Juan Luis Fernández Martínez

46 papers Journal 28Unranked 18
YearRankTypeTitle / Venue / Authors
2023 — conf
Computational Models for COVID-19 Dynamics Prediction.
ICAISC (2)
Andrzej Kloczkowski, Juan Luis Fernández Martínez, Zulima Fernández-Muñiz
2023 — conf
Prediction of Functional Effects of Protein Amino Acid Mutations.
IWBBIO (2)
Óscar Álvarez-Machancoses, Eshel Faraggi, Enrique J. de Andrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski
2022 J jnl
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
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Óscar Álvarez-Machancoses, Guillermina Bea, Carlos M. Galmarini, Andrzej Kloczkowski
2022 J jnl
Classification and prediction of bulk densities of states and chemical attributes with machine learning techniques.
Appl. Math. Comput.
Claudio Sánchez Pérez de Amézaga, Víctor M. García-Suárez, Juan Luis Fernández Martínez
2021 J jnl
GravPSO2D: A Matlab package for 2D gravity inversion in sedimentary basins using the Particle Swarm Optimization algorithm.
Comput. Geosci.
José L. G. Pallero, Juan Luis Fernández Martínez, Zulima Fernández-Muñiz, Sylvain Bonvalot, Germinal Gabalda, T. Nalpas
2020 J jnl
Anomaly shape inversion via model reduction and PSO.
Comput. Geosci.
Zulima Fernández-Muñiz, José L. G. Pallero, Juan Luis Fernández Martínez
2020 J jnl
Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer.
BMC Bioinform.
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
2020 — conf
The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological Invariance.
ICAISC (1)
Óscar Álvarez-Machancoses, Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Andrzej Kloczkowski
2020 J jnl
The curse of dimensionality in inverse problems.
J. Comput. Appl. Math.
Juan Luis Fernández Martínez, Zulima Fernández-Muñiz
2019 J jnl
Analysis of defective pathways and drug repositioning in Multiple Sclerosis via machine learning approaches.
Comput. Biol. Medicine
Enrique J. deAndrés-Galiana, Guillermina Bea, Juan Luis Fernández Martínez, Leo N. Saligan
2019 — conf
Detection of Breast Cancer Using Infrared Thermography and Deep Neural Networks.
IWBBIO (2)
Francisco Javier Fernández-Ovies, Edwin Santiago Alférez-Baquero, Enrique Juan de Andrés-Galiana, Ana Cernea, Zulima Fernández-Muñiz, Juan Luis Fernández Martínez
2018 — conf
Comparison of Different Sampling Algorithms for Phenotype Prediction.
IWBBIO (2)
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
2018 — conf
On the Use of Principal Component Analysis and Particle Swarm Optimization in Protein Tertiary Structure Prediction.
ICAISC (2)
Óscar Álvarez, Juan Luis Fernández Martínez, Celia Fernández-Brillet, Ana Cernea, Zulima Fernández-Muñiz, Andrzej Kloczkowski
2018 J jnl
Particle Swarm Optimization and Uncertainty Assessment in Inverse Problems.
Entropy
José L. G. Pallero, María Zulima Fernández-Muñiz, Ana Cernea, Óscar Álvarez-Machancoses, Luis Mariano Pedruelo-González, Sylvain Bonvalot, Juan Luis Fernández Martínez
2018 J jnl
Principal component analysis in protein tertiary structure prediction.
J. Bioinform. Comput. Biol.
Óscar Álvarez, Juan Luis Fernández Martínez, Celia Fernández-Brillet, Ana Cernea, Zulima Fernández-Muñiz, Andrzej Kloczkowski
2018 — conf
Protein Tertiary Structure Prediction via SVD and PSO Sampling.
IWBBIO (1)
Óscar Álvarez, Juan Luis Fernández Martínez, Ana Cernea, María Zulima Fernández-Muñiz, Andrzej Kloczkowski
2018 — conf
Sampling Defective Pathways in Phenotype Prediction Problems via the Fisher's Ratio Sampler.
IWBBIO (2)
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
2018 — conf
Sampling Defective Pathways in Phenotype Prediction Problems via the Holdout Sampler.
IWBBIO (2)
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
2016 J jnl
Analysis of clinical prognostic variables for Chronic Lymphocytic Leukemia decision-making problems.
J. Biomed. Informatics
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
2016 J jnl
Design of Biomedical Robots for Phenotype Prediction Problems.
J. Comput. Biol.
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Stephen T. Sonis
2016 J jnl
Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways.
J. Comput. Biol.
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Leorey N. Saligan, Stephen T. Sonis
2016 J jnl
Sensitivity analysis of gene ranking methods in phenotype prediction.
J. Biomed. Informatics
Enrique J. deAndrés-Galiana, Juan Luis Fernández Martínez, Stephen T. Sonis
2015 — conf
Design of Biomedical Robots for the Analysis of Cancer, Neurodegenerative and Rare Diseases.
ICMMI
Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Stephen T. Sonis
2015 J jnl
Exploring the Uncertainty Space of Ensemble Classifiers in Face Recognition.
Int. J. Pattern Recognit. Artif. Intell.
Juan Luis Fernández Martínez, Ana Cernea
2014 J jnl
Convergence and stochastic stability analysis of particle swarm optimization variants with generic parameter distributions.
Appl. Math. Comput.
Esperanza García Gonzalo, Juan Luis Fernández Martínez
2014 J jnl
Four-Points Particle Swarm Optimization Algorithms.
J. Multiple Valued Log. Soft Comput.
Esperanza García Gonzalo, Juan Luis Fernández Martínez, Ana Cernea
2014 J jnl
Numerical Analysis and Comparison of spectral Decomposition Methods in Biometric Applications.
Int. J. Pattern Recognit. Artif. Intell.
Juan Luis Fernández Martínez, Ana Cernea
2014 J jnl
Unsupervised Ensemble Classification for Biometric Applications.
Int. J. Pattern Recognit. Artif. Intell.
Ana Cernea, Juan Luis Fernández Martínez
2013 — conf
Aligned PSO for Optimization of Image Processing Methods Applied to the Face Recognition Problem.
SEMCCO (1)
Juan Luis Fernández Martínez, Ana Cernea, Esperanza García Gonzalo, Julián Velasco, Bijaya Ketan Panigrahi
2013 J jnl
Particle swarm optimisation: time for uniformisation.
Int. J. Comput. Sci. Math.
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2012 J jnl
Stochastic stability and numerical Analysis of Two Novel Algorithms of the PSO Family: pp-Gpso and RR-Gpso.
Int. J. Artif. Intell. Tools
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2011 — conf
Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling.
ICSI (1)
Juan Luis Fernández Martínez, Esperanza García Gonzalo, Saras Saraswathi, Robert L. Jernigan, Andrzej Kloczkowski
2011 J jnl
Stochastic Stability Analysis of the Linear Continuous and Discrete PSO Models.
IEEE Trans. Evol. Comput.
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2011 J jnl
Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques.
Math. Comput. Model.
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo, Zulima Fernández-Muñiz
2010 — conf
Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces.
SMPS
Juan Luis Fernández Martínez, Michael Tompkins, Tapan Mukerji, David Alumbaugh
2010 — conf
Inverse Problems and Model Reduction Techniques.
SMPS
Juan Luis Fernández Martínez, Michael Tompkins, Zulima Fernández-Muñiz, Tapan Mukerji
2010 — conf
PSO Advances and Application to Inverse Problems.
SEMCCO
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2010 — conf
Particle Swarm Optimization and Inverse Problems.
SMPS
Esperanza García Gonzalo, Juan Luis Fernández Martínez
2010 — conf
Particle Swarm Optimization in High Dimensional Spaces.
ANTS Conference
Juan Luis Fernández Martínez, Tapan Mukerji, Esperanza García Gonzalo
2010 J jnl
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques.
Int. J. Appl. Evol. Comput.
Juan Luis Fernández Martínez, Esperanza García Gonzalo, Zulima Fernández-Muñiz, Grégoire Mariéthoz, Tapan Mukerji
2010 — conf
Two Algorithms of the Extended PSO Family.
IJCCI (ICEC)
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2009 J jnl
AMTCLAB: A MATLAB
Comput. Geosci.
Juan Luis Fernández Martínez, L. M. Pedruelo González, Esperanza García Gonzalo
2009 J jnl
GenLab: A MATLAB
Comput. Geosci.
Juan Luis Fernández Martínez, Richard J. Lisle
2009 J jnl
The PSO family: deduction, stochastic analysis and comparison.
Swarm Intell.
Juan Luis Fernández Martínez, Esperanza García Gonzalo
2008 J jnl
MTCLAB: A MATLAB
Comput. Geosci.
Juan Luis Fernández Martínez, J. P. Fernández-Alvarez, L. M. Pedruelo González
2006 J jnl
FOLD PROFILER: A MATLAB
Comput. Geosci.
Richard J. Lisle, Juan Luis Fernández Martínez, N. Bobillo-Ares, Omar Menéndez, Jesús Aller, Fernando Bastida