Douglas Adriano Augusto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2008 J jnl
Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system.
Evol. Intell.
Grazziela Patrocinio Figueredo, Luís Alfredo V. de Carvalho, Helio J. C. Barbosa, Nelson F. F. Ebecken
2008 — conf
Ontology Model for Multi-relational Data Mining Application.
ISDA (2)
Silvio Bortoleto, Nelson F. F. Ebecken
2008 J jnl
Parameter Identification of Recurrent Fuzzy Systems With Fuzzy Finite-State Automata Representation.
IEEE Trans. Fuzzy Syst.
Carlos A. Gama, Alexandre G. Evsukoff, Philippe Weber, Nelson F. F. Ebecken
2008 — conf
Term Weighting Approaches for Text Categorization Improving.
ISDA (1)
L. A. Matsunaga, Nelson F. F. Ebecken
2008 — conf
Text Mining Grid Services for Multiple Environments.
VECPAR
Antonio Anddre Serpa, Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken
2008 — conf
Using Stemming Algorithms on a Grid Environment.
VECPAR
Valeriana G. Roncero, Myrian C. A. Costa, Nelson F. F. Ebecken
2007 J jnl
Bayesian networks for imputation in classification problems.
J. Intell. Inf. Syst.
Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2007 A conf
Suppression based immune mechanism to find arepresentative training set in data classification tasks.
GECCO
Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa
2007 — conf
The SUPRAIC Algorithm: A Suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks.
ICARIS
Grazziela Patrocinio Figueredo, Nelson F. F. Ebecken, Helio J. C. Barbosa
2007 J jnl
Towards efficient variables ordering for Bayesian networks classifier.
Data Knowl. Eng.
Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2007 C conf
WNB: A Weighted Naïve Bayesian Classifier.
ISDA
Saul D. de S. S. Pedro, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2006 — conf
A Computational Framework for Cardiac Modeling Based on Distributed Computing and Web Applications.
VECPAR
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
2006 J jnl
Bayesian Feature Selection for Clustering Problems.
J. Inf. Knowl. Manag.
Eduardo R. Hruschka, Estevam R. Hruschka Jr., Thiago F. Covoes, Nelson F. F. Ebecken
2006 J jnl
Extracting rules from multilayer perceptrons in classification problems: A clustering-based approach.
Neurocomputing
Eduardo R. Hruschka, Nelson F. F. Ebecken
2006 J jnl
GOLS - Genetic orthogonal least squares algorithm for training RBF networks.
Neurocomputing
André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2006 — conf
Parallel Fuzzy c-Means Cluster Analysis.
VECPAR
Marta V. Modenesi, Myrian C. A. Costa, Alexandre G. Evsukoff, Nelson F. F. Ebecken
2006 J jnl
Revenue recovering with insolvency prevention on a Brazilian telecom operator.
SIGKDD Explor.
Carlos André R. Pinheiro, Alexandre G. Evsukoff, Nelson F. F. Ebecken
2006 J jnl
Uncertainty in Thermal Basin Modeling: An Interval Finite Element Approach.
Reliab. Comput.
Sebastião C. Pereira, Ulisses T. Mello, Nelson F. F. Ebecken, Rafi L. Muhanna
2005 — conf
Applying Bayesian Networks for Meteorological Data Mining.
SGAI Conf. (Applications)
Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2005 — conf
Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest.
PKDD
Deborah R. Carvalho, Alex Alves Freitas, Nelson F. F. Ebecken
2005 C conf
Feature Selection for Clustering Problems: a Hybrid Algorithm that Iterates Between k-means and a Bayesian Filter.
HIS
Eduardo R. Hruschka, Thiago F. Covoes, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2005 — conf
Missing Values Imputation for a Clustering Genetic Algorithm.
ICNC (3)
Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2004 — conf
A new approach for the discovery of conserved regions in DNA sequences.
Neural Networks and Computational Intelligence
Vincenzo de Roberto Junior, Nelson F. F. Ebecken, Elias Restum Antonio
2004 B conf
Coastal environmental management by fuzzy system modeling.
FUZZ-IEEE
Gilberto Carvalho Pereira, Alexandre G. Evsukoff, Ricardo Coutinho, Nelson F. F. Ebecken
2004 — conf
Feature Selection by Bayesian Networks.
Canadian AI
Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2004 B conf
Identification of recurrent fuzzy systems with genetic algorithms.
FUZZ-IEEE
Alexandre G. Evsukoff, Nelson F. F. Ebecken
2004 — conf
Parallel Implementation of a Fuzzy Rule Based Classifier.
VECPAR
Alexandre G. Evsukoff, Myrian C. A. Costa, Nelson F. F. Ebecken
2004 — conf
Towards Efficient Imputation by Nearest-Neighbors: A Clustering-Based Approach.
Australian Conference on Artificial Intelligence
Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2003 J jnl
A Feature Selection Bayesian Approach for Extracting Classification Rules with a Clustering Genetic Algorithm.
Appl. Artif. Intell.
Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2003 — conf
A Nearest-Neighbor Method as a Data Preparation Tool for a Clustering Genetic Algorithm.
SBBD
Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2003 J jnl
A genetic algorithm for cluster analysis.
Intell. Data Anal.
Eduardo R. Hruschka, Nelson F. F. Ebecken
2003 — conf
Evaluating a Nearest-Neighbor Method to Substitute Continuous Missing Values.
Australian Conference on Artificial Intelligence
Eduardo R. Hruschka, Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2003 — conf
GridBR: The Challenge of Grid Computing.
GCC (1)
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
2003 B conf
Mining Fuzzy Rules for a Traffic Information System.
KES
Alexandre G. Evsukoff, Nelson F. F. Ebecken
2002 C conf
A Data Preparation Bayesian Approach for a Clustering Genetic Algorithm.
HIS
Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken
2002 — conf
Data Mining for Data Classification Based on the KNN-Fuzzy Method Supported by Genetic Algorithm.
VECPAR
José L. A. Rosa, Nelson F. F. Ebecken
2002 — conf
Growing Compact RBF Networks Using a Genetic Algorithm.
SBRN
André da Motta Salles Barreto, Helio J. C. Barbosa, Nelson F. F. Ebecken
2002 J jnl
Missing values prediction with K2.
Intell. Data Anal.
Estevam R. Hruschka Jr., Nelson F. F. Ebecken
2002 — conf
Parallel Implementation for Probabilistic Analysis of 3D Discrete Cracking in Concrete.
VECPAR
Carmen N. M. Paz, Luiz Fernando Martha, José L. D. Alves, Eduardo M. R. Fairbairn, Nelson F. F. Ebecken, Alvaro L. G. A. Coutinho
2001 — conf
Implementação em Java de um Algoritmo de Árvore de Decisão Acoplado a um SGBD Relacional.
SBBD
Mauricio Onoda, Nelson F. F. Ebecken
2000 J jnl
A clustering algorithm for extracting rules from supervised neural network models in data mining tasks.
Int. J. Comput. Syst. Signals
Eduardo R. Hruschka, Nelson F. F. Ebecken
2000 — conf
Applying a Clustering Genetic Algorithm for Extracting Rules from a Supervised Neural Network.
IJCNN (3)
Eduardo R. Hruschka, Nelson F. F. Ebecken
1999 J jnl
Mining a large database with a parallel database server.
Intell. Data Anal.
Mauro Sousa, Marta Mattoso, Nelson F. F. Ebecken
1998 — conf
Data-Mining: A Tightly-Coupled Implementation on a Parallel Database Server.
DEXA Workshop
Mauro Sousa, Marta Mattoso, Nelson F. F. Ebecken