Oscar Araque & Carlos A. Iglesias. (2022). An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing. Cognitive Computation, 14, 48-61.
Sergio Muñoz López & Carlos A. Iglesias. (2022). A text classification approach to detect psychological stress combining a lexicon-based feature framework with distributional representations. Information Processing & Management, 59 (5), 103011.
Dhiraj Tejwani Jethani. (2022). Development of a System for Analysis of the Effect of Vocabularies on the Effectiveness of Radical Text Detection. Final Career Project. Grupo de Sistemas Inteligentes, Universidad Politécnica de Madrid.
Pablo Real Baeza. (2022). Design and Development of a Machine Learning System for the Detection of Propaganda in Radical Texts using Transformers. Final Career Project.
Inés El Khloufi Larrán. (2022). Design and Development of a Conversational-driven System for Unmasking health Fake News using Data Mining Techniques. Final Career Project.
Sergio Muñoz López, Carlos A. Iglesias, Oscar Mayora & Venet Osmani. (2022). Prediction of stress levels in the workplace using surrounding stress. Information Processing & Management, 59 (6), 103064.
Marco A. Stranisci, Simona Frenda, Mirko Lai, Oscar Araque, Alessandra T. Cignarella, Valerio Basile et al (2022). O-Dang! The Ontology of Dangerous Speech Messages. In Proceedings of the SALLD-2 Workshop @LREC2020.
de Pablo Marsal, Á., Oscar Araque & Carlos A. Iglesias. (2022). Transfer Learning with Social Media Content in the Ride-Hailing Domain by Using a Hybrid Machine Learning Architecture. Electronics, 11 (2), 23.
Javier Antón Yuste. (2022). Development of a Machine Learning System for Detection and Analysis of Eating Disorder in Social Media ( Copy). Final Career Project. Universidad Politécnica de Madrid.
Pablo Sainz San Juan. (2022). Development of a Machine Learning System for Predicting Stress at the Workplace. Final Career Project. Universidad Politécnica de Madrid.
Oscar Araque, Lorenzo Gatti & Kyriaki Kalimeri (2022). LibertyMFD: A Lexicon to Assess the Moral Foundation of Liberty. In GoodIT '22: Proceedings of the 2022 ACM Conference on Information Technology for Social Good, pages 154-160. ACM.
Alejandro Moreno García & Carlos A. Iglesias. (2021). Understanding Customers’ Transport Services with Topic Clustering and Sentiment Analysis. Applied Sciences, 11 (10169), 1-18.
Carlos A. Iglesias & J. Fernando Sánchez-Rada (2021). Sentiment Analysis meets Linguistic Linked Data: An overview of the State of the Art. In Proceedings of the 1st Workshop on Sentiment Analysis & Linguistic Linked Data. Zaragoza, Spain : OASics (OpenAccess Series in Informatics).
Carlos A. Iglesias & J. Fernando Sánchez-Rada (2021). Sentiment Analysis meets Linguistic Linked Data: An overview of the State of the Art. In Sara Carvalho & Renato Rocha Souza (editors), Proceedings of the Workshops and Tutorials - Language Data and Knowledge 2021 co-located with the Language, Data and Knowledge Conference (LDK 2021), pages 1-14. CEUR.
Alejandro Moreno García. (2021). Analysis and Design of a Topic clustering system based on Genetic Algorithms for analyzing Customer Voice in Transport Services. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Daniel Vera Nieto. (2021). Design and Development of a Causal Inference Machine Learning System based on Textual Data. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
David Algarra Medina. (2021). Generation and Evaluation of Lexicons Focused on HateSpeech using Deep Neural Networks. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Martín González Calvo. (2021). Design and Development of a Platform to Track Sustainable Mobility Social Trends. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
de Vega Fernández, D. (2021). Design and development of a system for feelings characterization in parks using Social Media Mining. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Ignacio Cervantes. (2021). Design and Implementation of a ChatOps Environment using the Framework Rasa. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Guillermo Canete Riaza. (2021). Design and Development of a Classification and Detection System of Malicious Emails with NLP. Final Career Project. Universidad Politécnica de Madrid.
de Pablo Marsal, Á. (2021). Design and Development of a Machine Learning System for Opinion and Natural Language Analysis in Social Media. Application to the Ride-Hailing and Radicalization Domains. Final Career Project.
Nicolás López Cano. (2021). Design and Development of a Mental Illness Recognition System for Detecting Stress and Depression from Text. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI de Telecomunicación.
Daniel Vera Nieto, Oscar Araque & Carlos A. Iglesias (2021). GSI-UPM at IberLEF2021: Emotion Analysis of Spanish Tweets by Fine-tuning the XLM-RoBERTa Language Model. In CEUR (editor), pages 16-26.
