Publicações |
2017 AIRES, M; OLIVEIRA, J.L.F.; CASTRO JUNIOR, J.M.; OLIVIERA, M.M.F.; EBECKEN, N.F.F. Simulação numérica do escorregamento do Morro do Bumba, Niterói, 2010. Engevista (UFF), v.19, p.37-54, 2017
GENOVEZ, PATRÍCIA; EBECKEN, NELSON; FREITAS, CORINA; BENTZ, CRISTINA; FREITAS, RAMON. Intelligente Hybrid system for dark spot detection using SAR data. EXPERT SYSTEMS WITH APPLICATIONS, v. 81, p. 384-397, 2017
FERNANDES, JEFERSON LOBATO; EBECKEN, NELSON FRANCISCO FAVILLA; ESQUERDO, JULIODALLA MORA. Sugarcane yield prediction in Brazil using NDVI time series and neural networks ensemble. INTERNATIONAL JOURNALOF REMOTE SENSING, v. 38, p. 4631-4644, 2017
MOREIRA, R.S.; NELSON F.F. EBECKEN. GWVT: A GPU Maritime Vessel Tracker Based on The WiSARD Weightless Neural Network. NAVAL ENGINEERS JOURNAL, v. 129, p. 109-116, 2017
Pereira, G.C.; A. R.; EBECKEN, N.F.F. Using in situ flow cytometry images of ciliates and dinoflagellates for aquatic system monitoring BRAZILIAN JOURNAL OF BIOLOGY, v. 77, p. 1-8, 2017
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.
2016 AIRES, M; OLIVEIRA, J.L.F.; CASTRO JUNIOR, J.M.; OLIVIERA, M.M.F.; EBECKEN, N.F.F. Simulação numérica do escorregamento do Morro do Bumba, Niterói, 2010. Engevista (UFF), v.19, p.37-54, 2017
GENOVEZ, PATRÍCIA; EBECKEN, NELSON; FREITAS, CORINA; BENTZ, CRISTINA; FREITAS, RAMON. Intelligente Hybrid system for dark spot detection using SAR data. EXPERT SYSTEMS WITH APPLICATIONS, v. 81, p. 384-397, 2017
FERNANDES, JEFERSON LOBATO; EBECKEN, NELSON FRANCISCO FAVILLA; ESQUERDO, JULIODALLA MORA. Sugarcane yield prediction in Brazil using NDVI time series and neural networks ensemble. INTERNATIONAL JOURNALOF REMOTE SENSING, v. 38, p. 4631-4644, 2017
MOREIRA, R.S.; NELSON F.F. EBECKEN. GWVT: A GPU Maritime Vessel Tracker Based on The WiSARD Weightless Neural Network. NAVAL ENGINEERS JOURNAL, v. 129, p. 109-116, 2017
Pereira, G.C.; A. R.; EBECKEN, N.F.F. Using in situ flow cytometry images of ciliates and dinoflagellates for aquatic system monitoring BRAZILIAN JOURNAL OF BIOLOGY, v. 77, p. 1-8, 2017
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
PEREIRA, G.C.; OLIVIERA, M.M.F.; ANDRADE, L.P.; ESPÍNDOLA, R; VAN HECKE, K.G.; EBECKEN, N.F.F. SiMoCo: the viability of a prototype platform for a costal monitoring system: JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, v. 21, p. 1-12. 2016
OLIVEIRA, MARILIA MITIDIERI FERNANDES DE; EBECKEN, NELSON FRANCISCO FAVILLA; OLIVIERA, JORGE LUIZ FERNANDES DE; AIRES, MARINA, Numerical Modeling of Air Pollutants Emitted by Waterway Transportation. Journal of Geoscience and Envieronment Protection, v. 04, p.123-136, 2016
DE ANDRADE, LUCIO PEREIRA; ESPÍNDOLA, Rogério Pinto; PEREIRA, Gilberto Carvalho, EBECKEN, NELSON FRANCISCO FAVILLA. Fuzzy modeling of plankton networks. Ecological Modelling, v. 337, p. 149-155, 2016
BRIONES-ESTÉBANEZ, KATIUSCA M.; EBECKEN, Nelson F.F. Occurrence of emergencies and disaster analysis according to precipitation amount. Natural Hazards (Dordrecht) v.1, p.1-3, 2016
OLIVEIRA, MARILIA FERNANDES DE; EBECKEN, NELSON FRANCISCO FAVILLA; OLIVIERA, JORGE LUIZ FERNANDES DE; AIRES, MARINHA; DE CASTRO JR, JOSE MARIA. Trajectory Modelling of Atmospheric Pollutants Associated with Aircraft Emissions for Air Quality Assessment. Environment and Natural Resources Research, v. 104-115, 2016
PEREIRA ANDRADE, LUCIO; PINTO ESPÍNDOLA, ROGERIO; CARVALHO PEREIRA, GILBERTO; FAVILLA EBECKEN, NELSON FRANCISCO. Exploring complex network in the plankton. Revista IEEE América Latina, v. 14,0P. 3838-3846, 2016
PEREIRA, G.C.; OLIVIERA, M.M.F.; ANDRADE, L.P.; ESPÍNDOLA, R; VAN HECKE, K.G.; EBECKEN, N.F.F. SiMoCo: the viability of a prototype platform for a costal monitoring system: JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, v. 21, p. 1-12. 2016
OLIVEIRA, MARILIA MITIDIERI FERNANDES DE; EBECKEN, NELSON FRANCISCO FAVILLA; OLIVIERA, JORGE LUIZ FERNANDES DE; AIRES, MARINA, Numerical Modeling of Air Pollutants Emitted by Waterway Transportation. Journal of Geoscience and Envieronment Protection, v. 04, p.123-136, 2016
DE ANDRADE, LUCIO PEREIRA; ESPÍNDOLA, Rogério Pinto; PEREIRA, Gilberto Carvalho, EBECKEN, NELSON FRANCISCO FAVILLA. Fuzzy modeling of plankton networks. Ecological Modelling, v. 337, p. 149-155, 2016
BRIONES-ESTÉBANEZ, KATIUSCA M.; EBECKEN, Nelson F.F. Occurrence of emergencies and disaster analysis according to precipitation amount. Natural Hazards (Dordrecht) v.1, p.1-3, 2016
OLIVEIRA, MARILIA FERNANDES DE; EBECKEN, NELSON FRANCISCO FAVILLA; OLIVIERA, JORGE LUIZ FERNANDES DE; AIRES, MARINHA; DE CASTRO JR, JOSE MARIA. Trajectory Modelling of Atmospheric Pollutants Associated with Aircraft Emissions for Air Quality Assessment. Environment and Natural Resources Research, v. 104-115, 2016
PEREIRA ANDRADE, LUCIO; PINTO ESPÍNDOLA, ROGERIO; CARVALHO PEREIRA, GILBERTO; FAVILLA EBECKEN, NELSON FRANCISCO. Exploring complex network in the plankton. Revista IEEE América Latina, v. 14,0P. 3838-3846, 2016
2015 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.
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. 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.
2012 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.
2011 A. G. Evsukoff ; B. S. L. P. de Lima ; N. F. F. Ebecken. Long-Term Runoff Modeling Using Rainfall Forecasts with Application to the Iguaçu River Basin. Water Resources Management, v. 25, p. 963-985, 2011 A. G. Evsukoff ; A. C. S. Branco ; S. Galichet. Intelligent Data Analysis and Model Interpretation with Spectral Analysis Fuzzy Symbolic Modeling. International Journal of Approximate Reasoning, v. 52, p. 728-750, 2011 G. C. Pereira, N. F. F. Ebecken, Combining in situ flow cytometry and artificial neural networks for aquatic systems monitoring. Expert Systems with Applications, v. 38, p. 9626-9632, 2011 N. F. F. Ebecken. A Process for Innovation in a Collaborative Network. Journal of Information & Knowledge Management, v. 10, p. 1-10, 2011 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. M. M. F. Oliveira N. F. F. Ebecken, J. L. F. Oliveira, E. Gilleland. Generalized extreme wind speed distributions in South America over the Atlantic Ocean region. Theoretical and Applied Climatology, v. 104, p. 377-385, 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. M. Barros ; L. Bevilacqua. Dynamical Characterization of Mixed Fractal Structures. Journal of Mechanics of Materials and Structures., v. 6, p. 51-69, 2011 L. Bevilacqua, A. C. N. Galeão, F. P. Costa. On the Significance of Higher Order Differential Terms in Diffusion Processes. Journal of the Brazilian Society of Mechanical Sciences and Engineering, v. 34, p. 166-175, 2011 C. M. Dias ; D. Pastore ; L. Borna ; L. Bevilacqua. Modelling and numerical simulation of the velocity field in the Parque Estadual do Cantão (TO), Brazil. Mathematical and Computer Modelling, v. 53, p. 1575-1581, 2011
2010 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. E. S. Souza, L. Bevilacqua, H. L. Queiroz. Modelagem da Dinâmica Populacional de Arapaima Gigas. Acta Amazonica (Impresso), v. 40, p. 33-346, 2010
2009 A. G. Evsukoff; S. Galichet ; B. S. L. P. de Lima ; N. F. F. Ebecken. Design of interpretable fuzzy rule-based classifiers using spectral analysis with structure and parameters optimization. Fuzzy Sets and Systems, v. 160, p. 857-881, 2009 Alves, M. C. M. ; Lima, B. S. L. P. ; Evsukoff, A. G. ; Vieira, I. N. ; A. G. Evsukoff. Developing a fuzzy decision support system to determine the location of a landfill site. Waste Management & Research (ISWA), v. 27, p. 641-651, 2009 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. M. M. F. Oliveira N. F. F. Ebecken, J. L. F. Oliveira, I. A. Santos. Neural Network Model to Predict a Storm Surge. Journal of Applied Meteorology and Climatology, v. 48, p. 143, 2009 E. R. Hruschka; A. Garcia, Antonio ; E. R. Hruschka Júnior; N. F. F. Ebecken. On the influence of imputation in classification: practical issues. Journal of Experimental and Theoretical Artificial Intelligence, v. 21, p. 43-58, 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.
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2010 2011 2012 adriano águas além algoritmos ambiente aplicada application applied approximate aragão associação atlantic base bevilacqua citometria classifiers climatology combustível computacional computational conteúdo coutinho cristina dados demanda detecção disciplinas doutorado ebeckenalexandre engenharia enxame estatística estratégias expert extração fonseca fuzzy genéticos hruschka; imunológicos incertezas industriais informação integrada inteligência intelligent interesse internet location marcello marta mathematical mechanical mechanics método mineração modelagem modelling module moreira multi nascimento neurais neural nuclear ocean óleo otimização partículas pesquisa petróleo poços produção rainfall reasoning reconhecimento redes regras resources resultado ricardo saúde seleção síntese sistemas sociais south spectral structures tasks técnica temporal textos theoretical upwelling visualização beatriz