Publicaciones en las que colabora con María Angélica González Arrieta (22)

2024

  1. Unleashing the Potential of Knowledge Distillation for IoT Traffic Classification

    IEEE Transactions on Machine Learning in Communications and Networking, Vol. 2, pp. 221-239

2023

  1. Competences of University Teaching Staff to Use New Learning and Evaluation Resources

    Lecture Notes in Educational Technology (Springer Science and Business Media Deutschland GmbH), pp. 879-887

  2. Contribución a la sensibilización de los ODS mediante la materia de programación

    Propuestas docentes para la integración de la Agenda 2030 y los ODS en la Universidad de Salamanca: modelos y experiencias en el Máster en Profesor de Educación Secundaria Obligatoria y Bachillerato, Formación Profesional y Enseñanzas de Idiomas (Ediciones Universidad de Salamanca), pp. 417-430

  3. Mapped supervised learning

    CEUR Workshop Proceedings

  4. Review of Physical Aggression Detection Techniques in Video Using Explainable Artificial Intelligence

    Lecture Notes in Networks and Systems

2022

  1. Identificación de fotografías de géneros de garrapatas mediante Transfer Learning

    XII Congreso de la Sociedad Española de Medicina Tropical y Salud Internacional (SEMTSI)

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

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

2021

  1. Video analysis system using deep learning algorithms

    Advances in Intelligent Systems and Computing

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

2019

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

    Neurocomputing, Vol. 338, pp. 418-431

2018

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

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

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

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

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

    Advances in Intelligent Systems and Computing

  4. 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)

  5. Encouraging the recycling process of urban waste by means of game theory techniques using a multi-agent architecture

    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

2017

  1. A CBR system for efficient face recognition under partial occlusion

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

  2. A CBR system for image-based webpage classification: Case representation with convolutional neural networks

    FLAIRS 2017 - Proceedings of the 30th International Florida Artificial Intelligence Research Society Conference

  3. Machine learning methods for automatic cheiloscopy on facial images

    IET Seminar Digest