Fernando Rojas Ruiz

According to our database1, Fernando Rojas Ruiz authored at least 59 papers between 2000 and 2020.

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

Timeline

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PhD thesis 
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Bibliography

2020
Computational Intelligence Methods for Time Series Analysis and Forecasting: Special Issue of IWANN 2017.
Neural Process. Lett., 2020

Evaluating Mutual Information and Chi-Square Metrics in Text Features Selection Process: A Study Case Applied to the Text Classification in PubMed.
Proceedings of the Bioinformatics and Biomedical Engineering, 2020

2018
Parkinson's Disease Database Analysis of Stereotactic Coordinates Related to Clinical Outcomes.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018

2017
Automatic Glissade Determination Through a Mathematical Model in Electrooculographic Records.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Evaluation of Algorithms for Automatic Classification of Heart Sound Signals.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

Evaluation of the Differentiation of Noisy Electrooculographic Records Using Continuous Wavelet Transform.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017

2015
Evaluation of Fitting Functions for the Saccade Velocity Profile in Electrooculographic Records.
Proceedings of the Advances in Computational Intelligence, 2015

2014
Development of Soft-Computing techniques capable of diagnosing Alzheimers Disease in its pre-clinical stage combining MRI and FDG-PET images.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

Advances in bioinformatics using soft-computing paradigms.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

2013
Human activity recognition based on a sensor weighting hierarchical classifier.
Soft Comput., 2013

Identification of saccadic components in spinocerebellar ataxia applying an independent component analysis algorithm.
Neurocomputing, 2013

Optimizing multiple sequence alignments using a genetic algorithm based on three objectives: structural information, non-gaps percentage and totally conserved columns.
Bioinform., 2013

Intelligent Systems to Autonomously Classify Several Arrhythmia Using Information from ECG.
Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

Using intelligent system for medical decision-making to magnetic resonance imaging.
Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2013

Comparison of different computational intelligent classifier to autonomously detect cardiac pathologies diagnosed by ECG.
Proceedings of the 13th International Conference on Intellient Systems Design and Applications, 2013

2011
Pulse Component Modification Detection in Spino Cerebellar Ataxia 2 Using ICA.
Proceedings of the Advances in Computational Intelligence, 2011

A New Methotology for Adaptive Fuzzy Controller. Comparison Performance against Several Control Algorithms in a Real Time Control Process.
Proceedings of the ECTA and FCTA 2011, 2011

EogStudio - A Software Platform for Processing Electrooculography Recordings.
Proceedings of the NCTA 2011, 2011

2010
Computer-Aided Diagnosis of Ataxia SCA-2 Using a Blind Source Separation Algorithm.
Cogn. Comput., 2010

Sleeping with ants, SVMs, multilayer perceptrons and SOMs.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

Evaluation of electro-oculography data for ataxia SCA-2 classification: A blind source separation approach.
Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

2009
Intelligent Classifier for Atrial Fibrillation (ECG).
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Intelligent Classifier for Atrial Fibrillation (ECG).
Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Advances in Ataxia SCA-2 Diagnosis Using Independent Component Analysis.
Proceedings of the Advances in Nonlinear Speech Processing, 2009

Independent Component Analysis Aided Diagnosis of Cuban Spino Cerebellar Ataxia 2.
Proceedings of the Artificial Neural Networks, 2009

2008
Studying possibility in a clustering algorithm for RBFNN design for function approximation.
Neural Comput. Appl., 2008

Soft-computing techniques and ARMA model for time series prediction.
Neurocomputing, 2008

Hybridization of intelligent techniques and ARIMA models for time series prediction.
Fuzzy Sets Syst., 2008

2007
Output value-based initialization for radial basis function neural networks.
Neural Process. Lett., 2007

Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms.
Int. J. Approx. Reason., 2007

A Genetic Programming Approach for Classification of the Spontaneous Termination of Atrial Fibrillation.
Proceedings of the International Conference on Bioinformatics & Computational Biology, 2007

2006
Multi-objective evolution of fuzzy systems.
Soft Comput., 2006

Optimizing blind source separation with guided genetic algorithms.
Neurocomputing, 2006

Adaptive fuzzy controller: Application to the control of the temperature of a dynamic room in real time.
Fuzzy Sets Syst., 2006

A Canonical Genetic Algorithm for Blind Inversion of Linear Channels.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2006

2005
Analysis of Variance of Three Contrast Functions in a Genetic Algorithm for Non-linear Blind Source Separation.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Approximating I/O Data Using Radial Basis Functions: A New Clustering-Based Approach.
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005

Assessing the Performance of Several Fitness Functions in a Genetic Algorithm for Nonlinear Separation of Sources.
Proceedings of the Advances in Natural Computation, First International Conference, 2005

Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network.
Proceedings of the ESANN 2005, 2005

Analysis of contrast functions in a genetic algorithm for post-nonlinear blind source separation.
Proceedings of the ESANN 2005, 2005

2004
Blind source separation in post-nonlinear mixtures using competitive learning, Simulated annealing, and a genetic algorithm.
IEEE Trans. Syst. Man Cybern. Part C, 2004

The Synergy between Classical and Soft-Computing Techniques for Time Series Prediction.
Proceedings of the MICAI 2004: Advances in Artificial Intelligence, 2004

Hybridizing Genetic Algorithms with ICA in Higher Dimension.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Lattice ICA for the separation of speech signals.
Proceedings of the ESANN 2004, 2004

2003
Statistical Analysis of the Different Operator Involved in the Fuzzy Inference Process.
Proceedings of the Fuzzy Logic and Applications, 5th International Workshop, 2003

Sequential Learning Algorithm of Neural Networks Systems for Time Series.
Proceedings of the KI 2003: Advances in Artificial Intelligence, 2003

An Independent Component Analysis Evolution Based Method for Nonlinear Speech Processing.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Evolutionary Algorithm Using Mutual Information for Independent Component Analysis.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

A New Geometrical ICA-based Method for Blind Separation of Speech Signals.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

Neural Net with Two Hidden Layers for Non-Linear Blind Source Separation.
Proceedings of the ESANN 2003, 2003

Analysis of the Functional Block and Operator Involved in Fuzzy System Design.
Proceedings of the Current Topics in Artificial Intelligence, 2003

The Synergy of GA and Fuzzy Systems for Multidimensional Problem: Application to Time Series Prediction.
Proceedings of the Current Topics in Artificial Intelligence, 2003

2002
A two-stage approach to self-learning direct fuzzy controllers.
Int. J. Approx. Reason., 2002

Applying Neural Networks and Genetic Algorithms to the Separation of Sources.
Proceedings of the Advances in Artificial Intelligence, 2002

2001
Multidimensional and multideme genetic algorithms for the construction of fuzzy systems.
Int. J. Approx. Reason., 2001

The synergy between multideme genetic algorithms and fuzzy systems.
Proceedings of the ESANN 2001, 2001

2000
Short-Term Prediction of Chaotic Time Series by Using RBF Network with Regression Weights.
Int. J. Neural Syst., 2000


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