List of publications made by our members related with the project.
Journals
2024
Spain on Fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information
Liz-López, H., Huertas-Tato, J., Pérez-Aracil, J., Casanova-Mateo, C., Sanz-Justo, J., & Camacho, D. (2024). Spain on Fire: A novel wildfire risk assessment model based on image satellite processing and atmospheric information. Knowledge-Based Systems, 283, 111198.
Generation and detection of manipulated multimodal audiovisual content: advances, trends and open challenges
Helena Liz-López, Mamadou Keita, Abdelmalik Liz-Lopez, H., Keita, M., Taleb-Ahmed, A., Hadid, A., Huertas-Tato, J., & Camacho, D. (2024). Generation and detection of manipulated multimodal audiovisual content: Advances, trends and open challenges. Information Fusion, 103, 102103.
2023
Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language
Ruffo, G., Semeraro, A., Giachanou, A., & Rosso, P. (2023). Studying fake news spreading, polarisation dynamics, and manipulation by bots: A tale of networks and language. Computer science review, 47, 100531.
Understanding writing style in social media with a supervised contrastively pre-trained transformer
Huertas-Tato, J., Martin, A., & Camacho, D. (2023). Understanding writing style in social media with a supervised contrastively pre-trained transformer. arXiv preprint arXiv:2310.11081.
Conferences
2024
Harnessing the Power of Large Vision Language Models for Synthetic Image Detection
Keita, W. Hamidouche, H. Bougueffa, A. Taleb-Ahmed, A. Hadid. Harnessing the power of large vision language models for synthetic image detection. IEEE ICASSP 2024 (https://2024.ieeeicassp.org), in Seoul, Korea on April 14-19, 2024.
2023
Understanding Multilabel Classification from Within
Helena Liz-López, Javier Huertas-Tato, David Camacho. Transparency in Ensembles: XAI-Based visualisation for Understanding Multilabel Classification from Within. In 2023, The 12th International Conference on Smart Media and Applications (SMA).
Exploring Multiple Classification Systems for Online Time Series Anomaly Detection
Santamaria-Valenzuela, I., Rodriguez-Fernandez, V., & Camacho, D. (2023, September). Exploring Multiple Classification Systems for Online Time Series Anomaly Detection. In 2023 International Conference on Network, Multimedia and Information Technology (NMITCON) (pp. 1-6). IEEE.
Using authorship embeddings to understand writing style in social media
Huertas-Tato, J., Martín, A., & Camacho, D. (2023, September). Using Authorship Embeddings to Understand Writing Style in Social Media. In International Conference of the Cross-Language Evaluation Forum for European Languages (pp. 60-71). Cham: Springer Nature Switzerland.
Measuring the relationship between the use of typical Manosphere discourse and the engagement of a user with the pick-up artist community
Huertas-Tato, J., Martín, A., & Camacho, D. (2023, September). Using Authorship Embeddings to Understand Writing Style in Social Media. In International Conference of the Cross-Language Evaluation Forum for European Languages (pp. 60-71). Cham: Springer Nature Switzerland.
Transparency in Medicine: How eXplainable AI is Revolutionizing Patient Care
Liz-López, H., Huertas-Tato, J., & Camacho, D. (2023, September). Transparency in Medicine: How eXplainable AI is Revolutionizing Patient Care. In 2023 International Conference on Network, Multimedia and Information Technology (NMITCON) (pp. 1-6). IEEE.
Multilingual Detection of Check-Worthy Claims using World Languages and Adapter Fusion
Schlicht I., Flek L. Rosso P. (2023) Multilingual Detection of Check-Worthy Claims using World Languages and Adapter Fusion. En: Proc. 45th European Conf. on Information Retrieval, ECIR-2023, Springer-Verlag, LNCS(13980), pp. 118-133.
Tackling Covid-19 Conspiracies on Twitter using BERT Ensembles, GPT-3 Augmentation, and Graph NNs
Korencic D., Grubišic I., De La Peña Sarracén G., Toselli A.H., Chulvi B., Rosso P. (2023) Tackling Covid-19 Conspiracies on Twitter using BERT Ensembles, GPT-3 Augmentation, and Graph NNs. En: Working Notes Proceedings of the MediaEval 2022 Workshop Bergen, Norway and Online, 12-13 January https://ceur-ws.org/Vol-3583/.