Biswas, R; González-Castro, V; Fidalgo Fernández, E; Alegre, Enrique. "A new perceptual hashing method for verification and identity classification of occluded faces". Image and Vision Computing, Vol (113), pp. 104245, (2021). DOI: https://doi.org/10.1016/j.imavis.2021.104245.
Publications
Gangwar Kumar, A; González-Castro, V; Alegre, Enrique; Fidalgo Fernández, E. "AttM-CNN: Attention and Metric Learning Based CNN for Pornography, Age and Child Sexual Abuse (CSA) Detection in Images". Neurocomputing, (2021). DOI: https://doi.org/10.1016/j.neucom.2021.02.056.
Velasco Mata, J; González-Castro, V; Fidalgo Fernández, E; Alegre, Enrique. "Efficient Detection of Botnet Traffic by Features Selection and Decision Trees". IEEE Access, pp. 120567-120579, (2021). DOI: 109/ACCESS.2021.3108222.
Martino F. J.; Alaiz Rodríguez, R; González-Castro, V; Fidalgo Fernández, E. "Trustworthiness of spam email addresses using machine learning". In: Proceedings of the 21st ACM Symposium on Document Engineering. 2021. DOI: DOI:10.1145/3469096.3475060.
Biswas, R; González-Castro, V; Fidalgo Fernández, E; Alegre, Enrique. "Perceptual image hashing based on frequency dominant neighborhood structure applied to Tor domains recognition". Neurocomputing, Vol (383), (2020). DOI: https://doi.org/10.1016/j.neucom.2019.11.065.
Biswas, R; González-Castro, V; Fidalgo Fernández, E; Chaves, D. "Boosting child abuse victim identification in Forensic Tools with hashing techniques". Paper presented at The V Jornadas Nacionales de Investigación en Ciberseguridad (JNIC), Cáceres. 2019. pp. 1-2.
Velasco Mata, J; Fidalgo Fernández, E; González-Castro, V; Alegre, Enrique; Blanco Medina, P. "Botnet Detection on TCP Traffic Using Supervised Machine Learning". Paper presented at the 14th International Conference on Hybrid Artificial Intelligent Systems (HAIS), León (Spain). 2019. pp. 1-12.
Fidalgo Fernández, E; Alegre, Enrique; Fernández-Robles, L; González-Castro, V. "Classifying suspicious content in tor darknet through Semantic Attention Keypoint Filtering". Digital Investigation, Vol (30), (2019). DOI: 10.1016/j.diin.2019.05.004.
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).
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.
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.
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.
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.
I. Caro ; Alaiz Rodríguez, R; González-Castro, V; E. J. Quinto; J. Mateo. "Conformation characteristics of suckling lambs carcasses from the Spanish local breeds Churra and Castellana and the non-native breed Assaf determined using digital photographs". Small Ruminant Research, Vol (160), (2018). DOI: 10.1016/j.smallrumres.2018.01.013.
E. Pellegrini; L. Ballerini; M. del C. Valdes Hernandez; F. M. Chappell; González-Castro, V; D. Anblagan; S. Danso; S. Muñoz-Maniega; D. Job; C. Pernet; G. Mair; T. J. MacGillivray; E. Trucco; J. M. Wardlaw. "Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review". Alzheimer's & Dementia: Diagnosis, Assessment & Disease Monitoring, Vol (10), (2018). DOI: 10.1016/j.dadm.2018.07.004.