All Stories

  1. Using artificial intelligence methods to speed up drug discovery

    Article • Expert Opinion on Drug Discovery, May 2019, Taylor & Francis

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  2. Efficient uncertainty analysis of the 3D electrical tomography inverse problem

    Article • Geophysics, May 2019, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez, Ana Cernea

  3. The uncertainty analysis in linear and nonlinear regression revisited: application to concrete strength estimation

    Article • Inverse Problems in Science and Engineering, December 2018, Taylor & Francis

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  4. Linear geophysical inversion via the discrete cosine pseudo-inverse: application to potential fields

    Article • Geophysical Prospecting, October 2017, Wiley

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  5. Uncertainty analysis and probabilistic segmentation of electrical resistivity images: the 2D inverse problem

    Article • Geophysical Prospecting, September 2017, Wiley

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  6. 3D gravity inversion and uncertainty assessment of basement relief via Particle Swarm Optimization

    Article • Journal of Applied Geophysics, April 2017, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  7. Adherence to a Mediterranean Diet Influences the Fecal Metabolic Profile of Microbial-Derived Phenolics in a Spanish Cohort of Middle-Age and Older People

    Article • Journal of Agricultural and Food Chemistry, January 2017, American Chemical Society (ACS)

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  8. Genomic data integration in chronic lymphocytic leukemia

    Article • The Journal of Gene Medicine, January 2017, Wiley

    Dr stephen t sonis, Professor in Applied Mathematics Juan Luis Fernández-Martínez

  9. Sensitivity analysis of gene ranking methods in phenotype prediction

    Article • Journal of Biomedical Informatics, December 2016, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  10. Impact of Microarray Preprocessing Techniques in Unraveling Biological Pathways

    Article • Journal of Computational Biology, December 2016, Mary Ann Liebert Inc

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  11. Design of Biomedical Robots for Phenotype Prediction Problems

    Article • Journal of Computational Biology, August 2016, Mary Ann Liebert Inc

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  12. Relationship of Mitochondrial Enzymes to Fatigue Intensity in Men With Prostate Cancer Receiving External Beam Radiation Therapy

    Article • Biological Research For Nursing, May 2016, SAGE Publications

    Dr Nada Lukkahatai, Professor in Applied Mathematics Juan Luis Fernández-Martínez

  13. A Novel Peptide for Simultaneously Enhanced Treatment of Head and Neck Cancer and Mitigation of Oral Mucositis

    Article • PLoS ONE, April 2016, PLOS

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  14. Analysis of clinical prognostic variables for Chronic Lymphocytic Leukemia decision-making problems

    Article • Journal of Biomedical Informatics, April 2016, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  15. Design of Biomedical Robots for the Analysis of Cancer, Neurodegenerative and Rare Diseases

    Article • September 2015, Springer Science + Business Media

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  16. Model reduction and uncertainty analysis in inverse problems

    Article • The Leading Edge, September 2015, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  17. Deciphering Crosstalk Circuits in Non-small Cell Lung Cancers with an Increasing Interval Length of Low Dose CT Screening

    Article • EBioMedicine, August 2015, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  18. Gravity inversion and uncertainty assessment of basement relief via Particle Swarm Optimization

    Article • Journal of Applied Geophysics, May 2015, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  19. Exploring the Uncertainty Space of Ensemble Classifiers in Face Recognition

    Article • International Journal of Pattern Recognition and Artificial Intelligence, May 2015, World Scientific Pub Co Pte Lt

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  20. On the prediction of Hodgkin lymphoma treatment response

    Article • Clinical & Translational Oncology, April 2015, Springer Science + Business Media

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  21. Comparative analysis of the solution of linear continuous inverse problems using different basis expansions

    Article • Journal of Applied Geophysics, February 2015, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  22. Supervised Classification by Filter Methods and Recursive Feature Elimination Predicts Risk of Radiotherapy-Related Fatigue in Patients with Prostate Cancer

    Article • Cancer Informatics, December 2014, SAGE Publications

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  23. Convergence and stochastic stability analysis of particle swarm optimization variants with generic parameter distributions

    Article • Applied Mathematics and Computation, December 2014, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  24. The effect of noise and Tikhonov's regularization in inverse problems. Part I: The linear case

    Article • Journal of Applied Geophysics, September 2014, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  25. The effect of noise and Tikhonov’s regularization in inverse problems. Part II: The nonlinear case

    Article • Journal of Applied Geophysics, September 2014, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  26. UNSUPERVISED ENSEMBLE CLASSIFICATION FOR BIOMETRIC APPLICATIONS

    Article • International Journal of Pattern Recognition and Artificial Intelligence, June 2014, World Scientific Pub Co Pte Lt

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  27. NUMERICAL ANALYSIS AND COMPARISON OF SPECTRAL DECOMPOSITION METHODS IN BIOMETRIC APPLICATIONS

    Article • International Journal of Pattern Recognition and Artificial Intelligence, February 2014, World Scientific Pub Co Pte Lt

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  28. From Bayes to Tarantola: New insights to understand uncertainty in inverse problems

    Article • Journal of Applied Geophysics, November 2013, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  29. Tree height prediction approaches for uneven-aged beech forests in northwestern Spain

    Article • Forest Ecology and Management, November 2013, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  30. Erratum to: Assessing concrete strength with rebound hammer: review of key issues and ideas for more reliable conclusions

    Article • Matériaux et Constructions, October 2013, Springer Science + Business Media

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  31. The Effect of the Noise and the Regularization in Inverse Problems: Geophysical Implications

    Article • October 2013, Springer Science + Business Media

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  32. Assessing concrete strength with rebound hammer: review of key issues and ideas for more reliable conclusions

    Article • Matériaux et Constructions, July 2013, Springer Science + Business Media

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  33. A Brief Historical Review of Particle Swarm Optimization (PSO)

    Article • Journal of Bioinformatics and Intelligent Control, June 2012, American Scientific Publishers

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  34. Reservoir characterization and inversion uncertainty via a family of particle swarm optimizers

    Article • Geophysics, January 2012, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  35. On the topography of the cost functional in linear and nonlinear inverse problems

    Article • Geophysics, January 2012, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  36. Scalable uncertainty estimation for nonlinear inverse problems using parameter reduction, constraint mapping, and geometric sampling: Marine controlled-source electromagnetic examples

    Article • Geophysics, July 2011, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  37. Stochastic Stability Analysis of the Linear Continuous and Discrete PSO Models

    Article • IEEE Transactions on Evolutionary Computation, June 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  38. Marine electromagnetic inverse solution appraisal and uncertainty using model-derived basis functions and sparse geometric sampling

    Article • Geophysical Prospecting, April 2011, Wiley

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  39. Particle swarm optimization applied to solving and appraising the streaming-potential inverse problem

    Article • Geophysics, July 2010, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  40. Scalable Solutions for Nonlinear Inverse Uncertainty Using Model Reduction, Constraint Mapping, and Sparse Sampling

    Article • June 2010, EAGE Publications

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  41. PSO: A powerful algorithm to solve geophysical inverse problems

    Article • Journal of Applied Geophysics, May 2010, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  42. Scalable Nonlinear Inverse Uncertainty Estimation Using Model Reduction, Constraint Mapping, and Sparse Geometric Sampling

    Article • January 2010, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  43. Reservoir characterization and inversion uncertainty via a family of Particle Swarm Optimizers

    Article • January 2010, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  44. The PSO family: deduction, stochastic analysis and comparison

    Article • Swarm Intelligence, October 2009, Springer Science + Business Media

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  45. Feasibility Analysis of the Use of Binary Genetic Algorithms as Importance Samplers Application to a 1-D DC Resistivity Inverse Problem

    Article • Mathematical Geosciences, March 2008, Springer Science + Business Media

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  46. Estimation of water table from self‐potential data using particle swarm optimization (PSO)

    Article • January 2008, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  47. Particle Swarm Optimization (PSO): a simple and powerful algorithm family for geophysical inversion

    Article • January 2008, Society of Exploration Geophysicists

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  48. The Generalized PSO: A New Door to PSO Evolution

    Article • Journal of Artificial Evolution and Applications, January 2008, Hindawi Publishing Corporation

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  49. Theoretical analysis of particle swarm trajectories through a mechanical analogy

    Article • International Journal of Computational Intelligence Research (IJCIR), January 2008, Soft Computing and Intelligent Information Systems

    Professor in Applied Mathematics Juan Luis Fernández-Martínez

  50. FOLD PROFILER: A MATLAB®—based program for fold shape classification

    Article • Computers & Geosciences, February 2006, Elsevier

    Professor in Applied Mathematics Juan Luis Fernández-Martínez