Juan Luis Fernández Martínez

Orcid: 0000-0002-4758-2832

According to our database1, Juan Luis Fernández Martínez authored at least 46 papers between 2006 and 2023.

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

Timeline

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Bibliography

2023
Prediction of Functional Effects of Protein Amino Acid Mutations.
Proceedings of the Bioinformatics and Biomedical Engineering, 2023

Computational Models for COVID-19 Dynamics Prediction.
Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022
Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and helps to develop fast-track repositioning of drugs against COVID-19.
Comput. Biol. Medicine, 2022

Classification and prediction of bulk densities of states and chemical attributes with machine learning techniques.
Appl. Math. Comput., 2022

2021
GravPSO2D: A Matlab package for 2D gravity inversion in sedimentary basins using the Particle Swarm Optimization algorithm.
Comput. Geosci., 2021

2020
Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer.
BMC Bioinform., March, 2020

The curse of dimensionality in inverse problems.
J. Comput. Appl. Math., 2020

Anomaly shape inversion via model reduction and PSO.
Comput. Geosci., 2020

The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological Invariance.
Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019
Analysis of defective pathways and drug repositioning in Multiple Sclerosis via machine learning approaches.
Comput. Biol. Medicine, 2019

Detection of Breast Cancer Using Infrared Thermography and Deep Neural Networks.
Proceedings of the Bioinformatics and Biomedical Engineering, 2019

2018
Principal component analysis in protein tertiary structure prediction.
J. Bioinform. Comput. Biol., 2018

Particle Swarm Optimization and Uncertainty Assessment in Inverse Problems.
Entropy, 2018

Sampling Defective Pathways in Phenotype Prediction Problems via the Holdout Sampler.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018

Comparison of Different Sampling Algorithms for Phenotype Prediction.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018

Sampling Defective Pathways in Phenotype Prediction Problems via the Fisher's Ratio Sampler.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018

Protein Tertiary Structure Prediction via SVD and PSO Sampling.
Proceedings of the Bioinformatics and Biomedical Engineering, 2018

On the Use of Principal Component Analysis and Particle Swarm Optimization in Protein Tertiary Structure Prediction.
Proceedings of the Artificial Intelligence and Soft Computing, 2018

2016
Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways.
J. Comput. Biol., 2016

Design of Biomedical Robots for Phenotype Prediction Problems.
J. Comput. Biol., 2016

Sensitivity analysis of gene ranking methods in phenotype prediction.
J. Biomed. Informatics, 2016

Analysis of clinical prognostic variables for Chronic Lymphocytic Leukemia decision-making problems.
J. Biomed. Informatics, 2016

2015
Exploring the Uncertainty Space of Ensemble Classifiers in Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2015

Design of Biomedical Robots for the Analysis of Cancer, Neurodegenerative and Rare Diseases.
Proceedings of the Man-Machine Interactions 4, 2015

2014
Four-Points Particle Swarm Optimization Algorithms.
J. Multiple Valued Log. Soft Comput., 2014

Numerical Analysis and Comparison of spectral Decomposition Methods in Biometric Applications.
Int. J. Pattern Recognit. Artif. Intell., 2014

Unsupervised Ensemble Classification for Biometric Applications.
Int. J. Pattern Recognit. Artif. Intell., 2014

Convergence and stochastic stability analysis of particle swarm optimization variants with generic parameter distributions.
Appl. Math. Comput., 2014

2013
Particle swarm optimisation: time for uniformisation.
Int. J. Comput. Sci. Math., 2013

Aligned PSO for Optimization of Image Processing Methods Applied to the Face Recognition Problem.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2013

2012
Stochastic stability and numerical Analysis of Two Novel Algorithms of the PSO Family: pp-Gpso and RR-Gpso.
Int. J. Artif. Intell. Tools, 2012

2011
Stochastic Stability Analysis of the Linear Continuous and Discrete PSO Models.
IEEE Trans. Evol. Comput., 2011

Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques.
Math. Comput. Model., 2011

Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling.
Proceedings of the Advances in Swarm Intelligence - Second International Conference, 2011

2010
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques.
Int. J. Appl. Evol. Comput., 2010

Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Inverse Problems and Model Reduction Techniques.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

Particle Swarm Optimization and Inverse Problems.
Proceedings of the Combining Soft Computing and Statistical Methods in Data Analysis, 2010

PSO Advances and Application to Inverse Problems.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2010

Two Algorithms of the Extended PSO Family.
Proceedings of the ICEC 2010 - Proceedings of the International Conference on Evolutionary Computation, [part of the International Joint Conference on Computational Intelligence IJCCI 2010], Valencia, Spain, October 24, 2010

Particle Swarm Optimization in High Dimensional Spaces.
Proceedings of the Swarm Intelligence - 7th International Conference, 2010

2009
The PSO family: deduction, stochastic analysis and comparison.
Swarm Intell., 2009

AMTCLAB: A MATLAB<sup>®</sup>-based program for traveltime analysis and velocity tuning in 2D elliptical anisotropic media.
Comput. Geosci., 2009

GenLab: A MATLAB<sup>®</sup>-based program for structural analysis of folds mapped by GPS or seismic methods.
Comput. Geosci., 2009

2008
MTCLAB: A MATLAB<sup>®</sup>-based program for traveltime quality analysis and pre-inversion velocity tuning in 2D transmission tomography.
Comput. Geosci., 2008

2006
FOLD PROFILER: A MATLAB<sup>®</sup> - based program for fold shape classification.
Comput. Geosci., 2006


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