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Publicações
2021
ALMEIDA, VINÍCIUS ALBUQUERQUE DE ; FRANÇA, GUTEMBERG BORGES ; VELHO, HAROLDO FRAGA DE CAMPOS ; EBECKEN, NELSON FRANCISCO FAVILLA . Data Assimilation Using WRFDA Over the Terminal Area of Rio de Janeiro. REVISTA BRASILEIRA DE METEOROLOGIA, v. 35, p. 1-10, 2021.
BATISTA, H. M. C. ; PAIM, A. B. ; SIQUEIRA, B. S. ; EBECKEN, N. F. F. ; DIAS, A. C. . FACTORS THAT CAN TRIGGER DEPRESSION an application of machine learning to national health survey data in brazil. P2P & INOVAÇÃO, v. 7, p. 164-185, 2021.
DOMINGUES JUNIOR, MANOEL ; EBECKEN, NELSON F.F. . A new WAF architecture with machine learning for resource-efficient use. COMPUTERS & SECURITY, v. 106, p. 102290-12, 2021.
DE OLIVEIRA, MARILIA MITIDIERI FERNANDES ; de Oliveira, Jorge Luiz Fernandes ; FERNANDES, PEDRO JOSÉ FARIAS ; Gilleland, Eric ; EBECKEN, NELSON FRANCISCO FAVILLA . Extreme climatic characteristics near the coastline of the southeast region of Brazil in the last 40 years. THEORETICAL AND APPLIED CLIMATOLOGY JCR , v. 1, p. 1-18, 2021.
Gustavo de Araújo Carvalho ; MINNETT, P. J. ; Ebecken, Nelson. F. F. ; LANDAU, L. . Oil Spills or Look-Alikes? Classification Rank of Surface Ocean Slick Signatures in Satellite Data. Remote Sensing, v. 13, p. 3466-30, 2021.
GOMES, DIOGO DA SILVA MAGALHÃES ; CORDEIRO, FÁBIO CORRÊA ; CONSOLI, BERNARDO SCAPINI ; SANTOS, NIKOLAS LACERDA ; MOREIRA, VIVIANE PEREIRA ; VIEIRA, RENATA ; MORAES, SILVIA ; EVSUKOFF, ALEXANDRE GONÇALVES . Portuguese word embeddings for the oil and gas industry: Development and evaluation. COMPUTERS IN INDUSTRY, v. 124, p. 103347, 2021.
DOS ANJOS, CARLOS E. M. ; AVILA, MANUEL R. V. ; VASCONCELOS, ADNA G. P. ; PEREIRA NETA, AUREA M. ; MEDEIROS, LIZIANNE C. ; Evsukoff, Alexandre G. ; SURMAS, RODRIGO ; Landau, Luiz . Deep learning for lithological classification of carbonate rock micro-CT images. COMPUTATIONAL GEOSCIENCES, v. 1, p. 1, 2021.
AVILA, MANUEL RAMÓN VARGAS ; OSORIO, LUANA NOBRE ; DE CASTRO VARGAS FERNANDES, JÚLIO ; BULCÃO, ANDRÉ ; PEREIRA-DIAS, BRUNO ; DE SOUZA SILVA, BRUNO ; BARROS, PABLO MACHADO ; Landau, Luiz ; Evsukoff, Alexandre G. . Migration Deconvolution via Deep Learning. PURE AND APPLIED GEOPHYSICS, v. 1, p. 1, 2021.
2020
COSTA, ALVARO M. ; COSTA, PEDRO V. M ; MIRANDA, ANTONIO C. O. ; Ebecken, Nelson F. F. ; NISHIMOTO, KAZUO ; MENEGHINI, JULIO R. ; DE ESTON, SÉRGIO M. ; DE TOMI, GIORGIO ; RUGGERI, FELIPE ; BRANDÃO, CAMILA ; BREDA, ALEXANDRE . Salt Rock: a Strategic Geomaterial in Brazil. Polytechnica, v. 1, p. 1-12, 2020.
COSTA, PEDRO VASSALO MAIA DA ; DA COSTA, ALVARO MAIA ; MENEGHINI, JULIO R. ; NISHIMOTO, KAZUO ; SAMPAIO, CLAUDIO M. ; ASSI, GUSTAVO ; MALTA, EDGARD ; GOULART, MARIANA B.R. ; BERGSTEN, ANDRE ; UDEBHULU, OKHIRIA D. ; AZEVEDO, RICARDO CABRAL ; DE ESTON, SÉRGIO M. ; DE TOMI, GIORGIO ; EBECKEN, NELSON F.F. ; ROSA, Luiz Pinguelli ; MIRANDA, ANTONIO C.O. ; BRANDÃO, CAMILA ; BREDA, ALEXANDRE . Parametric study and geomechanical design of Ultra-deep-water Offshore Salt Caverns for Carbon Capture and Storage in Brazil. INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES , v. 131, p. 104354, 2020.
CARVALHO, GUSTAVO DE ARAÚJO ; MINNETT, PETER J. ; Ebecken, Nelson F. F. ; LANDAU, Luiz . Classification of Oil Slicks and Look-Alike Slicks: A Linear Discriminant Analysis of Microwave, Infrared, and Optical Satellite Measurements. Remote Sensing , v. 12, p. 2078, 2020.
EBECKEN, NELSON F.F.. Challenges of Computational Data Modelling in Petroleum Engineering. International Journal of Latest Engineering and Management Research, v. 05, p. 35-39, 2020.
GOULART, MARIANA BARBERO RIBEIRO ; COSTA, PEDRO VASSALO MAIA DA ; COSTA, Alvaro Maia da ; MIRANDA, ANTONIO C.O. ; MENDES, ANDRE BERGSTEN ; EBECKEN, NELSON F.F. ; MENEGHINI, JULIO R. ; NISHIMOTO, KAZUO ; ASSI, GUSTAVO R.S. . Technology readiness assessment of ultra-deep Salt caverns for carbon capture and storage in Brazil. International Journal of Greenhouse Gas Control , v. 99, p. 103083, 2020.
SILVA, CORBINIANO ; HEILBRON FILHO, PAULO FERNANDO LAVALLE ; PÉREZ GUERRERO, JESÚS SALVADOR ; XAVIER, ANA MARIA ; PEREIRA, Gilberto Carvalho ; LACERDA, GLEIDE BORGES MORAES ; PIMENTEL, LUIZ CLAUDIO GOMES ; LANDAU, Luiz ; EBECKEN, NELSON FRANCISCO FAVILLA . A computational model for estimation of 226Ra and 228Ra concentrations in sludge from petrol exploitation, based on radiation-level measurements on stored packages. Environmental Earth Sciences , v. 79, p. 489, 2020.
Eduardo Paiva ; EBECKEN, N. F. F. . Convolutional Neural Networks and Long Short-Term |Memory Networks for Textual Classification of Information Access Requests. IEEE Latin America Transactions , v. 100, p. 1-8, 2020.
DIAS, A. ; SCAVARDA, A. ; REIS, A. ; SILVEIRA, H. ; EBECKEN, N. F. F. . Managerial Strategies for Long-Term Care Organization Professionals: COVID-19 Pandemic Impacts. Sustainability, v. 12, p. 1-19, 2020.
Oliveira, Marilia Mitidieri F. ; Jorge Luiz Fernandes de Oliveira ; FERNANDES, P. J. F. ; EBECKEN, N. F. F. . Análise de tendências anuais e sazonais de extremos da Temperatura da Superfície do Mar próximo à costa da América do Sul no período de 1979 a 2018. REVISTA BRASILEIRA DE GEOGRAFIA FÍSICA, v. 13, p. 2531-2551, 2020.
LENORMAND, M. ; SAMANIEGO, H. ; CHAVES, J. C. ; VIEIRA, V. F. ; SILVA, M. A. H. B. ; EVSUKOFF, A. G. . Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area. Entropy, v. 22, p. 368, 2020.
F. Vieira ; Xavier, C.R. ; A. G. Evsukoff . A comparative study of methods for overlapping community detection from the perspective of the structural properties. Applied Network Science, v. 5, p. 51, 2020.
BONNET, S. M. ; EVSUKOFF, A. G. ; RODRIGUEZ, C. A. M. . Precipitation Nowcasting with Weather Radar Images and Deep Learning in São Paulo, Brasil. Atmosphere, v. 11, p. 1157, 2020.
BARBOZA, M. H. C. ; ALENCAR, R. S. ; CHAVES, J. C. ; SILVA, M. A. H. B. ; ORRICO FILHO, R. ; EVSUKOFF, A. G. . Identifying Human Mobility Patterns in the Rio de Janeiro Metropolitan Area using Call Detail Records. TRANSPORTATION RESEARCH RECORD, p. 036119812097765, 2020.
2019
VIEIRA, VINÍCIUS DA FONSECA ; EVSUKOFF, ALEXANDRE GONÇALVES ; XAVIER, CAROLINA RIBEIRO . Studying the effect of community structure for seed selection in an influence model. INTERNATIONAL JOURNAL OF INFORMATION AND DECISION SCIENCES, v. 11, p. 300-319, 2019.
MAIA DA COSTA, ALVARO ; V.M. COSTA, PEDRO ; C.O. MIRANDA, ANTONIO ; B.R. GOULART, MARIANA ; D. UDEBHULU, OKHIRIA ; F.F. EBECKEN, NELSON ; C. AZEVEDO, RICARDO ; M. DE ESTON, SÉRGIO ; DE TOMI, GIORGIO ; B. MENDES, ANDRÉ ; R. MENEGHINI, JULIO ; NISHIMOTO, KAZUO ; MUELLER SAMPAIO, CLAUDIO ; BRANDÃO, CAMILA ; BREDA, ALEXANDRE . Experimental salt cavern in offshore ultra-deep water and well design evaluation for CO2 abatement. INTERNATIONAL JOURNAL OF MINING SCIENCE AND TECHNOLOGY , v. 31, p. 1-16, 2019.
Pereira, G.C. ; ANDRADE, L.P. ; ESPÍNDOLA, R.P. ; Ebecken, N.F.F. . Ecological networks simulation by fuzzy ecotoxicological rules. ECOLOGICAL MODELLING, v. 409, p. 108733, 2019.
DE OLIVEIRA, MARILIA MITIDIERI FERNANDES ; EBECKEN, NELSON FRANCISCO FAVILLA ; de Oliveira, Jorge Luiz Fernandes ; DE CASTRO JR, JOSÉ MARIA . Tropospheric NO2 Monitoring Using the Multi-Axis Differential Optical Absorption Spectroscopy in Urban Area. ENVIRONMENT AND NATURAL RESOURCES RESEARCH, v. 9, p. 9-22, 2019.
2018
Pereira, G. C. ; FIGUEIREDO, 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. 78, p. 240-247, 2018.
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
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
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
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.
2013
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.
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.
2008
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.
2007
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.
2006
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.
2005
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.