Publicacions (38) Publicacions de PALOMA MAIN YAQUE

2020

  1. Bayesian networks established functional differences between breast cancer subtypes

    PloS one, Vol. 15, Núm. 6, pp. e0234752

  2. Computational models applied to metabolomics data hints at the relevance of glutamine metabolism in breast cancer

    BMC Cancer, Vol. 20, Núm. 1

2019

  1. A novel approach to triple-negative breast cancer molecular classification reveals a luminal immune-positive subgroup with good prognoses

    Scientific Reports, Vol. 9, Núm. 1

  2. Biological molecular layer classification of muscle-invasive bladder cancer opens new treatment opportunities

    BMC Cancer, Vol. 19, Núm. 1

  3. Simulación con ejercicios en R

    Ediciones Complutense

2018

  1. Molecular characterization of breast cancer cell response to metabolic drugs

    Oncotarget, Vol. 9, Núm. 11, pp. 9645-9660

  2. Probabilistic graphical models relate immune status with response to neoadjuvant chemotherapy in breast cancer

    Oncotarget, Vol. 9, Núm. 45, pp. 27586-27594

2017

  1. Functional proteomics outlines the complexity of breast cancer molecular subtypes

    Scientific Reports, Vol. 7, Núm. 1

2015

  1. Combined label-free quantitative proteomics and microRNA expression analysis of breast cancer unravel molecular differences with clinical implications

    Cancer Research, Vol. 75, Núm. 11, pp. 2243-2253

2014

  1. Sensitivity to evidence in Gaussian Bayesian networks using mutual information

    Information Sciences, Vol. 275, pp. 115-126

  2. Sensitivity to hyperprior parameters in Gaussian Bayesian networks

    Journal of Multivariate Analysis, Vol. 124, pp. 214-225

2013

  1. Assessing the effect of kurtosis deviations from Gaussianity on conditional distributions

    Applied Mathematics and Computation, Vol. 219, Núm. 21, pp. 10499-10505

  2. The effect of block parameter perturbations in Gaussian Bayesian networks: Sensitivity and robustness

    Information Sciences, Vol. 222, pp. 439-458

2011

  1. Evaluating the difference between graph structures in Gaussian Bayesian networks

    Expert Systems with Applications, Vol. 38, Núm. 10, pp. 12409-12414

  2. The Effect of Non-normality in the Power Exponential Distributions

    Modern Mathematical Tools and Techniques in Capturing Complexity (Springer Berlin, Heidelberg), pp. 119-129

  3. The effect of non-normality in the power exponential distributions

    Understanding Complex Systems, Vol. 2011, pp. 119-129

2010

  1. Conditional specification with exponential power distributions

    Communications in Statistics - Theory and Methods, Vol. 39, Núm. 12, pp. 2231-2240

  2. Dealing with uncertainty in Gaussian Bayesian networks from a regression perspective

    Proceedings of the 5th European Workshop on Probabilistic Graphical Models, PGM 2010

  3. Relative sensitivity of conditional distributions to kurtosis deviations in the joint model

    Procedia - Social and Behavioral Sciences

  4. Sensitivity to hyperprior parameters in Gaussian Bayesian networks

    Cuadernos de Trabajo de la Facultad de Estudios Estadísticos