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2020 – today
- 2024
[j12]Rodrigo Exterkoetter
, Leandro Passos de Figueiredo, Fernando Luis Bordignon, Alexandre Anozé Emerick, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Ensemble Smoother with Fully Convolutional VAE for seismic facies inversion. Comput. Geosci. 189: 105619 (2024)- [c38]Yineth Viviana Camacho-De Angulo, Nicolas Cechinel Rosa, Yady Tatiana Solano Correa, Mauro Roisenberg:
Fire Scars Mapping Over Brazilian Amazon Forest by Exploiting Sentinel-2 Data and Deep Learning. IGARSS 2024: 2773-2776 - [c37]Yineth Viviana Camacho-De Angulo, Darwin Alexis Arrechea-Castillo, Yessica Carolina Cantero-Mosquera, Yady Tatiana Solano Correa, Mauro Roisenberg:
Detection of Different Crop Growth Stages by Applying Deep Learning Over Sentinel-2 Images of Bahía, Brazil. IGARSS 2024: 3617-3620 - 2023
- [c36]Rodrigo Exterkoetter, Gustavo Rachid Dutra, Leandro Passos de Figueiredo, Fernando Luis Bordignon, Alexandre Anozé Emerick, Gilson Moura Silva Neto, Mauro Roisenberg:
Deep Feature Extraction for Data Assimilation with Ensemble Smoother. IJCNN 2023: 1-8 - 2022
- [j11]Daniel Theisges dos Santos, Mauro Roisenberg, Marivaldo dos Santos Nascimento:
Deep Recurrent Neural Networks Approach to Sedimentary Facies Classification Using Well Logs. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [c35]Daniel Theisges dos Santos, Mauro Roisenberg, Marivaldo dos Santos Nascimento:
Identification of Sedimentary Strata by Segmentation Neural Networks of Oblique Photogrammetry of UAVs. IDEAL 2022: 31-41 - 2021
- [j10]Leandro Passos de Figueiredo, Tcharlies Schmitz, Rafael Lunelli, Mauro Roisenberg, Daniel Santana de Freitas, Dario Grana:
Direct Multivariate Simulation - A stepwise conditional transformation for multivariate geostatistical simulation. Comput. Geosci. 147: 104659 (2021) - [c34]Elton Alves Trindade, Mauro Roisenberg:
Multi-view 3D seismic facies classifier. SAC 2021: 1003-1011 - 2020
- [c33]Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. IJCNN 2020: 1-8
2010 – 2019
- 2019
- [j9]Isaac Sacramento, Elton Trindade, Mauro Roisenberg, Fernando Bordignon, Bruno Barbosa Rodrigues:
Acoustic Impedance Deblurring With a Deep Convolution Neural Network. IEEE Geosci. Remote. Sens. Lett. 16(2): 315-319 (2019) - [c32]Caique Reinhold, Mauro Roisenberg:
Filter Pruning for Efficient Transfer Learning in Deep Convolutional Neural Networks. ICAISC (1) 2019: 191-202 - 2018
- [c31]Rodrigo Exterkoetter, Fernando Bordignon, Leandro Passos de Figueiredo, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Petroleum Reservoir Connectivity Patterns Reconstruction Using Deep Convolutional Generative Adversarial Networks. BRACIS 2018: 97-102 - [c30]Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho:
Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN). IJCNN 2018: 1-8 - [c29]Isaac Sacramento, Mauro Roisenberg, Rodrigo Exterkoetter, Leandro Passos de Figueiredo, Bruno Barbosa Rodrigues:
Combined Convolutional Neural Network for High Frequency Restoration in Acoustic Impedance Images. IJCNN 2018: 1-8 - 2017
- [j8]Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho:
INFGMN - Incremental Neuro-Fuzzy Gaussian mixture network. Expert Syst. Appl. 89: 160-178 (2017) - [j7]Leandro Passos de Figueiredo, Dario Grana, Marcio Santos, Wagner Figueiredo, Mauro Roisenberg, Guenther Schwedersky Neto:
Bayesian seismic inversion based on rock-physics prior modeling for the joint estimation of acoustic impedance, porosity and lithofacies. J. Comput. Phys. 336: 128-142 (2017) - [j6]Fernando Luis Bordignon, Leandro Passos de Figueiredo, Leonardo Azevedo, Amílcar Soares, Mauro Roisenberg, Guenther Schwedersky Neto:
Hybrid Global Stochastic and Bayesian Linearized Acoustic Seismic Inversion Methodology. IEEE Trans. Geosci. Remote. Sens. 55(8): 4457-4464 (2017) - 2016
- [j5]Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg:
Optimization of neural networks through grammatical evolution and a genetic algorithm. Expert Syst. Appl. 56: 368-384 (2016) - [c28]Fernando Bordignon, Leandro Passos de Figueiredo, Mauro Roisenberg, Bruno Barbosa Rodrigues:
Fast spatially coupled Bayesian linearized acoustic seismic inversion in Time Domain. GEOINFO 2016: 22-31 - [c27]Daniel Priori, Giseli de Sousa, Mauro Roisenberg, Christopher Stopford, Evelyn Hesse, Emmanuel Salawu, Neil Davey, Yi Sun:
Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns. ICANN (2) 2016: 372-379 - [c26]Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg:
A hybrid neuro-evolutive algorithm for neural network optimization. IJCNN 2016: 1096-1103 - [c25]Sérgio Aurélio Ferreira Soares, Guenther Schwedersky Neto, Mauro Roisenberg:
Improving the Incremental Gaussian Mixture Neural Network model for spatial interpolation and geostatistical simulation. IJCNN 2016: 2507-2514 - 2015
- [c24]Gabriel Moura, Mauro Roisenberg:
Probabilistic Fuzzy Naive Bayes. BRACIS 2015: 246-251 - [c23]Gabriel Moura, Mauro Roisenberg:
Probabilistic Fuzzy Bayesian Network. FSKD 2015: 476-482 - [c22]Altieres Del Sent, Mauro Roisenberg:
Fuzzy Social Force Model. FUZZ-IEEE 2015: 1-8 - [c21]Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg:
Evolving Artificial Neural Networks through L-system and evolutionary computation. IJCNN 2015: 1-9 - [c20]Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello, Mauro Roisenberg:
Smart Crawler: Using Committee Machines for\\Web Pages Continuous Classification. WebMedia 2015: 125-132 - [c19]Altieres Del Sent, Mauro Roisenberg, Paulo José de Freitas Filho:
Simulation of crowd behavior using fuzzy social force model. WSC 2015: 3901-3912 - 2014
- [j4]Leandro Passos de Figueiredo, Marcio Santos, Mauro Roisenberg, Guenther Schwedersky Neto, Wagner Figueiredo:
Bayesian Framework to Wavelet Estimation and Linearized Acoustic Inversion. IEEE Geosci. Remote. Sens. Lett. 11(12): 2130-2134 (2014) - [c18]Marcio Weck Pereira, Guenther Schwedersky Neto, Mauro Roisenberg:
A topological niching covariance matrix adaptation for multimodal optimization. IEEE Congress on Evolutionary Computation 2014: 2562-2569 - [c17]Diego G. Rodrigues, Gabriel Moura, Carlos Magno Couto Jacinto, Paulo José de Freitas Filho, Mauro Roisenberg:
Generating interpretable Mamdani-type fuzzy rules using a neuro-fuzzy system based on radial basis functions. FUZZ-IEEE 2014: 1352-1359 - 2013
- [j3]Cassio Rodrigo Conti, Mauro Roisenberg, Guenther Schwedersky Neto, Milton José Porsani:
Fast Seismic Inversion Methods Using Ant Colony Optimization Algorithm. IEEE Geosci. Remote. Sens. Lett. 10(5): 1119-1123 (2013) - [j2]Abner Cardoso Rodrigues Neto, Cícero Augusto Magalhães das Neves, Mauro Roisenberg:
Comparative study on local and global strategies for confidence estimation in neural networks and extensions to improve their predictive power. Neural Comput. Appl. 22(7-8): 1519-1530 (2013) - [c16]Vinicius Sousa Fazio, Mauro Roisenberg:
Spatial interpolation: an analytical comparison between kriging and RBF networks. SAC 2013: 2-7 - 2012
- [c15]Cassio Rodrigo Conti, Mauro Roisenberg, Guenther Schwedersky Neto:
ACOℝ-V - An algorithm that incorporates the visibility heuristic to the ACO in continuous domain. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c14]Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg:
Network Intrusion Detection System Using Data Mining. EANN 2012: 104-113 - 2011
- [c13]Lídio Mauro Lima de Campos, Mauro Roisenberg, Roberto Célio Limão de Oliveira:
Automatic design of Neural Networks with L-Systems and genetic algorithms - A biologically inspired methodology. IJCNN 2011: 1199-1206 - 2010
- [c12]Abner Rodrigues Neto, Mauro Roisenberg, Guenther Schwedersky Neto:
Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data. ICANN (3) 2010: 423-428
2000 – 2009
- 2009
- [j1]Mauro Roisenberg, Cíntia Schoeninger, Reneu Rodrigues da Silva:
A hybrid fuzzy-probabilistic system for risk analysis in petroleum exploration prospects. Expert Syst. Appl. 36(3): 6282-6294 (2009) - [c11]Cicero A. M. da Silva Neves, Mauro Roisenberg, Guenther Schwedersky Neto:
A method to estimate prediction intervals for artificial neural networks that is sensitive to the noise distribution in the outputs. IJCNN 2009: 2238-2242 - 2008
- [c10]Anderson Luiz, Fernandes Perez, Guilherme Bittencourt, Mauro Roisenberg:
Embodied Evolution with a New Genetic Programming Variation Algorithm. ICAS 2008: 118-123 - [c9]Cladio J. Biazus, Mauro Roisenberg:
The development of a hybrid, distributed architecture for multiagent systems and its application in robot soccer. IJCNN 2008: 125-130 - [c8]Anderson Luiz, Fernandes Perez, Guilherme Bittencourt, Mauro Roisenberg:
A new approach to control a population of mobile robots using genetic programming. SAC 2008: 1602-1606 - 2006
- [c7]Sergio Roberto de Lima e Silva Filho, Mauro Roisenberg:
Continuous Authentication by Keystroke Dynamics Using Committee Machines. ISI 2006: 686-687 - 2005
- [c6]Dennis Kerr Coelho, Mauro Roisenberg, Paulo José de Freitas Filho, Carlos Magno Couto Jacinto:
Risk assessment of drilling and completion operations in petroleum wells using a Monte Carlo and a neural network approach. WSC 2005: 1892-1897 - 2004
- [c5]Flávio de Almeida e Silva, Guilherme Bittencourt, Mauro Roisenberg, Jorge Muniz Barreto, Renato C. Vieira, Dennis Kerr Coelho:
Behavior implementation in autonomous agents using modular and hierarchical neural networks. RAM 2004: 927-932 - [c4]Renato Vieira, Mauro Roisenberg, Olinto Furtado:
Formal languages aspects as a tool for representation and implementation of behavior-based robotics. RAM 2004: 959-963 - 2003
- [c3]Analuchia S. M. de Franceschi, R. A. de Moraes, Jorge Muniz Barreto, Mauro Roisenberg:
Employing Recurrent Artificial Neural Networks for Developing Baselines for Proactive Network Management. Neural Networks and Computational Intelligence 2003: 19-24 - 2000
- [c2]Analuchia S. M. de Franceschi, Jorge Muniz Barreto, Mauro Roisenberg:
Constructing Software Autonomous Agents to Computer Network Management. SBRN 2000: 283
1990 – 1999
- 1998
- [b1]Mauro Roisenberg:
Emergência da inteligência em agentes autônomos através de modelos inspirados na natureza. Federal University of Santa Catarina, Florianópolis, Brazil, 1998 - 1996
- [c1]Mauro Roisenberg, Jorge Muniz Barreto, Fernando Mendes de Azevedo:
Biological Inspirations in Neural Network Implementations of Autonomous Agents. SBIA 1996: 211-220
Coauthor Index
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