Publicaciones (78) Publicaciones de VICTOR GONZÁLEZ CASTRO

2023

  1. A review of spam email detection: analysis of spammer strategies and the dataset shift problem

    Artificial Intelligence Review, Vol. 56, Núm. 2, pp. 1145-1173

  2. A survey on spam detection, spammer strategies and the dataset shift problem

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  3. CT-Based Radiomics to Predict KRAS Mutation in CRC Patients Using a Machine Learning Algorithm: A Retrospective Study

    Biomedicines, Vol. 11, Núm. 8

  4. Classifying spam emails using agglomerative hierarchical clustering and a topic-based approach

    Applied Soft Computing, Vol. 139

  5. Impact of facial occlusions in age estimation algorithms for forensic applications

    Actas de las VIII Jornadas Nacionales de Investigación en Ciberseguridad: Vigo, 21 a 23 de junio de 2023

  6. Real-time botnet detection on large network bandwidths using machine learning

    Scientific Reports, Vol. 13, Núm. 1

  7. Triple-BigGAN: Semi-supervised generative adversarial networks for image synthesis and classification on sexual facial expression recognition

    Neurocomputing, Vol. 528, pp. 200-216

2022

  1. A survey on methods, datasets and implementations for scene text spotting

    IET Image Processing, Vol. 16, Núm. 13, pp. 3426-3445

  2. Assessment of age estimation methods for forensic applications using non-occluded and synthetic occluded facial images

    XLIII Jornadas de Automática: libro de actas: 7, 8 y 9 de septiembre de 2022, Logroño (La Rioja)

  3. Detecting malware using text documents extracted from spam email through machine learning

    DocEng 2022 - Proceedings of the 2022 ACM Symposium on Document Engineering

  4. Phishing URL Detection: A Real-Case Scenario Through Login URLs

    IEEE Access, Vol. 10, pp. 42949-42960

2021

  1. A new perceptual hashing method for verification and identity classification of occluded faces

    Image and Vision Computing, Vol. 113

  2. AttM-CNN: Attention and metric learning based CNN for pornography, age and Child Sexual Abuse (CSA) Detection in images

    Neurocomputing, Vol. 445, pp. 81-104

  3. Efficient Detection of Botnet Traffic by Features Selection and Decision Trees

    IEEE Access, Vol. 9, pp. 120567-120579

  4. Impact of current phishing strategies in machine learning models for phishing detection

    Advances in Intelligent Systems and Computing

  5. The use of high-speed cameras as a tool for the characterization of raindrops in splash laboratory studies

    Water (Switzerland), Vol. 13, Núm. 20

  6. Trustworthiness of spam email addresses using machine learning

    DocEng 2021 - Proceedings of the 2021 ACM Symposium on Document Engineering

2020

  1. CT radiomics in colorectal cancer: Detection of KRAS mutation using texture analysis and machine learning

    Applied Sciences (Switzerland), Vol. 10, Núm. 18

  2. Machine learning techniques for the detection of inappropriate erotic content in text

    International Journal of Computational Intelligence Systems, Vol. 13, Núm. 1, pp. 591-603

  3. Perceptual image hashing based on frequency dominant neighborhood structure applied to Tor domains recognition

    Neurocomputing, Vol. 383, pp. 24-38