Publications (11) IGNACIO ÁLVAREZ ILLÁN publications

filter_list Statistics and Probability

2024

  1. A Cross-Modality Latent Representation for the Prediction of Clinical Symptomatology in Parkinson’s Disease

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

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

  2. Optimized one vs one approach in multiclass classification for early alzheimer's disease and mild cognitive impairment diagnosis

    IEEE Access, Vol. 8, pp. 96981-96993

2017

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

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

  2. Case-Based Statistical Learning: A Non-Parametric Implementation with a Conditional-Error Rate SVM

    IEEE Access, Vol. 5, pp. 11468-11478

  3. Case-based statistical learning applied to SPECT image classification

    Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  4. Case-based statistical learning: A non parametric implementation applied to SPECT images

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

2015

  1. Exploratory graphical models of functional and structural connectivity patterns for Alzheimer’s disease diagnosis

    Frontiers in Computational Neuroscience, Vol. 9, Núm. November, pp. 1-18

2014

  1. A SIMPLIFIED QRS DECISION STAGE BASED ON THE DFT COEFFICIENTS

    2014 PROCEEDINGS OF THE 22ND EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)

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

    European Signal Processing Conference