Dr. Alejandro Martí­n

Assistant Professor

Dr. Alejandro Martín is Assistant Professor at Universidad Politécnica de Madrid. His main research interests are Deep Learning, Cybersecurity, and Natural Language Processing. He has been visiting researcher at the University of Kent and the University of Córdoba. Besides has participated in an important number of international conferences as a reviewer and organizer, as a reviewer and Guest Editor in international journals, and in a large number of research projects. He is the PI of the CIVIC project, focused on the fight against misinformation.

  • Caracterización inteligente de la veracidad de información asociada a la COVID-19 (CIVIC)
    Scope: Industrial
    Start date: October 10, 2020
    End date: October 10, 2022



  • Tracking disinformation in Online Social Networks through Deep Natural Language Processing (DisTrack)
    Scope: Industrial
    Start date: November 1, 2021
    End date: December 31, 2022



  • Iberian Digital Media Research and Fact-Checking Hub (IBERIFIER)
    Scope: International
    Start date: September 1, 2021
    End date: February 29, 2024



  • Stardust Reloaded (Stardust-R)
    Scope: International
    Start date: January 1, 2019
    End date: June 30, 2023



2022

Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

SILT: Efficient transformer training for inter-lingual inference Journal Article

In: Expert Systems with Applications, vol. 200, pp. 116923, 2022, ISSN: 0957-4174.

Abstract | Links | BibTeX

Martín, Alejandro; Huertas-Tato, Javier; Huertas-García, Álvaro; Villar-Rodríguez, Guillermo; Camacho, David

FacTeR-Check: Semi-automated fact-checking through Semantic Similarity and Natural Language Inference Journal Article

In: arXiv:2110.14532 [cs], 2022, (arXiv: 2110.14532).

Abstract | Links | BibTeX

Villar-Rodríguez, Guillermo; Souto-Rico, Mónica; Martín, Alejandro

Virality, only the tip of the iceberg: ways of spread and interaction around COVID-19 misinformation in Twitter Journal Article

In: Communication & Society, pp. 239–256, 2022.

BibTeX

2017

Martín, Alejandro; Lara-Cabrera, Raúl; Fuentes-Hurtado, Félix; Naranjo, Valery; Camacho, David

EvoDeep: a new Evolutionary approach for automatic Deep Neural Networks parametrisation Journal Article

In: Journal of Parallel and Distributed Computing, 2017.

BibTeX

2016

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

MOCDroid: multi-objective evolutionary classifier for Android malware detection Journal Article

In: Soft Computing, pp. 1–11, 2016.

BibTeX

2021

Huertas-García, Álvaro; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

CIVIC-UPM at CheckThat! 2021: Integration of Transformers in Misinformation Detection and Topic Classification Inproceedings

In: Conference and Labs of the Evaluation Forum (CLEF) Working Notes, pp. 520–530, 2021.

Abstract | Links | BibTeX

Villar-Rodríguez, Guillermo; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

A la desinformación le gusta la compañía: Representación de bulos de Twitter sobre la COVID-19 mediante embeddings Conference

XIX Conference of the Spanish Association for Artificial Intelligence, 2021.

BibTeX

Huertas-García, Álvaro; Huertas-Tato, Javier; Martín, Alejandro; Camacho, David

Countering Misinformation Through Semantic-Aware Multilingual Models Inproceedings

In: Yin, Hujun; Camacho, David; Tino, Peter; Allmendinger, Richard; Tallón-Ballesteros, Antonio J.; Tang, Ke; Cho, Sung-Bae; Novais, Paulo; Nascimento, Susana (Ed.): Intelligent Data Engineering and Automated Learning – IDEAL 2021, pp. 312–323, Springer International Publishing, Cham, 2021, ISBN: 978-3-030-91608-4.

Abstract | Links | BibTeX

2017

Martín, Alejandro; Fuentes-Hurtado, Félix; Naranjo, Valery; Camacho, David

Evolving deep neural networks architectures for Android malware classification Inproceedings

In: Evolutionary Computation (CEC), 2017 IEEE Congress on, pp. 1659–1666, IEEE 2017.

BibTeX

2016

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

Studying the Influence of Static API Calls for Hiding Malware Inproceedings

In: Conference of the Spanish Association for Artificial Intelligence, pp. 363–372, Springer 2016.

BibTeX

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

String-based malware detection for android environments Inproceedings

In: International Symposium on Intelligent and Distributed Computing, pp. 99–108, Springer International Publishing 2016.

BibTeX

Martín, Alejandro; Menéndez, Héctor D; Camacho, David

Genetic boosting classification for malware detection Inproceedings

In: Evolutionary Computation (CEC), 2016 IEEE Congress on, pp. 1030–1037, IEEE 2016.

BibTeX

Martín, Alejandro; Calleja, Alejandro; Menéndez, Héctor D; Tapiador, Juan; Camacho, David

ADROIT: Android malware detection using meta-information Inproceedings

In: Computational Intelligence (SSCI), 2016 IEEE Symposium Series on, pp. 1–8, IEEE 2016.

BibTeX

2015

Martín, Alejandro; González, José Carlos; Pulido, José Carlos; García-Olaya, Ángel; Fernández, Fernando; Suárez-Mejías, Cristina

Therapy Monitoring and Patient Evaluation with Social Robots Conference

3rd Workshop on ICTs for improving Patients Rehabilitation Research Techniques, REHAB 2015, 2015.

Abstract | Links | BibTeX

2022

Huertas-García, Álvaro; Martín, Alejandro; Huertas-Tato, Javier; Camacho, David

Exploring Dimensionality Reduction Techniques in Multilingual Transformers Miscellaneous

CoRR, 2022.

Abstract | Links | BibTeX

  • 19th International Conference on Intelligent Data Engineering and Automated Learning
    Type: Conference
    Date: November 21, 2018 – November 23, 2018
    Location: Madrid