Publications (33) DANIEL LÓPEZ SÁNCHEZ publications

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2024

  1. Study of infostealers using Graph Neural Networks

    Logic Journal of the IGPL

2023

  1. Detection of Infostealer Variants Through Graph Neural Networks

    Lecture Notes in Networks and Systems

  2. Threat Detection in URLs by Applying Machine Learning Algorithms*

    Lecture Notes in Networks and Systems

2022

  1. Tuning Database-Friendly Random Projection Matrices for Improved Distance Preservation on Specific Data

    Applied Intelligence, Vol. 52, Núm. 5, pp. 4927-4939

  2. Two-step verification as a safety measure for learners and teachers: an attempt to implement it in a real environment

    CEUR Workshop Proceedings

2021

  1. Increasing security in the teaching/learning process with 2FA

    Proceedings - 11th International Conference on Virtual Campus, JICV 2021

  2. Two-step verification in the teaching / learning process

    ACM International Conference Proceeding Series

  3. Verificación en dos pasos en el proceso enseñanza/aprendizaje

    Innovaciones docentes en tiempos de pandemia. Actas del VI congreso internacional sobre aprendizaje, innovación y cooperación, CINAIC 2021

2020

  1. Compact bilinear pooling via kernelized random projection for fine-grained image categorization on low computational power devices

    Neurocomputing, Vol. 398, pp. 411-421

  2. Sistema inteligente en torno al mundo del grafiti

    Avances en Informática y Automática. Decimocuarto workshop (Universidad de Salamanca), pp. 145-164

2019

  1. Class-aware t-SNE: Cat-SNE

    ESANN 2019 - Proceedings, 27th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

  2. Preliminary study of mobile device-based speech enhancement system using lip-reading

    Advances in Intelligent Systems and Computing

  3. Visual content-based web page categorization with deep transfer learning and metric learning

    Neurocomputing, Vol. 338, pp. 418-431

2018

  1. An Ensemble Framework Coping with Instability in the Gene Selection Process

    Interdisciplinary Sciences: Computational Life Sciences, Vol. 10, Núm. 1, pp. 12-23

  2. Data-independent Random Projections from the feature-map of the homogeneous polynomial kernel of degree two

    Information Sciences, Vol. 436-437, pp. 214-226

  3. Data-independent Random Projections from the feature-space of the homogeneous polynomial kernel

    Pattern Recognition, Vol. 82, pp. 130-146

  4. Deep neural networks and transfer learning applied to multimedia web mining

    Advances in Intelligent Systems and Computing

  5. Dynamic Detection of Radical Profiles in Social Networks Using Image Feature Descriptors and a Case-Based Reasoning Methodology

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

  6. Hybridizing metric learning and case-based reasoning for adaptable clickbait detection

    Applied Intelligence, Vol. 48, Núm. 9, pp. 2967-2982

  7. Inhibition of occluded facial regions for distance-based face recognition

    IJCAI International Joint Conference on Artificial Intelligence