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.
Publications
Saikia, S; Fernández-Robles, L; Fidalgo Fernández, E; Alegre, Enrique. "Colour Neural Descriptors for Instance Retrieval Using CNN Features and Colour Models". IEEE Access, pp. 23218-23234, (2021). DOI: 10.1109/ACCESS.2021.3056330.
Saikia, S; Fernández-Robles, L; Alegre, Enrique; Fidalgo Fernández, E. "Image Retrieval based on Texture Using Latent Space Representation of Discrete Fourier Transformed Maps". Neural Computing and Applications, (2021). DOI: https://doi.org/10.1007/ss00521-021-05955-2.
Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Alaiz Rodríguez, R; Martino F. J.; . "Assessment and Estimation of Face Detection Performance Based on Deep Learning for Forensic Applications". Sensors, Vol (20(16)), (2020). DOI: https://doi.org/10.3390/s20164491.
Blanco Medina, P; Fidalgo Fernández, E; Alegre, Enrique; Martino F. J.; Roberto A. Vasco-Carofilis; . "Classification of Industrial Control Systems screenshots using Transfer Learning". arXiv preprint arXiv:2005.10098, (2020).
F. Jáñez-Martino; Fidalgo Fernández, E; Santiago González-Martínez; Velasco Mata, J. "Classification of Spam Emails through Hierarchical Clustering and Supervised Learning". ArXiv preprint arXiv:2005.08773, (2020).
Fidalgo Fernández, E; Roberto A. Vasco-Carofilis; Martino F. J.; Blanco Medina, P. "Classifying Suspicious Content in Tor Darknet". arXiv preprint arXiv:2005.10086, (2020).
Al Nabki, W; Fidalgo Fernández, E; Roberto A. Vasco-Carofilis; Martino F. J.; Velasco Mata, J. "Evaluating Performance of an Adult Pornography Classifier for Child Sexual Abuse Detection". arXiv preprint arXiv:2005.08766, (2020).
Al Nabki, W; Fidalgo Fernández, E; Alegre, Enrique; Alaiz Rodríguez, R. "File Name Classification Approach to Identify Child Sexual Abuse". In: Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM. Paper presented at The 9th International Conference on Pattern Recognition Applications and Methods, Valletta, Malta. 2020. pp. 228-234. DOI: 10.5220/0009154802280234.
Chaves, D; Fidalgo Fernández, E; Alegre, Enrique; Martino F. J.; Biswas, R. "Improving Age Estimation in Minors and Young Adults with Occluded Faces to Fight Against Child Sexual Exploitation". In: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 5: VISAPP. Paper presented at 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Malta. 2020. pp. 721-729. DOI: 10.5220/0008945907210729.
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". Neurocomputing, Vol (382), (2020). DOI: https://doi.org/10.1016/j.neucom.2019.11.072.
Al Nabki, W; Martino F. J.; Roberto A. Vasco-Carofilis; Fidalgo Fernández, E; Velasco Mata, J. "Improving Named Entity Recognition in Tor Darknet with Local Distance Neighbor Feature". arXiv preprint arXiv:2005.08746, (2020).
Biswas, R; Roberto A. Vasco-Carofilis; Fidalgo Fernández, E; Martino F. J.; Blanco Medina, P. "Perceptual Hashing applied to Tor domains recognition". arXiv preprint arXiv:2005.10090, (2020).
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.
Chaves, D; E. Trucco; J.M. Barraza; Trujillo, M.. "An image processing system for char combustion reactivity characterisation". Computers in Industry, Vol (106), (2019). DOI: 10.1016/j.compind.2018.12.014.
V. M. Domínguez; Fidalgo Fernández, E; Biswas, R; Alegre, Enrique; Fernández-Robles, L. "Application of Extractive Text Summarization Algorithms to Speech-to-text Media". Paper presented at the 14th International Conference on Hybrid Artificial Intelligent Systems (HAIS), León (Spain). 2019. pp. 1-11.
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.
García-Olalla, O.; Fernández-Robles, L; Alegre, Enrique; Castejón-Limas, M.; Fidalgo Fernández, E. "Boosting Texture-Based Classification by Describing Statistical Information of Gray-Levels Differences". Sensors, Vol (19), (2019). DOI: 10.3390/s19051048.
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.
A. Riesco; Fidalgo Fernández, E; Al Nabki, W; F. Jáñez-Martino; Alegre, Enrique. "Classifying Pastebin content through the generation of PasteCC labeled dataset". Paper presented at the 14th International Conference on Hybrid Artificial Intelligent Systems (HAIS), León (Spain). 2019. pp. 456-467.