Publicaciones en colaboración con investigadores/as de Universidad de Mondragón/Mondragon Unibertsitatea (17)

2023

  1. Deobfuscating Leetspeak With Deep Learning to Improve Spam Filtering

    International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 8, Núm. 4, pp. 46-55

2020

  1. Novel email spam detection method using sentiment analysis and personality recognition

    Logic Journal of the IGPL, Vol. 28, Núm. 1, pp. 83-94

  2. SDRS: A new lossless dimensionality reduction for text corpora

    Information Processing and Management, Vol. 57, Núm. 4

  3. Validation of Random Forest Machine Learning Models to Predict Dementia-Related Neuropsychiatric Symptoms in Real-World Data

    Journal of Alzheimer's Disease, Vol. 77, Núm. 2, pp. 855-864

2019

  1. Who’s there? evaluating data source integrity and veracity in IIoT using multivariate statistical process control

    Advanced Sciences and Technologies for Security Applications (Springer), pp. 181-198

2018

  1. A mood analysis on youtube comments and a method for improved social spam detection

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

  2. Novel Comment Spam Filtering Method on Youtube: Sentiment Analysis and Personality Recognition

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

2017

  1. A study of the personalization of spam content using Facebook public information

    Logic Journal of the IGPL, Vol. 25, Núm. 1, pp. 30-41

  2. Short Messages Spam Filtering Combining Personality Recognition and Sentiment Analysis

    International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 25, pp. 175-189

2016

  1. Does sentiment analysis help in bayesian spam filtering?

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

  2. Short messages spam filtering using personality recognition

    ACM International Conference Proceeding Series

  3. Short messages spam filtering using sentiment analysis

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Springer Verlag), pp. 142-153

2015

  1. An analysis of the effectiveness of personalized spam using online social network public information

    Advances in Intelligent Systems and Computing

2014

  1. Classification of SSH anomalous connections

    Advances in Intelligent Systems and Computing

2012

  1. poliSPAM: Analisis de la eficiencia del spam personalizado utilizando informacion publica de redes sociales

    Reunión Española sobre Criptología y Seguridad de la Información (RECSI)

2011

  1. Visualization of misuse-based intrusion detection: Application to honeynet data

    Advances in Intelligent and Soft Computing

2010

  1. Understanding honeypot data by an unsupervised neural visualization

    Advances in Intelligent and Soft Computing