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Juan Luis Fernández Martínez
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2020 – today
- 2023
- [c18]Andrzej Kloczkowski
, Juan Luis Fernández Martínez
Computational Models for COVID-19 Dynamics Prediction. ICAISC (2) 2023: 228-238 - [c17]Óscar Álvarez-Machancoses
Prediction of Functional Effects of Protein Amino Acid Mutations. IWBBIO (2) 2023: 59-71 - 2022
- [j28]Claudio Sánchez Pérez de Amézaga, Víctor M. García-Suárez, Juan Luis Fernández Martínez
Classification and prediction of bulk densities of states and chemical attributes with machine learning techniques. Appl. Math. Comput. 412: 126587 (2022) - [j27]Enrique J. deAndrés-Galiana
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: 106029 (2022) - 2021
- [j26]José L. G. Pallero, Juan Luis Fernández Martínez, Zulima Fernández-Muñiz
GravPSO2D: A Matlab package for 2D gravity inversion in sedimentary basins using the Particle Swarm Optimization algorithm. Comput. Geosci. 146: 104653 (2021) - 2020
- [j25]Ana Cernea, Juan Luis Fernández Martínez, Enrique J. deAndrés-Galiana, Francisco Javier Fernández-Ovies, Óscar Álvarez-Machancoses, Zulima Fernández-Muñiz
Robust pathway sampling in phenotype prediction. Application to triple negative breast cancer. BMC Bioinform. 21-S(2): 89 (2020) - [j24]Zulima Fernández-Muñiz
Anomaly shape inversion via model reduction and PSO. Comput. Geosci. 140: 104492 (2020) - [j23]Juan Luis Fernández Martínez
The curse of dimensionality in inverse problems. J. Comput. Appl. Math. 369 (2020) - [c16]Óscar Álvarez-Machancoses
The Utilization of Different Classifiers to Perform Drug Repositioning in Inclusion Body Myositis Supports the Concept of Biological Invariance. ICAISC (1) 2020: 589-598
2010 – 2019
- 2019
- [j22]Enrique J. deAndrés-Galiana
Analysis of defective pathways and drug repositioning in Multiple Sclerosis via machine learning approaches. Comput. Biol. Medicine 115 (2019) - [c15]Francisco Javier Fernández-Ovies, Edwin Santiago Alférez-Baquero, Enrique Juan de Andrés-Galiana, Ana Cernea, Zulima Fernández-Muñiz
Detection of Breast Cancer Using Infrared Thermography and Deep Neural Networks. IWBBIO (2) 2019: 514-523 - 2018
- [j21]José L. G. Pallero
Particle Swarm Optimization and Uncertainty Assessment in Inverse Problems. Entropy 20(2): 96 (2018) - [j20]Óscar Álvarez
Principal component analysis in protein tertiary structure prediction. J. Bioinform. Comput. Biol. 16(2): 1850005:1-1850005:34 (2018) - [c14]Óscar Álvarez
On the Use of Principal Component Analysis and Particle Swarm Optimization in Protein Tertiary Structure Prediction. ICAISC (2) 2018: 107-116 - [c13]Ana Cernea, Juan Luis Fernández Martínez
Sampling Defective Pathways in Phenotype Prediction Problems via the Fisher's Ratio Sampler. IWBBIO (2) 2018: 15-23 - [c12]Juan Luis Fernández Martínez
Sampling Defective Pathways in Phenotype Prediction Problems via the Holdout Sampler. IWBBIO (2) 2018: 24-32 - [c11]Ana Cernea
Comparison of Different Sampling Algorithms for Phenotype Prediction. IWBBIO (2) 2018: 33-45 - [c10]Óscar Álvarez
Protein Tertiary Structure Prediction via SVD and PSO Sampling. IWBBIO (1) 2018: 211-220 - 2016
- [j19]Enrique J. deAndrés-Galiana
Analysis of clinical prognostic variables for Chronic Lymphocytic Leukemia decision-making problems. J. Biomed. Informatics 60: 342-351 (2016) - [j18]Enrique J. deAndrés-Galiana
Sensitivity analysis of gene ranking methods in phenotype prediction. J. Biomed. Informatics 64: 255-264 (2016) - [j17]Enrique J. deAndrés-Galiana
Design of Biomedical Robots for Phenotype Prediction Problems. J. Comput. Biol. 23(8): 678-692 (2016) - [j16]Enrique J. deAndrés-Galiana
Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways. J. Comput. Biol. 23(12): 957-968 (2016) - 2015
- [j15]Juan Luis Fernández Martínez
Exploring the Uncertainty Space of Ensemble Classifiers in Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 29(3): 1556002:1-1556002:24 (2015) - [c9]Juan Luis Fernández Martínez
Design of Biomedical Robots for the Analysis of Cancer, Neurodegenerative and Rare Diseases. ICMMI 2015: 29-43 - 2014
- [j14]Esperanza García Gonzalo
Convergence and stochastic stability analysis of particle swarm optimization variants with generic parameter distributions. Appl. Math. Comput. 249: 286-302 (2014) - [j13]Juan Luis Fernández Martínez
Numerical Analysis and Comparison of spectral Decomposition Methods in Biometric Applications. Int. J. Pattern Recognit. Artif. Intell. 28(1) (2014) - [j12]Ana Cernea, Juan Luis Fernández Martínez
Unsupervised Ensemble Classification for Biometric Applications. Int. J. Pattern Recognit. Artif. Intell. 28(4) (2014) - [j11]Esperanza García Gonzalo, Juan Luis Fernández Martínez, Ana Cernea:
Four-Points Particle Swarm Optimization Algorithms. J. Multiple Valued Log. Soft Comput. 22(3): 239-266 (2014) - 2013
- [j10]Juan Luis Fernández Martínez
Particle swarm optimisation: time for uniformisation. Int. J. Comput. Sci. Math. 4(1): 16-33 (2013) - [c8]Juan Luis Fernández Martínez
Aligned PSO for Optimization of Image Processing Methods Applied to the Face Recognition Problem. SEMCCO (1) 2013: 642-651 - 2012
- [j9]Juan Luis Fernández Martínez
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) - 2011
- [j8]Juan Luis Fernández Martínez
Uncertainty assessment for inverse problems in high dimensional spaces using particle swarm optimization and model reduction techniques. Math. Comput. Model. 54(11-12): 2889-2899 (2011) - [j7]Juan Luis Fernández Martínez
Stochastic Stability Analysis of the Linear Continuous and Discrete PSO Models. IEEE Trans. Evol. Comput. 15(3): 405-423 (2011) - [c7]Juan Luis Fernández Martínez
Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling. ICSI (1) 2011: 1-8 - 2010
- [j6]Juan Luis Fernández Martínez
Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques. Int. J. Appl. Evol. Comput. 1(3): 27-48 (2010) - [c6]Juan Luis Fernández Martínez
Particle Swarm Optimization in High Dimensional Spaces. ANTS Conference 2010: 496-503 - [c5]Juan Luis Fernández Martínez, Esperanza García Gonzalo:
Two Algorithms of the Extended PSO Family. IJCCI (ICEC) 2010: 237-242 - [c4]Juan Luis Fernández Martínez
PSO Advances and Application to Inverse Problems. SEMCCO 2010: 147-154 - [c3]Juan Luis Fernández Martínez
Geometric Sampling: An Approach to Uncertainty in High Dimensional Spaces. SMPS 2010: 247-254 - [c2]Juan Luis Fernández Martínez
Inverse Problems and Model Reduction Techniques. SMPS 2010: 255-262 - [c1]Esperanza García Gonzalo, Juan Luis Fernández Martínez
Particle Swarm Optimization and Inverse Problems. SMPS 2010: 289-296
2000 – 2009
- 2009
- [j5]Juan Luis Fernández Martínez
GenLab: A MATLAB®-based program for structural analysis of folds mapped by GPS or seismic methods. Comput. Geosci. 35(2): 317-326 (2009) - [j4]Juan Luis Fernández Martínez
AMTCLAB: A MATLAB®-based program for traveltime analysis and velocity tuning in 2D elliptical anisotropic media. Comput. Geosci. 35(10): 2057-2064 (2009) - [j3]Juan Luis Fernández Martínez
The PSO family: deduction, stochastic analysis and comparison. Swarm Intell. 3(4): 245-273 (2009) - 2008
- [j2]Juan Luis Fernández Martínez
MTCLAB: A MATLAB®-based program for traveltime quality analysis and pre-inversion velocity tuning in 2D transmission tomography. Comput. Geosci. 34(3): 213-225 (2008) - 2006
- [j1]Richard J. Lisle, Juan Luis Fernández Martínez
FOLD PROFILER: A MATLAB® - based program for fold shape classification. Comput. Geosci. 32(1): 102-108 (2006)
Coauthor Index
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