Marco Aurélio Pacheco

According to our database1, Marco Aurélio Pacheco authored at least 93 papers between 1989 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2020
Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World Refinery.
IEEE Syst. J., 2020

A free web service for fast COVID-19 classification of chest X-Ray images.
CoRR, 2020

Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History Matching.
CoRR, 2020

An Investigation of Pre-trained Embeddings in Dependency Parsing.
Proceedings of the Computational Processing of the Portuguese Language, 2020

2019
Towards a robust parameterization for conditioning facies models using deep variational autoencoders and ensemble smoother.
Comput. Geosci., 2019

Smart Well Data Generation via Boundary-Seeking Deep Convolutional Generative Adversarial Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Sentiment Analysis of YouTube Video Comments Using Deep Neural Networks.
Proceedings of the Artificial Intelligence and Soft Computing, 2019

Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

2018
Estimation of the displacements among distant events based on parallel tracking of events in seismic traces under uncertainty.
Comput. Geosci., 2018

Solving stochastic differential equations through genetic programming and automatic differentiation.
Eng. Appl. Artif. Intell., 2018

Multiagent Coordination Systems Based on Neuro-Fuzzy Models with Reinforcement Learning.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Classifying and Grouping Narratives with Convolutional Neural Networks, PCA and t-SNE.
Proceedings of the Hybrid Intelligent Systems, 2018

Estimating the Geological Properties in Oil Reservoirs Through Multi-Gene Genetic Programming.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

A Biased Random-Key Genetic Algorithm for the Rescue Unit Allocation and Scheduling Problem.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2016
A genetic algorithm approach for the master surgical schedule problem.
Proceedings of the 2016 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2016

Genetic programming and automatic differentiation algorithms applied to the solution of ordinary and partial differential equations.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

PSO+: A nonlinear constraints-handling particle swarm optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Optimizing natural gas sensors allocation in oil platforms using genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015
Evolving GPU machine code.
J. Mach. Learn. Res., 2015

Use of graphics processing units for automatic synthesis of programs.
Comput. Electr. Eng., 2015

2014
Towards a quantum-inspired multi-gene linear genetic programming model.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Lithology discrimination using seismic elastic attributes: a genetic fuzzy classifier approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression Problems.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014

Optimized energy diagnostics in energy efficiency projects managed by demand side.
Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014

2013
Quantum-Inspired Linear Genetic Programming as a Knowledge Management System.
Comput. J., 2013

Numerical optimization by multi-gene genetic programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012
Combining Forecasts: A Genetic Programming Approach.
Int. J. Nat. Comput. Res., 2012

Evolutionary algorithms applied to elucidate ionic water cluster structure formation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Describing Quantum-Inspired Linear Genetic Programming from symbolic regression problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
Modeling the young modulus of nanocomposites: A neural network approach.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

A Genetic Algorithm Applied to a Main Sequence Stellar Model.
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

Evolving CUDA PTX programs by quantum inspired linear genetic programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A parallel evolutionary algorithm to search for global minima geometries of heterogeneous ab initio atomic clusters.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Exploring Data Streaming to Improve 3D FFT Implementation on Multiple GPUs.
Proceedings of the 22nd International Symposium on Computer Architecture and High Performance Computing Workshops, 2010

LU Decomposition on GPUs: The Impact of Memory Access.
Proceedings of the 22nd International Symposium on Computer Architecture and High Performance Computing Workshops, 2010

Quantum-Inspired Evolutionary Algorithms applied to numerical optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Hierarchical Neuro-Fuzzy Systems Part II.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Hierarchical Neuro-Fuzzy Systems Part I.
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Irregularity detection on low tension electric installations by neural network ensembles.
Proceedings of the International Joint Conference on Neural Networks, 2009

A Fuzzy System for the Assessment of Human Reliability.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Toward a Quantum-Inspired Linear Genetic Programming model.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Quantum-Inspired Evolutionary Algorithm for Numerical Optimization.
Proceedings of the Quantum Inspired Intelligent Systems, 2008

Evolutionary System with Precedence Constraints for Ore Harbor Schedule Optimization.
Proceedings of the Applications of Evolutionary Computing, 2008

2007
Neural Network Simulation and Evolutionary Synthesis of QCA Circuits.
IEEE Trans. Computers, 2007

A Fuzzy Approach to the Study of Human Reliability in the Petroleum Industry.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

Real Options and Genetic Algorithms to Approach of the Optimal Decision Rule for Oil Field Development Under Uncertainties.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

Evolutionary Computation for Valves Control Optimization in Intelligent Wells Under Uncertainties.
Proceedings of the Theoretical Advances and Applications of Fuzzy Logic and Soft Computing, 2007

Neural Networks for Inflow Forecasting Using Precipitation Information.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Refinery Scheduling Optimization using Genetic Algorithms and Cooperative Coevolution.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling, 2007

2006
Automatic Synthesis of Microcontroller Assembly Code Through Linear Genetic Programming.
Proceedings of the Genetic Systems Programming: Theory and Experiences, 2006

Genetic Programming of a Microcontrolled Water Bath Plant.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006

Quantum-Inspired Evolutionary Algorithm for Numerical Optimization.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Evolvable Hardware Applied to Nanotechnology.
Proceedings of the First NASA/ESA Conference on Adaptive Hardware and Systems (AHS 2006), 2006

2005
Cultural Operators for a Quantum-Inspired Evolutionary Algorithm Applied to Numerical Optimization Problems.
Proceedings of the Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach: First International Work-Conference on the Interplay Between Natural and Artificial Computation, 2005

Hierarchical Neuro-fuzzy Models Based on Reinforcement Learning for Intelligent Agents.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Determination of Real Options Value by Monte Carlo Simulation and Fuzzy Numbers.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Reinforcement Learning-Hierarchical Neuro-Fuzzy Politree Model for Autonomous Agents - Evaluation in a Multi-Obstacle Environment.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

Molecular Circuit Design.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

Tuning Evolvable PID Controllers through a Clonal Selection Algorithm.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005

2004
Schemata Theory for the real coding and arithmetical operators.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004

Quantum-Inspired Evolutionary Algorithms and Its Application to Numerical Optimization Problems.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

Intrinsic Evolution of Analog Circuits on a Programmable Analog Multiplexer Array.
Proceedings of the Computational Science, 2004

Reinforcement Learning Hierarchical Neuro-Fuzzy Politree Model for Control of Autonomous Agents.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

Evolvability and reconfigurability.
Proceedings of the 2004 IEEE International Conference on Field-Programmable Technology, 2004

Data Mining Techniques on the Evaluation of Wireless Churn.
Proceedings of the ESANN 2004, 2004

An Immune Inspired Fault Diagnosis System for Analog Circuits using Wavelet Signatures.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

Towards Evolvable Analog Artificial Neural Networks Controllers.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004

2003
Hierarchical Neuro-Fuzzy Systems.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Evolvable Building Blocks for Analog Fuzzy Logic Controllers.
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003

2002
Load forecasting with the Hierarchical Neuro-Fuzzy Binary Space Partitioning Model.
Int. J. Comput. Syst. Signals, 2002

Hierarchical neuro-fuzzy quadtree models.
Fuzzy Sets Syst., 2002

Bayesian Neural Networks on the Inference of Distillation Product Qualit.
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002

Evolutionary analog circuit design on a programmable analog multiplexer array.
Proceedings of the 2002 IEEE International Conference on Field-Programmable Technology, 2002

Towards Evolvable Analog Fuzzy Logic Controllers.
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002

2001
A Neural Network System for Patch Load Prediction.
J. Intell. Robotic Syst., 2001

An Adaptive Network Routing Strategy with Temporal Differences.
Inteligencia Artif., 2001

The Hierarchical Neuro-Fuzzy BSP Model: An Application in Electric Load Forecasting.
Proceedings of the Connectionist Models of Neurons, 2001

Repair Of Analog Circuits: Extrinsic And Intrinsic Evolutionary Techniques .
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

Pama - Programmable Analog Multiplexer Array.
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001

2000
Variable Length Representation in Evolutionary Electronics.
Evol. Comput., 2000

Hierarchical Neuro-Fuzzy BSP Model - HNFB.
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

Web Text Mining Using a Hybrid System.
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

A Reconfigurable Platform for the Automatic Synthesis of Analog Circuits.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

Multiobjective Optimization Techniques: A Study of the Energy Minimization Method and Its Application to the Synthesis of Ota Amplifiers.
Proceedings of the 2nd NASA / DoD Workshop on Evolvable Hardware (EH 2000), 2000

1999
Rule-Evolver: An Evolutionary Approach for Data Mining.
Proceedings of the New Directions in Rough Sets, 1999

Mobile Robot Path Planning Using Genetic Algorithms.
Proceedings of the Foundations and Tools for Neural Modeling, 1999

Artificial Evolution of Active Filters: A Case Study.
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999

1998
Evolutionary Systems Applied to the Synthesis of a CPU Controller.
Proceedings of the Simulated Evolution and Learning, 1998

Analog Circuits Evolution in Extrinsic and Intrinsic Modes.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1998

1996
Evolvable Systems in Hardware Design: Taxonomy, Survey and Applications.
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996

1995
Short Term Load Forecasting Using Neural Nets.
Proceedings of the From Natural to Artificial Neural Computation, 1995

1993
A Risc Architecture to Support Neural Net Simulation.
Proceedings of the New Trends in Neural Computation, 1993

1989
VLSI architectures for neural networks.
IEEE Micro, 1989


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