Mauro Roisenberg

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 20

Top Venues

IJCNN

IEEE Geosci. Remote. Sens. Lett.

Expert Syst. Appl.

BRACIS

Federal University of Santa Catarina, Florianópolis, Brazil (PHD)

Education History

Federal University of Santa Catarina, Florianópolis, Brazil

PHD

Publications

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 (2024)
Rodrigo Exterkoetter, Gustavo Rachid Dutra, Leandro Passos de Figueiredo, Fernando Luis Bordignon, Alexandre A. Emerick, Gilson Moura Silva Neto, Mauro Roisenberg
Deep Feature Extraction for Data Assimilation with Ensemble Smoother. IJCNN (2023)
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 (2022)
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)
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 (2021)
Elton Alves Trindade, Mauro Roisenberg
Multi-view 3D seismic facies classifier. SAC (2021)
Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno B. Rodrigues
Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. IJCNN (2020)
Caique Reinhold, Mauro Roisenberg
Filter Pruning for Efficient Transfer Learning in Deep Convolutional Neural Networks. ICAISC (1) (2019)
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) (2019)
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)
Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho
Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN). IJCNN (2018)
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)
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) (2017)
Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho
INFGMN - Incremental Neuro-Fuzzy Gaussian mixture network. Expert Syst. Appl. 89 (2017)
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 (2017)
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)
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 (2016)
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)
Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
A hybrid neuro-evolutive algorithm for neural network optimization. IJCNN (2016)
Fernando Bordignon, Leandro Passos de Figueiredo, Mauro Roisenberg, Bruno Barbosa Rodrigues
Fast spatially coupled Bayesian linearized acoustic seismic inversion in Time Domain. GeoInfo (2016)
Altieres Del Sent, Mauro Roisenberg
Fuzzy Social Force Model. FUZZ-IEEE (2015)
Gabriel Moura, Mauro Roisenberg
Probabilistic Fuzzy Bayesian Network. FSKD (2015)
Gabriel Moura, Mauro Roisenberg
Probabilistic Fuzzy Naive Bayes. BRACIS (2015)
Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello, Mauro Roisenberg
Smart Crawler: Using Committee Machines for\\Web Pages Continuous Classification. WebMedia (2015)
Altieres Del Sent, Mauro Roisenberg, Paulo José de Freitas Filho
Simulation of crowd behavior using fuzzy social force model. WSC (2015)
Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
Evolving Artificial Neural Networks through L-system and evolutionary computation. IJCNN (2015)
Marcio Weck Pereira, Guenther Schwedersky Neto, Mauro Roisenberg
A topological niching covariance matrix adaptation for multimodal optimization. IEEE Congress on Evolutionary Computation (2014)
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)
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) (2014)
Vinicius Sousa Fazio, Mauro Roisenberg
Spatial interpolation: an analytical comparison between kriging and RBF networks. SAC (2013)
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) (2013)
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) (2013)
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)
Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
Network Intrusion Detection System Using Data Mining. EANN (2012)
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)
Abner Rodrigues Neto, Mauro Roisenberg, Guenther Schwedersky Neto
Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data. ICANN (3) (2010)
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)
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) (2009)
Anderson Luiz, Fernandes Perez, Guilherme Bittencourt, Mauro Roisenberg
Embodied Evolution with a New Genetic Programming Variation Algorithm. ICAS (2008)
Cladio J. Biazus, Mauro Roisenberg
The development of a hybrid, distributed architecture for multiagent systems and its application in robot soccer. IJCNN (2008)
Anderson Luiz, Fernandes Perez, Guilherme Bittencourt, Mauro Roisenberg
A new approach to control a population of mobile robots using genetic programming. SAC (2008)
Sergio Roberto de Lima e Silva Filho, Mauro Roisenberg
Continuous Authentication by Keystroke Dynamics Using Committee Machines. ISI (2006)
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)
Renato Vieira, Mauro Roisenberg, Olinto Furtado
Formal languages aspects as a tool for representation and implementation of behavior-based robotics. RAM (2004)
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)
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)
Analuchia S. M. de Franceschi, Jorge Muniz Barreto, Mauro Roisenberg
Constructing Software Autonomous Agents to Computer Network Management. SBRN (2000)
Mauro Roisenberg, Jorge Muniz Barreto, Fernando Mendes de Azevedo
Biological Inspirations in Neural Network Implementations of Autonomous Agents. SBIA (1996)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mauro Roisenberg