Jorge Dantas de Melo

Orcid: 0000-0001-7772-0514

According to our database1, Jorge Dantas de Melo authored at least 28 papers between 1990 and 2021.

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

Timeline

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Bibliography

2021
<i>Q-Managed</i>: A new algorithm for a multiobjective reinforcement learning.
Softw. Impacts, 2021

Q-Managed: A new algorithm for a multiobjective reinforcement learning.
Expert Syst. Appl., 2021

2019
Deep reinforcement learning applied to the <i>k</i>-server problem.
Expert Syst. Appl., 2019

2018
Q-Learning with Dynamic Rewards Table Applied to the SONET/SDH Ring Problem.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2014
Reactive Search strategies using Reinforcement Learning, local search algorithms and Variable Neighborhood Search.
Expert Syst. Appl., 2014

2013
Semantic alarm correlation based on ontologies.
Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2012
FPGA based implementation of a Fuzzy Neural Network modular architecture for embedded systems.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

ARTMAP with Modified Internal Category Geometry to Reduce the Category Proliferation.
Proceedings of the IJCCI 2012 - Proceedings of the 4th International Joint Conference on Computational Intelligence, Barcelona, Spain, 5, 2012

RSGALS-SVM: Random Subspace Method Applied to a LS-SVM Ensemble Optimized by Genetic Algorithm.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Overhead-Controlled Routing in WSNs with Reinforcement Learning.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2012, 2012

Random Subspace Method and Genetic Algorithm Applied to a LS-SVM Ensemble.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Ontology for industrial petrochemical processes: Case study of a DEA process.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012

2011
Modeling a system for monitoring an object using artificial neural networks and reinforcement learning.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Comparative study on dimension reduction techniques for cluster analysis of microarray data.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010
A Neural Network Multiagent Architecture Applied to Industrial Networks for Dynamic Allocation of Control Strategies Using Standard Function Blocks.
IEEE Trans. Ind. Electron., 2010

Reinforcement Learning for Controlling a Coupled Tank System Based on the Scheduling of Different Controllers.
Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

An genetic approach to Support Vector Machines in classification problems.
Proceedings of the International Joint Conference on Neural Networks, 2010

Clustering Using Elements of Information Theory.
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010

2009
A parallel hybrid implementation using genetic algorithm, GRASP and reinforcement learning.
Proceedings of the International Joint Conference on Neural Networks, 2009

Creating an ensemble of diverse support vector machines using Adaboost.
Proceedings of the International Joint Conference on Neural Networks, 2009

Implementation and Evaluation of Modular Neural Networks in a Multiple Processor System on Chip to Classify Electric Disturbance.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008
An Adaptive Learning Approach for 3-D Surface Reconstruction From Point Clouds.
IEEE Trans. Neural Networks, 2008

Using the Q-learning algorithm in the constructive phase of the GRASP and reactive GRASP metaheuristics.
Proceedings of the International Joint Conference on Neural Networks, 2008

A neural network multiagent architecture applied to fieldbus intelligent control.
Proceedings of 13th IEEE International Conference on Emerging Technologies and Factory Automation, 2008

2007
Proposal for Improvement of GRASP Metaheuristic and Genetic Algorithm Using the Q-Learning Algorithm.
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Using Q-learning Algorithm for Initialization of the GRASP Metaheuristic and Genetic Algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2007

2005
Hierarchical Reinforcement Learning for Metrical Task Systems.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005

1990
Vectorization and multitasking of dynamic programming in control: experiments on a CRAY-2.
Parallel Comput., 1990


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