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Timestamp: 2019-04-24 02:25:02+00:00

Document:
PEREIRA, Gilberto Carvalho; EBECKEN, NELSON F.F. Glimpses and Challenges of Computer Modelling in Civil Engineering. Civil Engineering Research, v. 1, p.1-3, 2017.
SIMÕES, G.J. ; Ebecken, N.F.F. . Algoritmo genético e enxame de partículas para a otimização de suportes laterais de fornos. Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería, v. 31, p. 1315, 2015.
DE OLIVEIRA, MARILIA MITIDIERI FERNANDES ; PEREIRA, Gilberto Carvalho ; EBECKEN, NELSON FRANCISCO FAVILLA ; de Oliveira, Jorge Luiz Fernandes . Multivariate Analysis of Extreme Physical, Biological and Chemical Patterns in the Dynamics of Aquatic Ecosystem. Journal of Environmental Protection (Print), v. 06, p. 885-901, 2015.
MOTTA, A. A. ; EBECKEN, NELSON F.F. . An Evolutionary Method for Kinetic Energy Ammunition Optimization. International Journal of Engineering Research and Applications (IJERA), v. 5, p. 07-19, 2015.
Machado Filho, Otto M. ; Ebecken, Nelson F. F. ; OLIVEIRA, MARILIA M. F. DE . Santos Basin Wind Patterns for Planning Offshore Pre-Salt Activities. Journal of Environmental Protection (Print), v. 06, p. 1134-1138, 2015.
EBECKEN, N. F. F.; Pereira, Gilberto C . Ecological Networks: From Structural Analysis to Synchronization. International Science Index, v. 9, p. 958-962, 2015.
BECKMANN, MARCELO ; Ebecken, Nelson F. F. ; PIRES DE LIMA, BEATRIZ S. L. . A KNN Undersampling Approach for Data Balancing. Journal of Intelligent Learning Systems and Applications, v. 07, p. 104-116, 2015.
MOREIRA, R. S. ; EBECKEN, NELSON F.F. . Maritime Vessel Tracking with an Ensemble of WiSARD Classifiers in Video. INTERNATIONAL JOURNAL OF SYSTEMS APPLICATIONS, ENGINEERING & DEVELOPMENT, v. 9, p. 152-158, 2015.
CARDIAL, IVANA ; FRANCISCO, NELSON . A Simulation Model and a Hybrid Genetic Algorithm for Energy-Aware MANET Routing and Planning. International Journal of Computer Applications, v. 124, p. 42-50, 2015.
MOTTA, A.A. ; Ebecken, N.F.F. . Uma simulação eficiente de estruturas sob carregamentos impulsivos e uma apliação expedita. Revista Internacional de Métodos Numéricos para Cálculo y Diseño en Ingeniería, v. 31, p. 20-26, 2015.
SILVA MOREIRA, RODRIGO DA ; FAVILLA EBECKEN, NELSON FRANCISCO . Parallel Wisard Object Tracker: A Rambased Tracking System. Computer Science & Engineering: An International Journal, v. 4, p. 1-13, 2014.
Pereira, Gilberto C. ; ANDRADE, LÚCIO P. ; ESPÍNDOLA, ROGÉRIO P. ; Ebecken, Nelson F. F. . Structural Analysis and Static Simulation of Coastal Planktonic Networks. Journal of Intelligent Learning Systems and Applications, v. 06, p. 113-124, 2014.
DOS SANTOS, EDIMILSON BATISTA ; Estevam R. Hruschka Júnior ; Maria do Carmo Nicoletti ; EBECKEN, N. F. F. . The influences of canonical evolutionary algorithm operators and variable orderings in learning Bayesian classifiers from data. International Journal of Hybrid Intelligent Systems, v. 11, p. 183-195, 2014.
VIEIRA, VINÍCIUS DA FONSECA ; XAVIER, CAROLINA RIBEIRO ; EBECKEN, NELSON FRANCISCO FAVILLA ; EVSUKOFF, Alexandre Gonçalves . Performance Evaluation of Modularity Based Community Detection Algorithms in Large Scale Networks. Mathematical Problems in Engineering (Print), v. 2014, p. 1-15, 2014.
MOREIRA, R. S. ; Ebecken, Nelson. F. F. ; ALVES, Alexandre Soares ; LIVERNET, F. ; CAMPILLO-NAVETTI, A. . A Survey on Video Detection and Tracking of Maritime Vessels. International Journal of Research and Reviews in Applied Sciences, v. 20, p. 37-50, 2014.
ANDRADE, L. P. ; ESPINDOLA, R. P. ; EBECKEN, NELSON F.F. . Community Detection by an Efficient Ant Colony Approach. Lecture Notes in Computer Science, v. 8502, p. 1-9, 2014.
OLIVEIRA, RUBENS L. ; de Lima, Beatriz S.L.P. ; EBECKEN, NELSON F.F. . Multiway analysis in data SONAR classification. Mechanical Systems and Signal Processing, v. 45, p. 531-541, 2014.
CAPUTO, Graziella Martins ; Nelson F. F. Ebecken . Concept Map Construction from E-Commerce Web Pages. International Journal of Information Technology and Business Management, v. 10, p. 30-39, 2013.
PEREIRA, Gilberto Carvalho ; OLIVEIRA, Marília Mitidieri Fernandes de ; Nelson F. F. Ebecken . Genetic Optimization of Artificial Neural Networks to Forecast Virioplankton Abundance from Cytometric Data. Journal of Intelligent Learning Systems and Applications, v. 05, p. 57-66, 2013.
BRAGA, F. ; EBECKEN, N. F. F. . A semi-automatic method for extracting a taxonomy for nuclear knowledge using hierarchical document clustering based on concept sets. International Journal of Nuclear Knowledge Management (Print), v. 6, p. 155-169, 2013.
Maria Luiza C. Passini ; Katiusca B. Estébanez ; Grazziela P. Figueredo ; Nelson F. F. Ebecken . A Strategy for Training Set Selection in Text Classification Problems. International Journal of Advanced Computer Science and Applications, v. 4, p. 54-60, 2013.
Fátima Ferrão Santos ; EBECKEN, N. F. F. ; PEREIRA, Gilberto Carvalho . Network analysis in an upwelling system. Journal of Environmental Science and Water Resources, v. 2, p. 320-329, 2013.
DOS SANTOS, EDIMILSON BATISTA ; Ebecken, Nelson F. F. ; HRUSCHKA, ESTEVAM R. ; ELKAMEL, ALI ; MADHURANTHAKAM, CHANDRA M. R. . Bayesian Classifiers Applied to the Tennessee Eastman Process. Risk Analysis, v. 13, p. n/a-n/a, 2013.
OLIVEIRA, MARILIA M. F. DE ; Pereira, Gilberto C. ; OLIVEIRA, JORGE L. F. DE ; Ebecken, Nelson F. F. . Effects of Sea Level Variation on Biological and Chemical Concentrations in a Coastal Upwelling Ecosystem. Journal of Environmental Protection (Print), v. 04, p. 61-76, 2013.
MOREIRA, R. S. ; EBECKEN, N. F. F. . Aplicação da Rede Neural sem Peso Wisard para o Rastreamento de Alvos e Superfície no Mar. Learning and Nonlinear Models, v. 11, p. 103, 2013.
A. G. Evsukoff, M. Cataldi, B. S. L. P. de Lima, A multi-model approach for long-term runoff modeling using rainfall forecasts. Expert Systems with Applications, v. 39, p. 4938-4946, 2012.
Figueredo, Grazziela P. ; Ebecken, Nelson F. F. ; Augusto, Douglas A. ; Barbosa, Helio J. C. . An immune-inspired instance selection mechanism for supervised classification. Memetic Computing, v. 4, p. 135-147, 2012.
SANTOS, F. F. ; PEREIRA, Gilberto Carvalho ; EBECKEN, N. F. F. . Interaction network analysis in an environmental management system. Journal of Environmental Science and Water Resources, v. 1, p. 259-266, 2012.
Oliveira, M. M. F. de ; Oliveira, Marilia Mitidieri F. ; Pereira, Gilberto C. ; Oliveira, Jorge Luiz F. ; EBECKEN, N. F. F. . Large and mesoscale meteo-oceanographic patterns in local responses of biogeochemical concentrations. Environmental Monitoring and Assessment (Dordrecht. Online), v. 184, p. 6935-6956, 2012.
SANTOS, F. F. ; EBECKEN, N. F. F. ; Pereira, Gilberto C . Interaction network analysis in an environmental management system. Journal of Enironmental Science and Water Resources, v. 1, p. 259-266, 2012.
F. T. Souza, N. F. F. Ebecken, A Data Based Model to Predict Landslide Induced by Rainfall in Rio de Janeiro City. Geotechnical and Geological Engineering, v. 30, p. 85-94, 2012.
E. B. dos Santos ; E. R. Hruschka Júnior ; E. R. Hruschka; N. F. F. Ebecken. Bayesian Network Classifiers: Beyond Classification Accuracy. Intelligent Data Analysis (Print), v. 15, p. 279-298, 2011.
E. R. Hruschka Júnior, E. R. Hruschka; N. F. F. Ebecken. A Bayesian imputation method for a clustering genetic algorithm. Journal of Computational Methods in Sciences and Engineering, v. 11, p. 173-183, 2011.
N. F. F. Ebecken. An Overview on the Use of Neural Networks for Data Mining Tasks. Learning and Nonlinear Models, v. 9, p. 202-212, 2011.
A. A. Pina, C. H. Albrecht, Carl Horst ; B. S. L. P. de Lima; B. P. Jacob. Tailoring the particle swarm optimization algorithm for the design of offshore oil production risers. Optimization and Engineering (Print), v. 12, p. 215-235, 2011.
G. C. Pereira, A.R. Figueiredo, P. M. Jabor, P. M., N. F. F. Ebecken. . Assessing the ecological status of plankton in Anjos Bay: a flow cytometry approach. Biogeosciences discussion, v. 7, p. 6243-6264, 2010.
E. S. S. Coutinho, L. Bevilacqua, H. L. Queiroz. Population Dynamics Modeling Of Arapaima Gigas. Acta Amazonica, v. 30, p. 333-346, 2010.
G. C. Pereira, A. G. Evsukoff, N. F. F. Ebecken. Fuzzy modelling of chlorophyll production in a Brazilian upwelling system. Ecological Modelling, v. 220, p. 1506-1512, 2009.
O. M. Machado Filho, N. F. F. Ebecken. Visual RBF network design based on Star Coordinates. Advances in Engineering Software, p. 913-919, 2009.
M. Rafikov, L. Bevilacqua, A. Wyse. Optimal control strategy of malaria vector using genetically modified mosquitoes. Journal of Theoretical Biology, v. 258, p. 418-425, 2009.
Carlos A. Gama ; EVSUKOFF, Alexandre Gonçalves ; Philippe Weber ; EBECKEN, N. F. F. . Parameter Identification of Recurrent Fuzzy Systems With Fuzzy Finite-State Automata Representation.. IEEE Transactions on Fuzzy Systems, v. 16, p. 213-224, 2008.
PEREIRA, Gilberto Carvalho ; COUTINHO, Ricardo ; EBECKEN, N. F. F. . Data Mining for Environmental analysis and diagnostic: a case study of upwelling ecosystem of Arraial do Cabo.. Brazilian Journal of Oceanography, v. 56, p. 1-12, 2008.
FIGUEREDO, G. P. ; Luis Alfredo Vidal de Carvalho ; BARBOSA, Hélio José C ; EBECKEN, N. F. F. . Evolutionary algorithms to simulate the phylogenesis of a binary artificial immune system.. Journal Evolutionary Intelligence, v. 1, p. 133-144, 2008.
PEREIRA, G ; EBECKEN, N. F. F. . Knowledge discovering for coastal waters classification. Expert Systems with Applications, p. ., 2008.
D. M. K. N. Kunitaki ; B. S. L. P. de Lima ; A. G. Evsukoff ; B. P. Jacob . Probabilistic and Fuzzy Arithmetic Approaches for the Treatment of Uncertainties in the Installation of Torpedo Piles. Mathematical Problems in Engineering, v. 2008, p. 512343, 2008.
MOTTA, Alexandre de Assis ; EBECKEN, N. F. F. . On the Application of Genetic Algorithms in Underwater Explosive Charges Optimization.. International Journal For Computation Methods In Engineering Science And Mechanics, v. 8, p. 1-9, 2007.
HRUSCHKA JUNIOR, Estevam Rafael ; EBECKEN, N. F. F. . Towards efficient variables ordering for Bayesian networks classifier. Data & Knowledge Engineering, v. 63, p. 258-269, 2007.
HRUSCHKA JUNIOR, Estevam Rafael ; HRUSCHKA, Eduardo Raul ; EBECKEN, N. F. F. . Bayesian networks for imputation in classification problems. Journal of Intelligent Information Systems, v. 29, p. 231-252, 2007.
M.V.Modenesi ; COSTA, Myrian Christina de Aragão ; EVSUKOFF, Alexandre Gonçalves ; EBECKEN, N. F. F. . Parallel Fuzzy c-means Cluster Analysis. Lecture Notes in Computer Science, v. 4395, p. 52-65, 2007.
B. K. Almentero ; A. G. Evsukoff ; MATTOSO, Marta Lima de Queirós . DWMiner: A Tool for Mining Frequent Item Sets Efficiently in Data Warehouses. Lecture Notes in Computer Science, v. 4395, p. 212-224, 2007.
C. Simon ; P. Weber ; A. G. Evsukoff . Bayesian networks inference algorithm to implement Dempster Shafer theory in reliability analysis. Reliability Engineering & Systems Safety, v. 93, p. 950-963, 2007.
FIGUEREDO, G. P. ; EBECKEN, N. F. F. ; BARBOSA, Hélio José C . The SUPRAIC Algorithm: A suppression Immune Based Mechanism to Find a Representative Training Set in Data Classification Tasks. Lecture Notes in Computer Science, v. 4628, p. 59-70, 2007.
MARTINS, D. ; CAMPOS, F. ; OLIVEIRA, R. ; AMORIM, R. M. ; VIEIRA, V. ; EBECKEN, N. F. F. ; BARBOSA, C. ; SANTOS, R. W. . A Computational Framework for Cardiac Modeling Based on Distributed Computing and Web Applications. Lecture Notes in Computer Science, v. 4395, p. 544-555, 2007.
Oliveira, Marilia Mitidieri F. de ; Ebecken, Nelson Francisco F. ; Santos, Isimar de A. ; Neves, Claudio F. ; Caloba, Luiz P. ; Oliveira, Jorge Luiz F. de . Modelagem da maré meteorológica utilizando redes neurais artificiais: uma aplicação para a Baía de Paranaguá-PR, parte 2: dados meteorológicos de reanálise do NCEP/NCAR. Revista Brasileira de Meteorologia, v. 22, p. ., 2007.
A. G. Evsukoff ; E. M. R. Fairbairn ; E. F. Faria ; M. M. Silvoso ; R. D. Toledo Filho . Modeling adiabatic temperature rise during concrete hydration: A data mining approach. Computers & Structures, v. 84, p. 2351-2362, 2006.
COELHO, Lúcia Carvalho ; SOARES, Antonio Claudio ; EBECKEN, N. F. F. ; DRUMMOND, José Luis ; LANDAU, Luiz . Modelling mechanical behaviour of limestone under reservoir conditions . International Journal for Numerical and Analytical Methods in Geomechanics, John Wiley and Sons, v. 30, n. 14, p. 1477-1500, 2006.
HRUSCHKA, Eduardo Raul ; EBECKEN, N. F. F. . Extracting rules from multilayer perceptrons in classification problems: A clustering-based approach. Neurocomputing (Amsterdam), ELSEVIER, v. 70, p. 384-397, 2006.
BARRETO, André da Motta Salles ; BARBOSA, Hélio José C ; EBECKEN, N. F. F. . GOLS - Genetic orthogonal least squares algorithm for training RBFnetworks. Neurocomputing (Amsterdam), ELSEVIER, v. 69, p. 2041-2064, 2006.
HRUSCHKA, Eduardo Raul ; HRUSCHKA JUNIOR, Estevam Rafael ; COVÕES, Thiago F ; EBECKEN, N. F. F. . Bayesian Feature Selection for Clustering Problems. Journal Of Information And Knowledge Management, iKMS & World Scientific, v. 5, n. 4, p. 315-327, 2006.
PINHEIRO, Carlos André Reis ; EVSUKOFF, Alexandre Gonçalves ; EBECKEN, N. F. F. . Revenue Recovering With Insolvency Prevention on a Brazilian Telecom Operator . Sigkdd Explorations Newsletter, ACM, v. 8, n. 1, p. 65-70, 2006.
OLIVEIRA, M M ; EBECKEN, N. F. F. ; NEVES, C de F ; CALOBA, L. P. ; SANTOS, I de A . NCEP/NCAR Reanalysis data to predict the variability of the mean sea level on South Atlantic Ocean with ANN model. Geophysical Research Abstracts, GEOPHYSICAL RESEARCH ABSTRACTS, v. 8, p. 1607-7962, 2006.
OLIVEIRA, Marília Mitidieri Fernandes de ; EBECKEN, N. F. F. ; Isimar de A. Santos ; Claúdio F. Neves ; CALOBA, L. P. ; Jorge Luiz F. de Oliveira . Modelagem da Maré Meteorológica Utilizando Redes Neurais Artificiais: Uma Aplicação Para a Baía de Paranaguá PR, Parte 1: Dados Meteorologicos da Estação de Superfície.. Revista Brasileira de Meteorologia, v. 21, p. 220-231, 2006.
A. G. Evsukoff ; S. Gentil . Recurrent neuro-fuzzy system for fault detection and isolation in nuclear reactors. Advanced Engineering Informatics, v. 19, p. 55-66, 2005.
A. G. Evsukoff ; M. C. A. Costa ; N. F. F. Ebecken . Parallel Implementation of a Fuzzy Rule Based Classifier. Lecture Notes in Computer Science, v. 3402, p. 184-193, 2005.
Leite Pires de Lima, Beatriz de Souza ; Pinheiro Jacob, Breno ; Francisco Favilla Ebecken, Nelson . A hybrid fuzzy/genetic algorithm for the design of offshore oil production risers. International Journal for Numerical Methods in Engineering, v. 64, p. 1459-1482, 2005.
COELHO, Lucia Carvalho ; SOARES, Antonio Claudio ; ALVES, José Luis Drummond ; EBECKEN, N. F. F. . The Impact of Constitutive Modeling of Porous Rocks on 2-D Wellbore Stability Analysis. Journal of Petroleum Science & Engineering, v. 46, p. 81-100, 2005.
CARVALHO, Deborah Ribeiro ; FREITAS, Alex A ; EBECKEN, N. F. F. . Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest. Lecture Notes in Computer Science, Berlin Heidelberg, v. 3721, p. 453-461, 2005.
LIMA, Beatriz de Souza Leite Pires de ; JACOB, Breno Pinheiro ; EBECKEN, N. F. F. . A Hybrid Fuzzy/Genetic Algorithm for the Design of Offshore Oil Production Risers. International Journal for Numerical Methods in Engineering, John Wiley, v. 64, p. 1459-1482, 2005.
EBECKEN, N. F. F. ; HRUSCHKA, Eduardo Raul ; HRUSCHKA JUNIOR, Estevam Rafael . Missing Values Imputation for a Clustering Genetic Algorithm. Lecture Notes in Computer Science, v. 1, p. 245-254, 2005.

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