António Dourado

Orcid: 0000-0002-5445-6893

According to our database1, António Dourado authored at least 61 papers between 1995 and 2022.

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

Timeline

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Bibliography

2022
Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis.
CoRR, 2022

Epileptic Seizure Risk Assessment by Multi-Channel Imaging of the EEG.
CoRR, 2022

2021
Automatic Electroencephalogram Artifact Removal Using Deep Convolutional Neural Networks.
IEEE Access, 2021

2020
Application of self-organizing map to identify nocturnal epileptic seizures.
Neural Comput. Appl., 2020

Convolutional Neural Network for Seizure Detection of Nocturnal Frontal Lobe Epilepsy.
Complex., 2020

2017
Editorial.
Trans. Mach. Learn. Data Min., 2017

A Realistic Seizure Prediction Study Based on Multiclass SVM.
Int. J. Neural Syst., 2017

Mixed-Integer Programming Model for Profiling Disease Biomarkers from Gene Expression Studies.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2016
Is fuzzy control the best first course in control theory?
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

A-phases subtype detection using different classification methods.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

2015
Early Seizure Detection Using Neuronal Potential Similarity: A Generalized Low-Complexity and Robust Measure.
Int. J. Neural Syst., 2015

Angle constrained path for clustering of multiple manifolds.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

An alternative methodology for the estimation of frequency changes in electroencephalogram signals.
Proceedings of the 2015 3rd Experiment International Conference (exp.at'15), 2015

Automatic identification of Cyclic Alternating Pattern (CAP) sequences based on the Teager Energy Operator.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Epileptic Seizure Detection using Bipolar Singular Value Decomposition.
Proceedings of the BIOSIGNALS 2015, 2015

2014
Affine Neural Network-Based Predictive Control Applied to a Distributed Solar Collector Field.
IEEE Trans. Control. Syst. Technol., 2014

A new algorithm for detection of epileptic seizures based on HRV signal.
J. Exp. Theor. Artif. Intell., 2014

Epileptic seizure predictors based on computational intelligence techniques: A comparative study with 278 patients.
Comput. Methods Programs Biomed., 2014

Optimal preictal period in seizure prediction.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Robust and low complexity algorithms for seizure detection.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

2013
Real-time epileptic seizure prediction at Centro Hospitalar e Universitário de Coimbra.
Proceedings of the 2013 2nd Experiment@ International Conference (exp.at'13), 2013

Seizure prediction with bipolar spectral power features using Adaboost and SVM classifiers.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Systems and Control for Biomedical Engineering Students.
Proceedings of the 9th IFAC Symposium Advances in Control Education, 2012

An Incremental Hypersphere Learning Framework for Protein Membership Prediction.
Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Output regularization of SVM seizure predictors: Kalman Filter versus the "Firing Power" method.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Space time frequency (STF) code tensor for the characterization of the epileptic preictal stage.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Epileptic seizure prediction based on a bivariate spectral power methodology.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

2011
Modelling Proteolytic Enzymes With Support Vector Machines.
J. Integr. Bioinform., 2011

Peptidase Detection and Classification Using Enhanced Kernel Methods with Feature Selection.
Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, 2011

Detecting User-Visible Failures in Web-Sites by Using End-to-End Fine-Grained Monitoring: An Experimental Study.
Proceedings of The Tenth IEEE International Symposium on Networking Computing and Applications, 2011

Optimized feature subsets for epileptic seizure prediction studies.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Wepilet, optimal orthogonal wavelets for epileptic seizure prediction with one single surface channel.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Ontology and Knowledge Management System on Epilepsy and Epileptic Seizures.
Proceedings of the Workshop on Semantic Web Applications and Tools for Life Sciences, 2010

2009
Combining Multidimensional Scaling and Computational Intelligence for Industrial Monitoring.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2009

Epileptic Seizure Prediction and the Dimensionality Reduction Problem.
Proceedings of the Artificial Neural Networks, 2009

Industrial Monitoring by Evolving Fuzzy Systems.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

eFSLab: Developing evolving fuzzy systems from data in a friendly environment.
Proceedings of the 10th European Control Conference, 2009

2008
Epileptic Seizure Classification Using Neural Networks with 14 Features.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

VISRED II - Introducing Metaheuristics in Multidimensional Scaling.
Proceedings of the Advances in Data Mining. 8th Industrial Conference, 2008

An Application for Electroencephalogram Mining for Epileptic Seizure Prediction.
Proceedings of the Advances in Data Mining. Medical Applications, 2008

Towards Personalized Neural Networks for Epileptic Seizure Prediction.
Proceedings of the Artificial Neural Networks, 2008

Combining Energy and Wavelet Transform for Epileptic Seizure Prediction in an Advanced Computational System.
Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics, 2008

2007
VISRED -Numerical Data Mining with Linear and Nonlinear Techniques.
Proceedings of the Advances in Data Mining. Theoretical Aspects and Applications, 2007

2006
Iterative Multidimensional Scaling for Industrial Process Monitoring.
Proceedings of the IEEE International Conference on Systems, 2006

2004
Interpretability and learning in neuro-fuzzy systems.
Fuzzy Sets Syst., 2004

A vision-based system for automatic growing ring detection and measurement.
Comput. Ind. Eng., 2004

On-Line Extraction of Fuzzy Rules in a Wastewater Treatment Plant.
Proceedings of the Artificial Intelligence Applications and Innovations, 2004

2002
Bayes Information Criterion for Tikhonov Regularization with Linear Constraints: Application to Spectral Data Estimation.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
On the estimation of spectral data: a genetic algorithm approach.
Proceedings of the 2001 International Conference on Image Processing, 2001

Learning Spectral Calibration Parameters For Color Inspection.
Proceedings of the Eighth International Conference On Computer Vision (ICCV-01), Vancouver, British Columbia, Canada, July 7-14, 2001, 2001

Four definitions as a contribution to the third synthesis in control.
Proceedings of the 6th European Control Conference, 2001

2000
Constructive on-line learning for a neuro-fuzzy network with fuzzy sets obtained by Delaunay triangulation.
Proceedings of the 39th IEEE Conference on Decision and Control, 2000

Local Model Neuro-fuzzy Network Construction based on Support Vector Interface.
Proceedings of the Artificial Intelligence and Soft Computing, July 24-26, 2000, Banff, 2000

Extended Neural Model Predictive Control of Non-Linear Systems.
Proceedings of the Artificial Intelligence and Soft Computing, July 24-26, 2000, Banff, 2000

1999
Supervision and c-Means clustering of PID controllers for a solar power plant.
Int. J. Approx. Reason., 1999

Constrained GA Applied to Production and Energy Management of a Pulp and Paper Mill.
Proceedings of the 1999 ACM Symposium on Applied Computing, 1999

"Applying subtractive clustering for neuro-fuzzy modelling of a bleaching plant".
Proceedings of the 5th European Control Conference, 1999

Ahybridneural-decouplingpole placement controller and its application.
Proceedings of the 5th European Control Conference, 1999

Fuzzy supervisor and feedforward control of a solar power plant using accessible disturbances.
Proceedings of the 5th European Control Conference, 1999

1995
Industrial Kiln Multivariable Control: MNN and RBFNN Approaches.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

Lime Kiln Fault Detection and Diagnosis by Neural Networks.
Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995


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