Mauro Roisenberg

发表

Petroleum Reservoir Connectivity Patterns Reconstruction Using Deep Convolutional Generative Adversarial Networks

Rodrigo Exterkoetter, Fernando Bordignon, Leandro Passos de Figueiredo, 2018, 2018 7th Brazilian Conference on Intelligent Systems (BRACIS).

Optimization of neural networks through grammatical evolution and a genetic algorithm

Mauro Roisenberg, Roberto Célio Limão de Oliveira, Lidio Mauro Lima de Campos, 2016, Expert Syst. Appl..

A Monte Carlo-Based Method for Assessing the Measurement Uncertainty in the Training and Use of Artificial Neural Networks

Mauro Roisenberg, Carlos Alberto Flesch, Rodrigo Coral, 2016 .

Biological Inspirations in Neural Network Implementations of Autonomous Agents

Fernando Mendes de Azevedo, Jorge Muniz Barreto, Mauro Roisenberg, 1996, SBIA.

Filter Pruning for Efficient Transfer Learning in Deep Convolutional Neural Networks

Mauro Roisenberg, Caique Reinhold, 2019, ICAISC.

Employing Recurrent Artificial Neural Networks for Developing Baselines for Proactive Network Management

Jorge Muniz Barreto, Mauro Roisenberg, Analuchia S. M. de Franceschi, 2003, Neural Networks and Computational Intelligence.

Smart Crawler: Using Committee Machines for\\Web Pages Continuous Classification

Ronaldo dos Santos Mello, Mauro Roisenberg, Luiz H. Z. Santana, 2015, WebMedia.

A topological niching covariance matrix adaptation for multimodal optimization

Mauro Roisenberg, Marcio Weck Pereira, Guenther Schwedersky Neto, 2014, 2014 IEEE Congress on Evolutionary Computation (CEC).

Fast Seismic Inversion Methods Using Ant Colony Optimization Algorithm

Mauro Roisenberg, Guenther Schwedersky Neto, Cassio Rodrigo Conti, 2013, IEEE Geoscience and Remote Sensing Letters.

Simulation of crowd behavior using Fuzzy Social Force Model

Mauro Roisenberg, Paulo José de Freitas Filho, Altieres Del Sent, 2015, 2015 Winter Simulation Conference (WSC).

A NEURAL NETWORK ARCHITECTURE FOR PROCESS TIME ESTIMATION - AN APPLICATION IN PETROLEUM WELLS OPERATIONS

Mauro Roisenberg, Carlos Magno Couto Jacinto, Paulo José de Freitas Filho, 2006 .

Generating interpretable Mamdani-type fuzzy rules using a neuro-fuzzy system based on radial basis functions

Mauro Roisenberg, Carlos Magno Couto Jacinto, Paulo José de Freitas Filho, 2014, 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

A NEURAL ARCHITECTURE FOR ONLINE PATH LEARNING IN MAZE NAVIGATION

Mauro Roisenberg, Luciene de Oliveira Marin, Edson Roberto De Pieri, 2006 .

Acoustic Impedance Deblurring With a Deep Convolution Neural Network

Fernando Bordignon, Mauro Roisenberg, Isaac Sacramento, 2019, IEEE Geoscience and Remote Sensing Letters.

Evolving Artificial Neural Networks through L-system and evolutionary computation

Mauro Roisenberg, Roberto Célio Limão de Oliveira, Lidio Mauro Lima de Campos, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Comparative study on local and global strategies for confidence estimation in neural networks and extensions to improve their predictive power

Mauro Roisenberg, Abner Rodrigues Neto, Cícero Augusto Magalhães das Neves, 2012, Neural Computing and Applications.

Continuous Authentication by Keystroke Dynamics Using Committee Machines

Mauro Roisenberg, Sergio Roberto de Lima e Silva Filho, M. Roisenberg, 2006, ISI.

Desenvolvimento de uma arquitetura embarcada reativa para agentes autônomos inteligentes, aplicada ao futebol de robôs - DOI: 10.4025/actascitechnol.v31i2.371

Mauro Roisenberg, Claudio Jose Biazus, 2009 .

A new approach to control a population of mobile robots using genetic programming

Mauro Roisenberg, Guilherme Bittencourt, Anderson Luiz, 2008, SAC '08.

Fast spatially coupled Bayesian linearized acoustic seismic inversion in Time Domain

Fernando Bordignon, Leandro Passos de Figueiredo, Mauro Roisenberg, 2016, GeoInfo.

The development of a hybrid, distributed architecture for multiagent systems and its application in robot soccer

Mauro Roisenberg, Cladio J. Biazus, 2008, 2008 4th International IEEE Conference Intelligent Systems.

Combined Convolutional Neural Network for High Frequency Restoration in Acoustic Impedance Images

Rodrigo Exterkoetter, Leandro Passos de Figueiredo, Mauro Roisenberg, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

A hybrid fuzzy-probabilistic system for risk analysis in petroleum exploration prospects

Mauro Roisenberg, Cíntia Schoeninger, Reneu Rodrigues da Silva, 2009, Expert Syst. Appl..

Behavior implementation in autonomous agents using modular and hierarchical neural networks

Jorge Muniz Barreto, Mauro Roisenberg, Guilherme Bittencourt, 2004, IEEE Conference on Robotics, Automation and Mechatronics, 2004..

Automatic design of Neural Networks with L-Systems and genetic algorithms - A biologically inspired methodology

Mauro Roisenberg, Roberto Célio Limão de Oliveira, Lidio Mauro Lima de Campos, 2011, The 2011 International Joint Conference on Neural Networks.

Um Ambiente Evolucionário para Geração de Redes Neurais em Agentes Autônomos

Mauro Roisenberg, Jorge M. Barreto, Fernando M. de Azevedo, 2016 .

Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data

Mauro Roisenberg, Guenther Schwedersky Neto, Abner Rodrigues Neto, 2010, ICANN.

Formal languages aspects as a tool for representation and implementation of behavior-based robotics

Mauro Roisenberg, Olinto J. V. Furtado, Olinto Furtado, 2004, IEEE Conference on Robotics, Automation and Mechatronics, 2004..

The development of a hybrid, distributed architecture for multiagent systems and its application in robot soccer

Mauro Roisenberg, C. J. Biazus, 2008, IS 2008.

Risk assessment of drilling and completion operations in petroleum wells using a Monte Carlo and a neural network approach

Mauro Roisenberg, Carlos Magno Couto Jacinto, Paulo José de Freitas Filho, 2005, Proceedings of the Winter Simulation Conference, 2005..

Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks

Mauro Roisenberg, Arthur Bridi Guazzelli, Bruno Bastos Rodrigues, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Bayesian seismic inversion based on rock-physics prior modeling for the joint estimation of acoustic impedance, porosity and lithofacies

Leandro Passos de Figueiredo, Mauro Roisenberg, Marcio Santos, 2017, J. Comput. Phys..

Network Intrusion Detection System Using Data Mining

Mauro Roisenberg, Roberto Célio Limão de Oliveira, Lidio Mauro Lima de Campos, 2012, EANN.

INFGMN - Incremental Neuro-Fuzzy Gaussian mixture network

Mauro Roisenberg, Paulo José de Freitas Filho, Tiago Mazzutti, 2017, Expert Syst. Appl..

Spatial interpolation: an analytical comparison between kriging and RBF networks

Mauro Roisenberg, Vinicius Sousa Fazio, M. Roisenberg, 2013, ACM Symposium on Applied Computing.

Emergência da inteligência em agentes autônomos através de modelos inspirados na natureza

Mauro Roisenberg, 1998 .

APLICAÇÃO DE REDES NEURAIS DIRETAS NA PREVISÃO DE PREÇOS DE OVOS

Jorge Muniz Barreto, Mauro Roisenberg, 2000 .

Probabilistic Fuzzy Bayesian Network

Mauro Roisenberg, Gabriel Moura, 2015, 2015 12th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD).

Comparação entre Redes Neurais Artificiais e Rough Sets para Classificação de Dados

Mauro Roisenberg, Renato C. Vieira, Marcelo B. Tenório, 2016 .

Agents using Modular and Hierarchical Neural Networks

Mauro Roisenberg, D. K. Coelho, Renato C. Vieira, 2004 .

INTERPOLAÇÃO ESPACIAL: UMA COMPARAÇÃO ANALÍTICA ENTRE REDES RBF E KRIGAGEM

Mauro Roisenberg, Graduação em Ciências, Mauro Roisenberg, 2013 .

Continuous User Authentication Based on Keystroke Dynamics through Neural Network Committee Machines

Mauro Roisenberg, Sergio Roberto de Lima e Silva Filho, M. Roisenberg, 2012 .

Specialization versus generalization in neural network learning for ballistic interception movement

Jorge Muniz Barreto, Mauro Roisenberg, F. M. Azevedo, 1996, Proceedings of 8th Mediterranean Electrotechnical Conference on Industrial Applications in Power Systems, Computer Science and Telecommunications (MELECON 96).

A method to estimate prediction intervals for artificial neural networks that is sensitive to the noise distribution in the outputs

Mauro Roisenberg, Guenther Schwedersky Neto, Cicero A. M. da Silva Neves, 2009, 2009 International Joint Conference on Neural Networks.

ACOℝ-V - An algorithm that incorporates the visibility heuristic to the ACO in continuous domain

Mauro Roisenberg, Cassio Rodrigo Conti, Guenther Schwedersky Neto, 2012, 2012 IEEE Congress on Evolutionary Computation.

Probabilistic Fuzzy Naive Bayes

Mauro Roisenberg, Gabriel Moura, 2015, 2015 Brazilian Conference on Intelligent Systems (BRACIS).

Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns

Neil Davey, Yi Sun, Mauro Roisenberg, 2016, ICANN.

Embodied Evolution with a New Genetic Programming Variation Algorithm

Mauro Roisenberg, Guilherme Bittencourt, Anderson Luiz, 2008, Fourth International Conference on Autonomic and Autonomous Systems (ICAS'08).

A hybrid neuro-evolutive algorithm for neural network optimization

Mauro Roisenberg, Roberto Célio Limão de Oliveira, Lidio Mauro Lima de Campos, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Fuzzy Social Force Model

Mauro Roisenberg, Altieres Del Sent, M. Roisenberg, 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Bayesian Framework to Wavelet Estimation and Linearized Acoustic Inversion

Leandro Passos de Figueiredo, Mauro Roisenberg, Marcio Santos, 2014, IEEE Geoscience and Remote Sensing Letters.

Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN)

Mauro Roisenberg, Paulo José de Freitas Filho, Tiago Mazzutti, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

Improving the Incremental Gaussian Mixture Neural Network model for spatial interpolation and geostatistical simulation

Mauro Roisenberg, Guenther Schwedersky Neto, Sérgio Aurélio Ferreira Soares, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Direct Multivariate Simulation - A stepwise conditional transformation for multivariate geostatistical simulation

Leandro Passos de Figueiredo, Mauro Roisenberg, Dario Grana, 2021, Comput. Geosci..

Deep Recurrent Neural Networks Approach to Sedimentary Facies Classification Using Well Logs

Mauro Roisenberg, Daniel Theisges dos Santos, Marivaldo dos Santos Nascimento, 2021, IEEE Geoscience and Remote Sensing Letters.

Multi-view 3D seismic facies classifier

Mauro Roisenberg, Elton Alves Trindade, M. Roisenberg, 2021, SAC.