Marley M. B. R. Vellasco
Orcid: 0000-0002-9790-1328Affiliations:
- Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Department of Electrical Engineering
According to our database1,
Marley M. B. R. Vellasco
authored at least 206 papers
between 1989 and 2024.
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Bibliography
2024
Acknowledging Volunteers Associated With 2023 IEEE CIS Conference Management [Society Briefs].
IEEE Comput. Intell. Mag., February, 2024
2023
A Fuzzy-Based Multi-objective Optimization Applied to Analog Circuits for Fuzzy Systems.
SN Comput. Sci., November, 2023
Automatic generation of fuzzy inference systems for multivariate time series forecasting.
Fuzzy Sets Syst., October, 2023
Acknowledging Volunteers Associated With 2022 IEEE CIS Conference Management [Conference Reports] [Society Briefs].
IEEE Comput. Intell. Mag., February, 2023
Echo State Networks: Novel reservoir selection and hyperparameter optimization model for time series forecasting.
Neurocomputing, 2023
Morphological Classification of Extragalactic Radio Sources Using Gradient Boosting Methods.
Proceedings of the International Joint Conference on Neural Networks, 2023
Out-of-Distribution Detection in Deep Learning Models: A Feature Space-Based Approach.
Proceedings of the International Joint Conference on Neural Networks, 2023
SegQNAS: Quantum-inspired Neural Architecture Search applied to Medical Image Semantic Segmentation.
Proceedings of the International Joint Conference on Neural Networks, 2023
A Multi-Objective Decomposition Optimization Method for Refinery Crude Oil Scheduling through Genetic Programming.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the Engineering Applications of Neural Networks, 2023
A Feature-Based Out-of-Distribution Detection Approach in Skin Lesion Classification.
Proceedings of the Intelligent Systems - 12th Brazilian Conference, 2023
2022
An Evaluation Framework for User Experience Using Eye Tracking, Mouse Tracking, Keyboard Input, and Artificial Intelligence: A Case Study.
Int. J. Hum. Comput. Interact., 2022
Appl. Soft Comput., 2022
Comparative Study of PID, DMC, and Fuzzy PD+I Controllers in a Control Laboratory Kit.
Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
2021
Sensors, 2021
Unsupervised Machine Learning Applied to Seismic Interpretation: Towards an Unsupervised Automated Interpretation Tool.
Sensors, 2021
A New Model to Distinguish Railhead Defects Based on Set-Membership Type-2 Fuzzy Logic System.
Int. J. Fuzzy Syst., 2021
Expert Syst. Appl., 2021
Special issue on Recent Advances in Computational Intelligence and Cognitive Systems (RACICS).
Cogn. Syst. Res., 2021
Sharpening Local Interpretable Model-Agnostic Explanations for Histopathology: Improved Understandability and Reliability.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
Quantum-Inspired Genetic Programming Algorithm for the Crude Oil Scheduling of a Real-World Refinery.
IEEE Syst. J., 2020
SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization.
IEEE Syst. J., 2020
Prototype of Robotic Device for Mobility Assistance for the Elderly in Urban Environments.
Sensors, 2020
IEEE Comput. Intell. Mag., 2020
IEEE Comput. Intell. Mag., 2020
Proceedings of the ECML PKDD 2020 Workshops, 2020
Proceedings of the 21st EANN (Engineering Applications of Neural Networks) 2020 Conference, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Development of offshore maintenance service scheduling system with workers allocation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
2019
Automatic synthesis of fuzzy systems: An evolutionary overview with a genetic programming perspective.
WIREs Data Mining Knowl. Discov., 2019
Local Interpretable Model-Agnostic Explanations for Classification of Lymph Node Metastases.
Sensors, 2019
Quantum-inspired evolutionary multi-objective fuzzy classifier with real and categorical representation.
J. Intell. Fuzzy Syst., 2019
Classifying Periodic Astrophysical Phenomena from non-survey optimized variable-cadence observational data.
Expert Syst. Appl., 2019
Appl. Soft Comput., 2019
IEEE Access, 2019
Deep Regression Counting: Customized Datasets and Inter-Architecture Transfer Learning.
Proceedings of the Recent Advances in Big Data and Deep Learning, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Resource optimization for elective surgical procedures using quantum-inspired genetic algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Automatic Generation of a Type-2 Fuzzy System for Time Series Forecast based on Genetic Programming.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, 2019
Comparative Study of Computer Vision Models for Insect Pest Identification in Complex Backgrounds.
Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019
On the Intelligent Control Design of an Agricultural Mobile Robot for Cotton Crop Monitoring.
Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019
Design and Development of an Autonomous Mobile Robot for Inspection of Soy and Cotton Crops.
Proceedings of the 12th International Conference on Developments in eSystems Engineering, 2019
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019
2018
Conference Report on 2018 IEEE World Congress on Computational Intelligence (IEEE WCCI 2018) [Conference Reports].
IEEE Comput. Intell. Mag., 2018
Appl. Soft Comput., 2018
Modified Methods of Capital Budgeting Under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic.
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems. Theory and Foundations, 2018
Crude oil refinery scheduling: addressing a real-world multiobjective problem through genetic programming and dominance-based approaches.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Detection and Classification of Faults in Aeronautical Gas Turbine Engine: a Comparison Between two Fuzzy Logic Systems.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
Quantum-inspired Evolutionary Algorithm for Feature Selection in Motor Imagery EEG Classification.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
Quantum-Inspired Optimization of Echo State Networks Applied to System Identification.
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
2017
Set-Membership Type-1 Fuzzy Logic System Applied to Fault Classification in a Switch Machine.
IEEE Trans. Intell. Transp. Syst., 2017
Porosity estimation by semi-supervised learning with sparsely available labeled samples.
Comput. Geosci., 2017
Expert Syst. Appl., 2017
Feature importance calculation and protein quality assessment on the decoy discrimination problem.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Ensemble of classifiers applied to motor imagery task classification for BCI applications.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
The classification of periodic light curves from non-survey optimized observational data through automated extraction of phase-based visual features.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Neural network nonlinear plant identification as a tool in intelligent controller design.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Computing derivatives in interval type-2 fuzzy logic systems trained by steepest descent method for fault classification in a switch machine.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
2016
Proceedings of the Fuzzy Technology - Present Applications and Future Challenges, 2016
Neural Networks, 2016
EANN 2014: a fuzzy logic system trained by conjugate gradient methods for fault classification in a switch machine.
Neural Comput. Appl., 2016
Evolutionary algorithms and elliptical copulas applied to continuous optimization problems.
Inf. Sci., 2016
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2016
Proceedings of the Advances in Big Data, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Expert Syst. Appl., 2015
GPFIS-CLASS: A Genetic Fuzzy System based on Genetic Programming for classification problems.
Appl. Soft Comput., 2015
Quantum-Inspired Features and Parameter Optimization of Spiking Neural Networks for a Case Study from Atmospheric.
Proceedings of the INNS Conference on Big Data 2015, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Development of a fuzzy rule-based system using Genetic Programming for Forecasting problems.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
A Multi-gene Genetic Programming Fuzzy Inference System for Regression Problems.
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT-15), 2015
Closed Loop Identification of Nuclear Steam Generator Water Level Using ESN Network Tuned by Genetic Algorithm.
Proceedings of the Engineering Applications of Neural Networks, 2015
2014
Fault detection and measurements correction for multiple sensors using a modified autoassociative neural network.
Neural Comput. Appl., 2014
J. Artif. Intell. Soft Comput. Res., 2014
Intelligent Multiagent Coordination Based on Reinforcement Hierarchical Neuro-fuzzy Models.
Int. J. Neural Syst., 2014
Auton. Agents Multi Agent Syst., 2014
Proceedings of the Robot Intelligence Technology and Applications 3, 2014
Evolutionary features and parameter optimization of spiking neural networks for unsupervised learning.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Nonconvex Functions Optimization Using an Estimation of Distribution Algorithm Based on a Multivariate Extension of the Clayton Copula.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014
Understanding the Treatment of Outliers in Multi-Objective Estimation of Distribution Algorithms.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 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
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Classification of Events in Switch Machines Using Bayes, Fuzzy Logic System and Neural Network.
Proceedings of the Engineering Applications of Neural Networks, 2014
Quantum-Inspired Multi-gene Linear Genetic Programming Model for Regression Problems.
Proceedings of the 2014 Brazilian Conference on Intelligent Systems, 2014
2013
Neural Comput. Appl., 2013
Int. J. Comput. Intell. Appl., 2013
Proceedings of the Robot Intelligence Technology and Applications 2, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Proceedings of the Artificial Intelligence Applications and Innovations, 2013
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
2012
Expert Syst. Appl., 2012
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012
Modified Net Present Value under Uncertainties: An Approach Based on Fuzzy Numbers and Interval Arithmetic.
Proceedings of the Advances in Computational Intelligence, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
Proceedings of the FUZZ-IEEE 2012, 2012
Measurement Correction for Multiple Sensors Using Modified Autoassociative Neural Networks.
Proceedings of the Engineering Applications of Neural Networks, 2012
Quantum-inspired genetic algorithms applied to ordering combinatorial optimization problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
An Intelligent Model for Self-compensation and Self-validation of Sensor Measurements.
Proceedings of the Fuzzy Logic and Applications - 9th International Workshop, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Methods for acceleration of learning process of Reinforcement Learning Neuro-Fuzzy Hierarchical Politree model.
Proceedings of the Autonomous and Intelligent Systems - First International Conference, 2010
2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009
A New Model for Credit Approval Problems: A Quantum-inspired Neuro-evolutionary Algorithm with Binary-real Representation.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 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 Artificial 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 Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Application of Neural Networks in Aid for Diagnosis for Patients with Glaucoma.
Proceedings of the BIOSIGNALS 2009, 2009
2008
Proceedings of the Quantum Inspired Intelligent Systems, 2008
Trading Strategy in Foreign Exchange Market Using Reinforcement Learning Hierarchical Neuro-Fuzzy Systems.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Fuzzy Rules Extraction from Support Vector Machines for Multi-class Classification with Feature Selection.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Evolutionary System with Precedence Constraints for Ore Harbor Schedule Optimization.
Proceedings of the Applications of Evolutionary Computing, 2008
2007
Proceedings of the Intelligent Educational Machines: Methodologies and Experiences, 2007
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007
Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007
Proceedings of the International Joint Conference on Neural Networks, 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
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
Int. J. Hybrid Intell. Syst., 2006
Using Neural Networks to Evaluate the Effectiveness of a new Seismic Fault Attribute.
Proceedings of the SBRN 2006, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 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
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 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
2004
Quantum-Inspired Evolutionary Algorithms and Its Application to Numerical Optimization Problems.
Proceedings of the Neural Information Processing, 11th International Conference, 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 12th European Symposium on Artificial Neural Networks, 2004
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004
2003
Proceedings of the Multiple Classifier Systems, 4th International Workshop, 2003
Multiple MLP Neural Networks Applied on the Determination of Segment Limits in ECG Signals.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 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 Advances in Artificial Intelligence, 2002
A Goal Definition Assistant Applied to KDD Process.
Proceedings of the International Conference on Artificial Intelligence, 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 9-th International Conference in Central Europe on Computer Graphics, 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 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
The <i>Generic Neuron</i> Architectural Framework for the Automatic Generation of ASICs.
Proceedings of the New Trends in Neural Computation, 1993
1992
Microprocess. Microprogramming, 1992
1989