Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Martino F. J.; Velasco Mata, J. "CPU vs GPU performance of deep learning based face detectors using resized images in forensic applications". Paper presented at 9th International Conference on Imaging for Crime 1-6Detection and Prevention (ICDP-2019), London (UK). 2019. pp. 93-98.
Publications
Al Nabki, W; Fidalgo Fernández, E; Velasco Mata, J. "DarkNER: A Platform for Named Entity Recognition in Tor Darknet". Paper presented at The V Jornadas Nacionales de Investigación en Ciberseguridad (JNIC), Cáceres. 2019. pp. 1-2.
Fidalgo Fernández, E; Alegre, Enrique; Fernández-Robles, L; González-Castro, V. "Early fusion of multi-level saliency descriptors for image classification". Revista Iberoamericana de Automática e Informática industrial, Vol (16(3)), pp. 358-368, (2019).
Blanco Medina, P; Fidalgo Fernández, E; Alegre, Enrique; Al Nabki, W; Chaves, D. "Enhancing Text Recognition on Tor Darnet Images". In: XL Jornadas de Automática . Paper presented at XL Jornadas de Automática , Ferrol (Spain). 2019. pp. 1-8.
Fidalgo Fernández, E; Alegre, Enrique; Fernández-Robles, L; González-Castro, V. "Fusión temprana de descriptores extraídos de mapas de prominencia multi-nivel para clasificar imágenes". Revista Iberoamericana de Automática e Informática industrial, Vol (16 (3)), (2019). DOI: https://doi.org/10.4995/riai.2019.10640.
R. Ortiz-Ramón; M. del C. Valdes Hernandez; González-Castro, V; S. Makin; P. A. Armitage; B. S. Aribisala; M. E. Bastin; I. J. Deary; J. M. Wardlaw; D. Moratal. "Identification of the presence of ischaemic stroke lesions by means of texture analysis on brain magnetic resonance images". Computerized Medical Imaging and Graphics, Vol (74), (2019). DOI: 10.1016/j.compmedimag.2019.02.006.
; Fidalgo Fernández, E; González-Castro, V; Alegre, Enrique. "Impact of Current Phishing Strategies in Machine Learning Models for Phishing Detection". In: 13th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2020). Paper presented at International Conference on Computational Intelligence in Security for Information Systems, 2019. pp. 87-96. DOI: https://doi.org/10.1007/978-3-030-57805-3_9.
Al Nabki, W; Fidalgo Fernández, E; Alegre, Enrique; Fernández-Robles, L. "Improving named entity recognition in noisy user-generated text with local distance neighbor feature [In Press]". Neurocomputing, (2019). DOI: https://doi.org/10.1016/j.neucom.2019.11.072.
Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Blanco Medina, P. "Improving Speed-Accuracy Trade-off in Face Detectors for Forensic Tools by Image Resizing". Paper presented at The V Jornadas Nacionales de Investigación en Ciberseguridad (JNIC), Cáceres. 2019. pp. 1-2.
Blanco Medina, P; Fidalgo Fernández, E; Alegre, Enrique; F. Jáñez-Martino. "Improving Text Recognition in Tor darknet with Rectification and Super-Resolution techniques". Paper presented at 9th International Conference on Imaging for Crime Detection and Prevention (ICDP-2019), London (UK). 2019. pp. 32-37.
Blanco Medina, P; Fidalgo Fernández, E; Alegre, Enrique; F. Jáñez-Martino. "Improving text recognition in Tor darknet with rectification and super-resolution techniques". Paper presented at 9th International Conference on Imaging for Crime 1-6Detection and Prevention (ICDP-2019), London (UK). 2019. pp. 32-37.
Biswas, R; González-Castro, V; Fidalgo Fernández, E; Alegre, Enrique. "Perceptual image hashing based on frequency dominant neighborhood structure applied to Tor domains recognition [In press]". Neurocomputing, (2019). DOI: https://doi.org/10.1016/j.neucom.2019.11.065.
; Fidalgo Fernández, E; Alegre, Enrique; Fernández-Robles, L. "SummCoder: An Unsupervised Framework for Extractive Text Summarization Based on Deep Auto-encoders [Preprint]". Expert Systems with Applications, (2019). DOI: https://doi.org/10.1016/j.eswa.2019.03.045.
Al Nabki, W; Fidalgo Fernández, E; Alegre, Enrique; Fernández-Robles, L. "ToRank: Identifying the most influential suspicious domains in the Tor network". Expert Systems with Applications, Vol (123), (2019). DOI: 10.1016/j.eswa.2019.01.029.
S. Merayo-Alba; Fidalgo Fernández, E; González-Castro, V; Alaiz Rodríguez, R; Velasco Mata, J. "Use of Natural Language Processing to Identify Inappropriate Content in Text". Paper presented at the 14th International Conference on Hybrid Artificial Intelligent Systems (HAIS), León (Spain). 2019. pp. 1-10.
C. A. Humphreys; M. A. Jansen; S. Muñoz-Maniega; González-Castro, V; C. Pernet; I. J. Deary; R. Al-Shahi Salman; J. M. Wardlaw; C. Smith. "A protocol for precise comparisons of small vessel disease lesions between ex vivo magnetic resonance imaging and histopathology". International Journal of Stroke, Vol (14), (2018). DOI: 10.1177/1747493018799962.
Chaves, D; Fernández-Robles, L; J. Bernal; Alegre, Enrique; Trujillo, M.. "Automatic characterisation of chars from the combustion of pulverised coals using machine vision". Powder Technology, Vol (338), (2018). DOI: 10.1016/j.powtec.2018.06.035.
Fidalgo Fernández, E; Alegre, Enrique; González-Castro, V; Fernández-Robles, L. "Boosting image classification through semantic attention filtering strategies". Pattern Recognition Letters, Vol (112), (2018). DOI: 10.1016/j.patrec.2018.06.033.
D. Matilla; González-Castro, V; Fernández-Robles, L; Fidalgo Fernández, E; Al Nabki, W. "Color Sift Descriptors to Categorize Illegal Activities in Images of Onion Domains". In: Actas de las XXXIX Jornadas de Automática. Paper presented at XXXIX Jornadas de Automática, Badajoz. 2018. pp. 991-997.
García-Ordás, M. T.; Alegre, Enrique; González-Castro, V; Alaiz Rodríguez, R. "Combining shape and contour features to improve tool wear monitoring in milling processes". International Journal of Production Research, Vol (56), (2018). DOI: 10.1080/00207543.2018.1435919.