Publicaciones (242) Publicaciones de CARLOS GARCÍA PUNTONET

2021

  1. Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities

    Information Fusion, Vol. 66, pp. 198-212

2020

  1. Granger causality-based information fusion applied to electrical measurements from power transformers

    Information Fusion, Vol. 57, pp. 59-70

2018

  1. Ensemble of random forests One vs. Rest classifiers for MCI and AD prediction using ANOVA cortical and subcortical feature selection and partial least squares

    Journal of Neuroscience Methods, Vol. 302, pp. 47-57

2017

  1. A semi-supervised learning approach for model selection based on class-hypothesis testing

    Expert Systems with Applications, Vol. 90, pp. 40-49

2016

  1. Functional biomedical images of Alzheimer’s disease. A green’s function-based empirical mode decomposition study

    Current Alzheimer Research, Vol. 13, Núm. 6, pp. 695-707

  2. Improving short-term prediction from MCI to AD by applying searchlight analysis

    Proceedings - International Symposium on Biomedical Imaging

  3. Short-term prediction of MCI to AD conversion based on longitudinal MRI analysis and neuropsychological tests

    Smart Innovation, Systems and Technologies

2015

  1. A logistic non-negative matrix factorization approach to binary data sets

    Multidimensional Systems and Signal Processing, Vol. 26, Núm. 1, pp. 125-143

  2. Digital image analysis for automatic enumeration of malaria parasites using morphological operations

    Expert Systems with Applications, Vol. 42, Núm. 6, pp. 3041-3047

2014

  1. A new Bayesian approach to nonnegative matrix factorization: Uniqueness and model order selection

    Neurocomputing, Vol. 138, pp. 142-156

  2. A simplified QRS decision stage based on the DFT coefficients

    European Signal Processing Conference

  3. Correction: Real time QRS detection based on M-ary likelihood ratio test on the DFT coefficients

    PLoS ONE

  4. Identifying endophenotypes of autism: A multivariate approach

    Frontiers in Computational Neuroscience, Vol. 8, Núm. JUN

  5. Physarum Learner: A bio-inspired way of learning structure from data

    Expert Systems with Applications, Vol. 41, Núm. 11, pp. 5353-5370

  6. Real time QRS detection based on M-Ary likelihood ratio test on the DFT coefficients

    PLoS ONE, Vol. 9, Núm. 10

2013

  1. Automatic orientation of functional brain images for multiplataform software

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Functional activity maps based on significance measures and Independent Component Analysis

    Computer Methods and Programs in Biomedicine, Vol. 111, Núm. 1, pp. 255-268

  3. Sliding empirical mode decomposition-brain status data analysis and modeling

    Studies in Computational Intelligence, Vol. 410, pp. 311-349

  4. Texture features based detection of Parkinson's disease on DaTSCAN images

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Weighted sliding empirical mode decomposition for online analysis of biomedical time series

    Neural Processing Letters