Joint Bayesian inversion based on rock-physics prior modeling for the estimation of spatially correlated reservoir properties LP de Figueiredo, D Grana, FL Bordignon, M Santos, M Roisenberg, ... Geophysics 83 (5), M49-M61, 2018 | 81 | 2018 |
Bayesian seismic inversion based on rock-physics prior modeling for the joint estimation of acoustic impedance, porosity and lithofacies LP de Figueiredo, D Grana, M Santos, W Figueiredo, M Roisenberg, ... Journal of Computational Physics 336, 128-142, 2017 | 75 | 2017 |
Gaussian mixture Markov chain Monte Carlo method for linear seismic inversion LP de Figueiredo, D Grana, M Roisenberg, BB Rodrigues Geophysics 84 (3), R463-R476, 2019 | 67 | 2019 |
Multimodal Markov chain Monte Carlo method for nonlinear petrophysical seismic inversion LP de Figueiredo, D Grana, M Roisenberg, BB Rodrigues Geophysics 84 (5), M1-M13, 2019 | 55 | 2019 |
Optimization of neural networks through grammatical evolution and a genetic algorithm LML De Campos, RCL de Oliveira, M Roisenberg Expert Systems with Applications 56, 368-384, 2016 | 51 | 2016 |
A hybrid fuzzy-probabilistic system for risk analysis in petroleum exploration prospects M Roisenberg, C Schoeninger, RR da Silva Expert Systems with Applications 36 (3), 6282-6294, 2009 | 44 | 2009 |
Bayesian framework to wavelet estimation and linearized acoustic inversion LP de Figueiredo, M Santos, M Roisenberg, GS Neto, W Figueiredo IEEE Geoscience and Remote Sensing Letters 11 (12), 2130-2134, 2014 | 39 | 2014 |
Risk assessment of drilling and completion operations in petroleum wells using a Monte Carlo and a neural network approach DK Coelho, M Roisenberg, PJ F Filho, CMC Jacinto Proceedings of the Winter Simulation Conference, 2005., 6 pp., 2005 | 30 | 2005 |
Deep recurrent neural networks approach to sedimentary facies classification using well logs DT dos Santos, M Roisenberg, M dos Santos Nascimento IEEE Geoscience and Remote Sensing Letters 19, 1-5, 2021 | 27 | 2021 |
Network intrusion detection system using data mining LML de Campos, RCL de Oliveira, M Roisenberg Engineering Applications of Neural Networks: 13th International Conference …, 2012 | 22* | 2012 |
Spatial interpolation: an analytical comparison between kriging and RBF networks VS Fazio, M Roisenberg Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2-7, 2013 | 21 | 2013 |
Emergência da inteligência em agentes autônomos através de modelos inspirados na natureza. M Roisenberg Federal University of Santa Catarina, Florianópolis, Brazil, 1998 | 21 | 1998 |
Automatic design of neural networks with l-systems and genetic algorithms-a biologically inspired methodology LML De Campos, M Roisenberg, RCL de Oliveira The 2011 international joint conference on neural networks, 1199-1206, 2011 | 20 | 2011 |
Optimization models and prediction of drilling rate (ROP) for the Brazilian pre-salt layer CC Jacinto, PJ Freitas Filho, SM Nassar, M Rosenberg, DG Rodrigues, ... Chemical Engineering Transactions 33, 823-828, 2013 | 19 | 2013 |
Fast seismic inversion methods using ant colony optimization algorithm CR Conti, M Roisenberg, GS Neto, MJ Porsani IEEE Geoscience and Remote Sensing Letters 10 (5), 1119-1123, 2013 | 18 | 2013 |
Embodied evolution with a new genetic programming variation algorithm ALF Perez, G Bittencourt, M Roisenberg Fourth International Conference on Autonomic and Autonomous Systems (ICAS'08 …, 2008 | 18 | 2008 |
Hybrid global stochastic and Bayesian linearized acoustic seismic inversion methodology FL Bordignon, LP de Figueiredo, L Azevedo, A Soares, M Roisenberg, ... IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4457-4464, 2017 | 17 | 2017 |
Redes Neurais Artificiais: um breve tutorial RC VIEIRA, M ROISENBERG Laboratório de Conexionismo e Ciências Cognitivas, Universidade Federal de …, 2003 | 16 | 2003 |
Hydrogeochemical spatialization and controls of the Serra Geral Aquifer System in southern Brazil: A regional approach by self-organizing maps and k-means clustering MR Santos, A Roisenberg, F Iwashita, M Roisenberg Journal of Hydrology 591, 125602, 2020 | 15 | 2020 |
Simulation of crowd behavior using fuzzy social force model A Del Sent, M Roisenberg, PJ de Freitas Filho 2015 Winter Simulation Conference (WSC), 3901-3912, 2015 | 14 | 2015 |