Juan Luis Fernández Martínez

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 21

Top Topics

Tertiary Structure

Optimization Algorithm

Particle Swarm Optimization

Face Recognition

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

J. Comput. Biol.

Publications

Andrzej Kloczkowski, Juan Luis Fernández Martínez, Zulima Fernández-Muñiz
Computational Models for COVID-19 Dynamics Prediction. ICAISC (2) (2023)
Óscar Álvarez-Machancoses, Eshel Faraggi, Enrique J. de Andrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski
Prediction of Functional Effects of Protein Amino Acid Mutations. IWBBIO (2) (2023)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Óscar Álvarez-Machancoses, Guillermina Bea, Carlos M. Galmarini, Andrzej Kloczkowski
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 149 (2022)
José L. G. Pallero, Juan Luis Fernández Martínez, Zulima Fernández-Muñiz, Sylvain Bonvalot, G. Gabalda, T. Nalpas
GravPSO2D: A Matlab package for 2D gravity inversion in sedimentary basins using the Particle Swarm Optimization algorithm. Comput. Geosci. 146 (2021)
Óscar Álvarez-Machancoses, Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski
The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological Invariance. ICAISC (1) (2020)
Zulima Fernández-Muñiz, José L. G. Pallero, Juan Luis Fernández Martínez
Anomaly shape inversion via model reduction and PSO. Comput. Geosci. 140 (2020)
Juan Luis Fernández Martínez, Zulima Fernández-Muñiz
The curse of dimensionality in inverse problems. J. Comput. Appl. Math. 369 (2020)
Ana Cernea, Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Óscar Álvarez-Machancoses, Zulima Fernández-Muñiz, Leorey N. Saligan, Stephen T. Sonis
Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer. BMC Bioinform. (2) (2020)
Enrique J. deAndrés-Galiana, Guillermina Bea, Juan Luis Fernández Martínez, Leo N. Saligan
Analysis of defective pathways and drug repositioning in Multiple Sclerosis via machine learning approaches. Comput. Biol. Medicine 115 (2019)
Francisco Javier Fernández-Ovies, Edwin Santiago Alférez-Baquero, Enrique Juan de Andrés-Galiana, Ana Cernea, Zulima Fernández-Muñiz, Juan Luis Fernández Martínez
Detection of Breast Cancer Using Infrared Thermography and Deep Neural Networks. IWBBIO (2) (2019)
Ana Cernea, Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Zulima Fernández-Muñiz, Óscar Álvarez-Machancoses, Leorey N. Saligan, Stephen T. Sonis
Comparison of Different Sampling Algorithms for Phenotype Prediction. IWBBIO (2) (2018)
Óscar Álvarez, Juan Luis Fernández Martínez, Celia Fernández-Brillet, Ana Cernea, Zulima Fernández-Muñiz, Andrzej Kloczkowski
Principal component analysis in protein tertiary structure prediction. J. Bioinform. Comput. Biol. 16 (2) (2018)
José L. G. Pallero, María Zulima Fernández-Muñiz, Ana Cernea, Óscar Álvarez-Machancoses, Luis Mariano Pedruelo-González, Sylvain Bonvalot, Juan Luis Fernández Martínez
Particle Swarm Optimization and Uncertainty Assessment in Inverse Problems. Entropy 20 (2) (2018)
Óscar Álvarez, Juan Luis Fernández Martínez, Ana Cernea, María Zulima Fernández-Muñiz, Andrzej Kloczkowski
Protein Tertiary Structure Prediction via SVD and PSO Sampling. IWBBIO (1) (2018)
Ana Cernea, Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Zulima Fernández-Muñiz, Óscar Álvarez-Machancoses, Leorey N. Saligan, Stephen T. Sonis
Sampling Defective Pathways in Phenotype Prediction Problems via the Fisher's Ratio Sampler. IWBBIO (2) (2018)
Óscar Álvarez, Juan Luis Fernández Martínez, Celia Fernández-Brillet, Ana Cernea, Zulima Fernández-Muñiz, Andrzej Kloczkowski
On the Use of Principal Component Analysis and Particle Swarm Optimization in Protein Tertiary Structure Prediction. ICAISC (2) (2018)
Juan Luis Fernández Martínez, Ana Cernea, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Zulima Fernández-Muñiz, Óscar Álvarez-Machancoses, Leorey N. Saligan, Stephen T. Sonis
Sampling Defective Pathways in Phenotype Prediction Problems via the Holdout Sampler. IWBBIO (2) (2018)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Stephen T. Sonis
Design of Biomedical Robots for Phenotype Prediction Problems. J. Comput. Biol. 23 (8) (2016)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Leorey N. Saligan, Stephen T. Sonis
Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways. J. Comput. Biol. 23 (12) (2016)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Stephen T. Sonis
Sensitivity analysis of gene ranking methods in phenotype prediction. J. Biomed. Informatics 64 (2016)
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Oscar Luaces, Juan José del Coz, Leticia Huergo-Zapico, Andrea Acebes-Huerta, Segundo González, Ana P. González-Rodríguez
Analysis of clinical prognostic variables for Chronic Lymphocytic Leukemia decision-making problems. J. Biomed. Informatics 60 (2016)
Juan Luis Fernández Martínez, Ana Cernea
Exploring the Uncertainty Space of Ensemble Classifiers in Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 29 (3) (2015)
Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Stephen T. Sonis
Design of Biomedical Robots for the Analysis of Cancer, Neurodegenerative and Rare Diseases. ICMMI (2015)
Ana Cernea, Juan Luis Fernández Martínez
Unsupervised Ensemble Classification for Biometric Applications. Int. J. Pattern Recognit. Artif. Intell. 28 (4) (2014)
Esperanza García Gonzalo, Juan Luis Fernández Martínez
Convergence and stochastic stability analysis of particle swarm optimization variants with generic parameter distributions. Appl. Math. Comput. 249 (2014)
Juan Luis Fernández Martínez, Ana Cernea
Numerical Analysis and Comparison of spectral Decomposition Methods in Biometric Applications. Int. J. Pattern Recognit. Artif. Intell. 28 (1) (2014)
Esperanza García Gonzalo, Juan Luis Fernández Martínez, Ana Cernea
Four-Points Particle Swarm Optimization Algorithms. J. Multiple Valued Log. Soft Comput. 22 (3) (2014)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
Particle swarm optimisation: time for uniformisation. Int. J. Comput. Sci. Math. 4 (1) (2013)
Juan Luis Fernández Martínez, Ana Cernea, Esperanza García Gonzalo, Julián Velasco, Bijaya Ketan Panigrahi
Aligned PSO for Optimization of Image Processing Methods Applied to the Face Recognition Problem. SEMCCO (1) (2013)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
Stochastic stability and numerical Analysis of Two Novel Algorithms of the PSO Family: pp-Gpso and RR-Gpso. Int. J. Artif. Intell. Tools 21 (3) (2012)
Juan Luis Fernández Martínez, Esperanza García Gonzalo, Saras Saraswathi, Robert L. Jernigan, Andrzej Kloczkowski
Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling. ICSI (1) (2011)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
Stochastic Stability Analysis of the Linear Continuous and Discrete PSO Models. IEEE Trans. Evol. Comput. 15 (3) (2011)
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo, Zulima Fernández-Muñiz
Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques. Math. Comput. Model. 54 (11-12) (2011)
Juan Luis Fernández Martínez, Michael Tompkins, Zulima Fernández-Muñiz, Tapan Mukerji
Inverse Problems and Model Reduction Techniques. SMPS (2010)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
Two Algorithms of the Extended PSO Family. IJCCI (ICEC) (2010)
Juan Luis Fernández Martínez, Esperanza García Gonzalo, Zulima Fernández-Muñiz, Gregoire Mariethoz, Tapan Mukerji
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques. Int. J. Appl. Evol. Comput. 1 (3) (2010)
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo
Particle Swarm Optimization in High Dimensional Spaces. ANTS Conference (2010)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
PSO Advances and Application to Inverse Problems. SEMCCO (2010)
Juan Luis Fernández Martínez, Michael Tompkins, Tapan Mukerji, David Alumbaugh
Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces. SMPS (2010)
Esperanza García Gonzalo, Juan Luis Fernández Martínez
Particle Swarm Optimization and Inverse Problems. SMPS (2010)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
The PSO family: deduction, stochastic analysis and comparison. Swarm Intell. 3 (4) (2009)
Juan Luis Fernández Martínez, Richard J. Lisle
-based program for structural analysis of folds mapped by GPS or seismic methods. Comput. Geosci. 35 (2) (2009)
Juan Luis Fernández Martínez, L. M. Pedruelo González, Esperanza García Gonzalo
-based program for traveltime analysis and velocity tuning in 2D elliptical anisotropic media. Comput. Geosci. 35 (10) (2009)
Juan Luis Fernández Martínez, J. P. Fernández-Alvarez, L. M. Pedruelo González
-based program for traveltime quality analysis and pre-inversion velocity tuning in 2D transmission tomography. Comput. Geosci. 34 (3) (2008)
Richard J. Lisle, Juan Luis Fernández Martínez, N. Bobillo-Ares, Omar Menéndez, Jesús Aller, Fernando Bastida
- based program for fold shape classification. Comput. Geosci. 32 (1) (2006)