Mauro Roisenberg

52 papers B 14C 5Misc 5Journal 13Unranked 14

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Incremental Gaussian Mixture Neural model for Geophysical inverse problems. Comput. Geosci. Tiago Mazzutti, Mauro Roisenberg, Bruno Barbosa Rodrigues
2024	C	`conf`	Detection of Different Crop Growth Stages by Applying Deep Learning Over Sentinel-2 Images of Bahía, Brazil. IGARSS Yineth Viviana Camacho-De Angulo, Darwin Alexis Arrechea-Castillo, Yessica Carolina Cantero-Mosquera, Yady Tatiana Solano Correa, Mauro Roisenberg
2024	J	`jnl`	Ensemble Smoother with Fully Convolutional VAE for seismic facies inversion. Comput. Geosci. Rodrigo Exterkoetter, Leandro Passos de Figueiredo, Fernando Luis Bordignon, Alexandre Anozé Emerick, Mauro Roisenberg, Bruno Barbosa Rodrigues
2024	C	`conf`	Fire Scars Mapping Over Brazilian Amazon Forest by Exploiting Sentinel-2 Data and Deep Learning. IGARSS Yineth Viviana Camacho-De Angulo, Nicolas Cechinel Rosa, Yady Tatiana Solano Correa, Mauro Roisenberg
2023	B	`conf`	Deep Feature Extraction for Data Assimilation with Ensemble Smoother. IJCNN Rodrigo Exterkoetter, Gustavo Rachid Dutra, Leandro Passos de Figueiredo, Fernando Luis Bordignon, Alexandre Anozé Emerick, Gilson Moura Silva Neto, Mauro Roisenberg
2022	J	`jnl`	Deep Recurrent Neural Networks Approach to Sedimentary Facies Classification Using Well Logs. IEEE Geosci. Remote. Sens. Lett. Daniel Theisges dos Santos, Mauro Roisenberg, Marivaldo dos Santos Nascimento
2022	C	`conf`	Identification of Sedimentary Strata by Segmentation Neural Networks of Oblique Photogrammetry of UAVs. IDEAL Daniel Theisges dos Santos, Mauro Roisenberg, Marivaldo dos Santos Nascimento
2021	J	`jnl`	Direct Multivariate Simulation - A stepwise conditional transformation for multivariate geostatistical simulation. Comput. Geosci. Leandro Passos de Figueiredo, Tcharlies Schmitz, Rafael Lunelli, Mauro Roisenberg, Daniel Santana de Freitas, Dario Grana
2021	Misc	`conf`	Multi-view 3D seismic facies classifier. SAC Elton Alves Trindade, Mauro Roisenberg
2020	B	`conf`	Efficient 3D Semantic Segmentation of Seismic Images using Orthogonal Planes 2D Convolutional Neural Networks. IJCNN Arthur Bridi Guazzelli, Mauro Roisenberg, Bruno Barbosa Rodrigues
2019	J	`jnl`	Acoustic Impedance Deblurring With a Deep Convolution Neural Network. IEEE Geosci. Remote. Sens. Lett. Isaac Sacramento, Elton Trindade, Mauro Roisenberg, Fernando Bordignon, Bruno Barbosa Rodrigues
2019	—	`conf`	Filter Pruning for Efficient Transfer Learning in Deep Convolutional Neural Networks. ICAISC (1) Caique Reinhold, Mauro Roisenberg
2018	B	`conf`	Adaptive Missing Data Imputation with Incremental Neuro-Fuzzy Gaussian Mixture Network (INFGMN). IJCNN Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho
2018	B	`conf`	Combined Convolutional Neural Network for High Frequency Restoration in Acoustic Impedance Images. IJCNN Isaac Sacramento, Mauro Roisenberg, Rodrigo Exterkoetter, Leandro Passos de Figueiredo, Bruno Barbosa Rodrigues
2018	—	`conf`	Petroleum Reservoir Connectivity Patterns Reconstruction Using Deep Convolutional Generative Adversarial Networks. BRACIS Rodrigo Exterkoetter, Fernando Bordignon, Leandro Passos de Figueiredo, Mauro Roisenberg, Bruno Barbosa Rodrigues
2017	J	`jnl`	Bayesian seismic inversion based on rock-physics prior modeling for the joint estimation of acoustic impedance, porosity and lithofacies. J. Comput. Phys. Leandro Passos de Figueiredo, Dario Grana, Marcio Santos, Wagner Figueiredo, Mauro Roisenberg, Guenther Schwedersky Neto
2017	J	`jnl`	Hybrid Global Stochastic and Bayesian Linearized Acoustic Seismic Inversion Methodology. IEEE Trans. Geosci. Remote. Sens. Fernando Luis Bordignon, Leandro Passos de Figueiredo, Leonardo Azevedo, Amílcar Soares, Mauro Roisenberg, Guenther Schwedersky Neto
2017	J	`jnl`	INFGMN - Incremental Neuro-Fuzzy Gaussian mixture network. Expert Syst. Appl. Tiago Mazzutti, Mauro Roisenberg, Paulo José de Freitas Filho
2016	B	`conf`	A hybrid neuro-evolutive algorithm for neural network optimization. IJCNN Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
2016	—	`conf`	Fast spatially coupled Bayesian linearized acoustic seismic inversion in Time Domain. GEOINFO Fernando Bordignon, Leandro Passos de Figueiredo, Mauro Roisenberg, Bruno Barbosa Rodrigues
2016	B	`conf`	Improving the Incremental Gaussian Mixture Neural Network model for spatial interpolation and geostatistical simulation. IJCNN Sérgio Aurélio Ferreira Soares, Guenther Schwedersky Neto, Mauro Roisenberg
2016	J	`jnl`	Optimization of neural networks through grammatical evolution and a genetic algorithm. Expert Syst. Appl. Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
2016	—	`conf`	Using Machine Learning Techniques to Recover Prismatic Cirrus Ice Crystal Size from 2-Dimensional Light Scattering Patterns. ICANN (2) Daniel Priori, Giseli de Sousa, Mauro Roisenberg, Christopher Stopford, Evelyn Hesse, Emmanuel Salawu, Neil Davey, Yi Sun
2015	B	`conf`	Evolving Artificial Neural Networks through L-system and evolutionary computation. IJCNN Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
2015	B	`conf`	Fuzzy Social Force Model. FUZZ-IEEE Altieres Del Sent, Mauro Roisenberg
2015	—	`conf`	Probabilistic Fuzzy Bayesian Network. FSKD Gabriel Moura, Mauro Roisenberg
2015	—	`conf`	Probabilistic Fuzzy Naive Bayes. BRACIS Gabriel Moura, Mauro Roisenberg
2015	Misc	`conf`	Simulation of crowd behavior using fuzzy social force model. WSC Altieres Del Sent, Mauro Roisenberg, Paulo José de Freitas Filho
2015	—	`conf`	Smart Crawler: Using Committee Machines for\\Web Pages Continuous Classification. WebMedia Luiz Henrique Zambom Santana, Ronaldo dos Santos Mello, Mauro Roisenberg
2014	B	`conf`	A topological niching covariance matrix adaptation for multimodal optimization. IEEE Congress on Evolutionary Computation Marcio Weck Pereira, Guenther Schwedersky Neto, Mauro Roisenberg
2014	J	`jnl`	Bayesian Framework to Wavelet Estimation and Linearized Acoustic Inversion. IEEE Geosci. Remote. Sens. Lett. Leandro Passos de Figueiredo, Marcio Santos, Mauro Roisenberg, Guenther Schwedersky Neto, Wagner Figueiredo
2014	B	`conf`	Generating interpretable Mamdani-type fuzzy rules using a neuro-fuzzy system based on radial basis functions. FUZZ-IEEE Diego G. Rodrigues, Gabriel Moura, Carlos Magno Couto Jacinto, Paulo José de Freitas Filho, Mauro Roisenberg
2013	J	`jnl`	Comparative study on local and global strategies for confidence estimation in neural networks and extensions to improve their predictive power. Neural Comput. Appl. Abner Cardoso Rodrigues Neto, Cícero Augusto Magalhães das Neves, Mauro Roisenberg
2013	J	`jnl`	Fast Seismic Inversion Methods Using Ant Colony Optimization Algorithm. IEEE Geosci. Remote. Sens. Lett. Cassio Rodrigo Conti, Mauro Roisenberg, Guenther Schwedersky Neto, Milton José Porsani
2013	Misc	`conf`	Spatial interpolation: an analytical comparison between kriging and RBF networks. SAC Vinicius Sousa Fazio, Mauro Roisenberg
2012	B	`conf`	ACOℝ-V - An algorithm that incorporates the visibility heuristic to the ACO in continuous domain. IEEE Congress on Evolutionary Computation Cassio Rodrigo Conti, Mauro Roisenberg, Guenther Schwedersky Neto
2012	C	`conf`	Network Intrusion Detection System Using Data Mining. EANN Lídio Mauro Lima de Campos, Roberto Célio Limão de Oliveira, Mauro Roisenberg
2011	B	`conf`	Automatic design of Neural Networks with L-Systems and genetic algorithms - A biologically inspired methodology. IJCNN Lídio Mauro Lima de Campos, Mauro Roisenberg, Roberto Célio Limão de Oliveira
2010	—	`conf`	Efficient Confidence Bounds for RBF Networks for Sparse and High Dimensional Data. ICANN (3) Abner Rodrigues Neto, Mauro Roisenberg, Guenther Schwedersky Neto
2009	J	`jnl`	A hybrid fuzzy-probabilistic system for risk analysis in petroleum exploration prospects. Expert Syst. Appl. Mauro Roisenberg, Cíntia Schoeninger, Reneu Rodrigues da Silva
2009	B	`conf`	A method to estimate prediction intervals for artificial neural networks that is sensitive to the noise distribution in the outputs. IJCNN Cicero A. M. da Silva Neves, Mauro Roisenberg, Guenther Schwedersky Neto
2008	Misc	`conf`	A new approach to control a population of mobile robots using genetic programming. SAC Anderson Luiz, Fernandes Perez, Guilherme Bittencourt, Mauro Roisenberg
2008	—	`conf`	Embodied Evolution with a New Genetic Programming Variation Algorithm. ICAS Anderson Luiz, Fernandes Perez, Guilherme Bittencourt, Mauro Roisenberg
2008	B	`conf`	The development of a hybrid, distributed architecture for multiagent systems and its application in robot soccer. IJCNN Cladio J. Biazus, Mauro Roisenberg
2006	C	`conf`	Continuous Authentication by Keystroke Dynamics Using Committee Machines. ISI Sergio Roberto de Lima e Silva Filho, Mauro Roisenberg
2005	Misc	`conf`	Risk assessment of drilling and completion operations in petroleum wells using a Monte Carlo and a neural network approach. WSC Dennis Kerr Coelho, Mauro Roisenberg, Paulo José de Freitas Filho, Carlos Magno Couto Jacinto
2004	—	`conf`	Behavior implementation in autonomous agents using modular and hierarchical neural networks. RAM Flávio de Almeida e Silva, Guilherme Bittencourt, Mauro Roisenberg, Jorge Muniz Barreto, Renato C. Vieira, Dennis Kerr Coelho
2004	—	`conf`	Formal languages aspects as a tool for representation and implementation of behavior-based robotics. RAM Renato Vieira, Mauro Roisenberg, Olinto Furtado
2003	—	`conf`	Employing Recurrent Artificial Neural Networks for Developing Baselines for Proactive Network Management. Neural Networks and Computational Intelligence Analuchia S. M. de Franceschi, R. A. de Moraes, Jorge Muniz Barreto, Mauro Roisenberg
2000	—	`conf`	Constructing Software Autonomous Agents to Computer Network Management. SBRN Analuchia S. M. de Franceschi, Jorge Muniz Barreto, Mauro Roisenberg
1998	—	`—`	Emergência da inteligência em agentes autônomos através de modelos inspirados na natureza. Mauro Roisenberg
1996	—	`conf`	Biological Inspirations in Neural Network Implementations of Autonomous Agents. SBIA Mauro Roisenberg, Jorge Muniz Barreto, Fernando Mendes de Azevedo