Publicacions (85) Publicacions de VICTORIA EUGENIA SÁNCHEZ CALLE

2022

  1. An analysis of protein language model embeddings for fold prediction

    Briefings in bioinformatics, Vol. 23, Núm. 3

2021

  1. FoldHSphere: deep hyperspherical embeddings for protein fold recognition

    BMC Bioinformatics, Vol. 22, Núm. 1

  2. Protein Fold Recognition from Sequences Using Convolutional and Recurrent Neural Networks

    IEEE/ACM Transactions on Computational Biology and Bioinformatics, Vol. 18, Núm. 6, pp. 2848-2854

  3. Unsupervised protein embeddings outperform hand-crafted sequence and structure features at predicting molecular function

    Bioinformatics, Vol. 37, Núm. 2, pp. 162-170

2018

  1. End-to-end prediction of protein-protein interaction based on embedding and recurrent neural networks

    Proceedings - 2018 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2018

  2. Improved Protein Residue-Residue Contact Prediction Using Image Denoising Methods

    2018 26TH EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO)

  3. Improved protein residue-residue contact prediction using image denoising methods

    European Signal Processing Conference

  4. Protein alignment based on higher order conditional random fields for template-based modeling

    PLoS ONE, Vol. 13, Núm. 6

2017

  1. A statistical analysis of the kernel-based MMSE estimator with application to image reconstruction

    Signal Processing: Image Communication, Vol. 55, pp. 41-54

  2. Improved image based protein representations with application to membrane protein type prediction

    2017 40th International Conference on Telecommunications and Signal Processing, TSP 2017

2016

  1. An Error Mitigation Technique for Erasure Channels Based on a Wavelet Representation of the Speech Excitation Signal

    IEEE Transactions on Multimedia, Vol. 18, Núm. 7, pp. 1245-1256

2015

  1. A new signal characterization and signal-based Chou's PseAAC representation of protein sequences

    Journal of Bioinformatics and Computational Biology

  2. Minimum classification error transformations for improving speech recognition systems

    European Signal Processing Conference

2014

  1. An error-based recursive filling ordering for image error concealment

    2014 IEEE International Conference on Image Processing, ICIP 2014

  2. Frequency selective extrapolation with residual filtering for image error concealment

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  3. Kernel-based MMSE multimedia signal reconstruction and its application to spatial error concealment

    IEEE Transactions on Multimedia, Vol. 16, Núm. 6, pp. 1729-1738

2013

  1. ON THE APPLICATION OF MULTIVARIATE KERNEL DENSITY ESTIMATION TO IMAGE ERROR CONCEALMENT

    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP)

  2. On the application of multivariate kernel density estimation to image error concealment

    ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

  3. Sequential error concealment for video/images by sparse linear prediction

    IEEE Transactions on Multimedia, Vol. 15, Núm. 4, pp. 957-969

  4. Spatial error concealment based on edge visual clearness for image/video communication

    Circuits, Systems, and Signal Processing, Vol. 32, Núm. 2, pp. 815-824