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Carlos G. Puntonet

Carlos G. Puntonet

D-Index & Metrics

Computer Science

D-Index
35
Citations
4419
World Ranking
11801
National Ranking
208

Overview

Carlos G. Puntonet is a researcher affiliated with the University of Granada in Spain. Their research spans neuroscience and mathematics, with a particular focus on subfields such as cognitive neuroscience and geometry and topology.

The main topics covered in their work include:

  • Functional Brain Connectivity Studies
  • Neural dynamics and brain function
  • Morphological variations and asymmetry

Throughout their career, Carlos G. Puntonet has contributed to academic literature with papers published primarily in the venue Neurocomputing. A notable recent publication is:

  • "A hypothesis-driven method based on machine learning for neuroimaging data analysis," published in 2022 in Neurocomputing.

Their collaborative network includes frequent coauthors such as:

  • J. M. Górriz
  • Rubén Martı́n-Clemente
  • Andrés Ortíz
  • Javier Ramírez
  • S. Savana Group

Their contributions reflect an interdisciplinary approach combining mathematical techniques with neuroscience data analysis. This is exemplified in their integration of machine learning methods for neuroimaging studies.

Best Publications

  • Brain connectivity analysis: a short survey

    E. W. Lang;A. M. Tomé;I. R. Keck;J. M. Górriz-Sáez

  • 18F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis

    I. A. Illán;J. M. Górriz;J. Ramírez;D. Salas-Gonzalez

  • Empirical Mode Decomposition - an introduction

    A. Zeiler;R. Faltermeier;I. R. Keck;A. M. Tome

  • A Novel LMS Algorithm Applied to Adaptive Noise Cancellation

    J.M. Gorriz;J. Ramirez;S. Cruces-Alvarez;C.G. Puntonet

  • A Geometric Algorithm for Overcomplete Linear ICA

    Fabian J. Theis;Elmar Wolfgang Lang;Carlos García Puntonet

  • Computer Aided Diagnosis tool for Alzheimer's Disease based on Mann-Whitney-Wilcoxon U-Test

    F.J. Martínez-Murcia;J.M. Górriz;J. Ramírez;C.G. Puntonet

  • Automatic tool for Alzheimer's disease diagnosis using PCA and Bayesian classification rules

    M. López;J. Ramírez;J.M. Górriz;D. Salas-Gonzalez

  • Alzheimer's Diagnosis Using Eigenbrains and Support Vector Machines

    I. Álvarez;J. M. Górriz;J. Ramírez;D. Salas-Gonzalez

  • Alzheimer's diagnosis using eigenbrains and support vector machines

    I. Álvarez;J.M. Górriz;J. Ramírez;D. Salas-Gonzalez

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

    J.E. Arco;J.M. Górriz;J. Ramírez;I. Álvarez

  • Linear geometric ICA: fundamentals and algorithms

    Fabian J. Theis;Andreas Jung;Carlos G. Puntonet;Elmar W. Lang

  • Feature selection using factor analysis for Alzheimer's diagnosis using 18F-FDG PET images.

    D. Salas-Gonzalez;J. M. Górriz;J. Ramírez;I. A. Illán

  • Separation of sources: a geometry-based procedure for reconstruction of n-valued signals

    C. G. Puntonet;A. Prieto;C. Jutten;M. Rodríguez-Alvarez

  • Neural net approach for blind separation of sources based on geometric properties

    Carlos García Puntonet;Alberto Prieto

  • Association rule-based feature selection method for Alzheimer's disease diagnosis

    R. Chaves;J. RamíRez;J. M. GóRriz;C. G. Puntonet

  • Computer aided diagnosis of Alzheimer's disease using component based SVM

    I. A. Illán;J. M. Górriz;M. M. López;J. Ramírez

  • Computer-aided diagnosis of Alzheimer's disease using support vector machines and classification trees

    D Salas-Gonzalez;J M Górriz;J Ramírez;M López

  • Improved Gauss-Newton optimisation methods in affine registration of SPECT brain images

    D. Salas-Gonzalez;J. M. Gorriz;J. Ramirez;A. Lass

  • Automatic computer aided diagnosis tool using component-based SVM

    J. M. Gorriz;J. Ramirez;A. Lassl;D. Salas-Gonzalez

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

    J. Ramírez;J.M. Górriz;J.M. Górriz;A. Ortiz;F.J. Martínez-Murcia

  • Sparse nonnegative matrix factorization applied to microarray data sets

    K. Stadlthanner;F. J. Theis;E. W. Lang;A. M. Tomé

Frequent Co-Authors

Juan Manuel Górriz
Juan Manuel Górriz University of Granada
Elmar Lang
Elmar Lang University of Regensburg
Javier Ramírez
Javier Ramírez University of Granada
Fabian J. Theis
Fabian J. Theis Technical University of Munich
Diego Salas-Gonzalez
Diego Salas-Gonzalez University of Granada
Alberto Prieto
Alberto Prieto University of Granada
Ignacio Rojas
Ignacio Rojas University of Granada
Deniz Erdogmus
Deniz Erdogmus Northeastern University
Christophe Phillips
Christophe Phillips University of Liège
Karsten Specht
Karsten Specht University of Bergen

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