Marco Aurélio Pacheco
Orcid: 0000-0002-2381-0183
According to our database1,
Marco Aurélio Pacheco
authored at least 113 papers
between 1989 and 2024.
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Bibliography
2024
Neural Comput. Appl., February, 2024
2023
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2023
Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023
Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023
Assessing fuel tax revenues - Study on impact of reducing fuel taxes using artificial intelligence.
Proceedings of the 20th ACS/IEEE International Conference on Computer Systems and Applications, 2023
2022
A comparative study of Deep Learning architectures for Classification of Natural and Human-made Sea Events in SAR images.
Discov. Artif. Intell., 2022
Sentimental Analysis on Social Media Comments with Recurring Models and Pretrained Word Embeddings in Portuguese.
Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022
A Free Web Service for Fast COVID-19 Classification of Chest X-Ray Images with Artificial Intelligence.
Proceedings of the Computational Science and Its Applications - ICCSA 2022, 2022
2021
Improving deep learning performance by using Explainable Artificial Intelligence (XAI) approaches.
Discov. Artif. Intell., 2021
Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021
Improvement Optical Character Recognition for Structured Documents using Generative Adversarial Networks.
Proceedings of the 2021 21st International Conference on Computational Science and Its Applications (ICCSA), Cagliari, Italy, September 13-16, 2021, 2021
Training an Agent to Find and Reach an Object in Different Environments using Visual Reinforcement Learning and Transfer Learning.
Proceedings of the 13th International Conference on Agents and Artificial Intelligence, 2021
2020
Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World Refinery.
IEEE Syst. J., 2020
CoRR, 2020
Recent Developments Combining Ensemble Smoother and Deep Generative Networks for Facies History Matching.
CoRR, 2020
Towards a Benchmark for Sedimentary Facies Classification: Applied to the Netherlands F3 Block.
Proceedings of the Information Management and Big Data, 2020
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
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
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Application of Cellular Genetic Algorithms and Space Efficient Chromosomes to Wells Placement in Oil Fields.
Proceedings of SAI Intelligent Systems Conference (IntelliSys) 2016, 2016
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
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Comput. Electr. Eng., 2015
2014
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
Proceedings of the IEEE 11th International Multi-Conference on Systems, Signals & Devices, 2014
2013
Comput. J., 2013
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
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
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011
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
Proceedings of the 22nd International Symposium on Computer Architecture and High Performance Computing Workshops, 2010
Proceedings of the 22nd International Symposium on Computer Architecture and High Performance Computing Workshops, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
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
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
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
IEEE Trans. Computers, 2007
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
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
Inverted hierarchical neuro-fuzzy BSP system: a novel neuro-fuzzy model for pattern classification and rule extraction in databases.
IEEE Trans. Syst. Man Cybern. Syst., 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
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
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
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005
2004
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
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
Proceedings of the 2004 IEEE International Conference on Field-Programmable Technology, 2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 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
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004
2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Proceedings of the 5th NASA / DoD Workshop on Evolvable Hardware (EH 2003), 2003
2002
Int. J. Comput. Syst. Signals, 2002
Proceedings of the 7th Brazilian Symposium on Neural Networks (SBRN 2002), 2002
Proceedings of the 2002 IEEE International Conference on Field-Programmable Technology, 2002
Proceedings of the 4th NASA / DoD Workshop on Evolvable Hardware (EH 2002), 2002
2001
Inteligencia Artif., 2001
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001
Proceedings of the 3rd NASA / DoD Workshop on Evolvable Hardware (EH 2001), 2001
The energy minimization method: a multiobjective fitness evaluation technique and its application to the production scheduling in a petroleum refinery.
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000
Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000
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
Proceedings of the New Directions in Rough Sets, 1999
Proceedings of the Foundations and Tools for Neural Modeling, 1999
Proceedings of the 1st NASA / DoD Workshop on Evolvable Hardware (EH '99), 1999
1998
Proceedings of the Simulated Evolution and Learning, 1998
Proceedings of the 11th Annual Symposium on Integrated Circuits Design, 1998
Proceedings of the 11th Annual Symposium on Integrated Circuits Design, 1998
Proceedings of the Evolvable Systems: From Biology to Hardware, 1998
1996
Proceedings of the Evolvable Systems: From Biology to Hardware, 1996
1995
Proceedings of the From Natural to Artificial Neural Computation, 1995
1993
Proceedings of the New Trends in Neural Computation, 1993
1991
PhD thesis, 1991
1989