Publications by the researcher in collaboration with Enaitz Ezpeleta Gallastegi (28)
2023
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Deobfuscating Leetspeak With Deep Learning to Improve Spam Filtering
International Journal of Interactive Multimedia and Artificial Intelligence, Vol. 8, Núm. 4, pp. 46-55
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Multi-objective evolutionary optimization for dimensionality reduction of texts represented by synsets
PeerJ Computer Science, Vol. 9, pp. e1240
2022
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Image dataset to train a deep learning model to decode Leetspeak obfuscated characters
Zenodo
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Image dataset to train a deep learning model to decode Leetspeak obfuscated characters
Zenodo
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Image dataset to train a deep learning model to decode Leetspeak obfuscated characters
Zenodo
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Multi-Objective Evolutioary Algorithms for Synset Dimensionality Reduction
Zenodo
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Multi-Objective Evolutioary Algorithms for Synset Dimensionality Reduction
Zenodo
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Set of obfuscated spam dataset by using LeetSpeak transformations
Zenodo
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Set of obfuscated spam dataset by using LeetSpeak transformations
Zenodo
2020
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Novel email spam detection method using sentiment analysis and personality recognition
Logic Journal of the IGPL, Vol. 28, Núm. 1, pp. 83-94
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SDRS: A new lossless dimensionality reduction for text corpora
Information Processing and Management, Vol. 57, Núm. 4
2019
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Detectando anomalías de integridad y veracidad en fuentes de datos IIoT
Actas de las V Jornadas Nacionales de Ciberseguridad: junio 5-7, 2019. Cáceres
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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
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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)
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Actas de las Cuartas Jornadas Nacionales de Investigación en Ciberseguridad
Mondragon Unibertsitatea
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La intención hace el agravio: técnicas de clustering conceptual para la generalización y especialización de intencionalidades en el spear phishing
Actas de las Cuartas Jornadas Nacionales de Investigación en Ciberseguridad
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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
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A study of the personalization of spam content using Facebook public information
Logic Journal of the IGPL, Vol. 25, Núm. 1, pp. 30-41
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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
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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)