de Paz, J. (2025). Analysis of Football Events using Data Analysis and Machine Learning Techniques: A Practical Application in the Sports Field. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Sergio Muñoz López & Carlos A. Iglesias. (2024). Exploiting Content Characteristics for Explainable Detection of Fake News. Big Data and Cognitive Computation, 8 (4), 1-18.
Petre Caraiani, Liviu-Adrian Cotfas, Flavius Cosmin Darie, Camelia Delcea, Carlos A. Iglesias & Radu Prodan (2024). JobKG: A Knowledge Graph of the Romanian Job Market based on Natural Language Processing. In Anisa Rula, Emanuel Sallinger, Ognjen Savkovic, Ioana Georgiana Ciuciu, Ioan Toma, Josiane Xavier Parreira et al (editors), Proceedings of RuleML+RR 2024, the 8th International Joint Conference on Rules and Reasoning. Bucharest, Romania : CEUR.
José Luis Benítez Santana. (2024). Design and Development of an Ethical and Moral Values Audit Toolkit for Detecting Bias and Fairness in Machine Learning-based Text Classifiers. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Saulo José Nuez Ortega. (2024). Design and Development of a Semantic Ethical Black Box for a Social Robot. Audit of the Bias and Fairness of Training Datasets. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Sofia Pérez. (2024). Development of an occupational stress prediction system exploiting computer interaction data through machine learning. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Martín Rodríguez Barroso. (2024). Design and Development of an Application to Decrease Procrastination and Enhance Productivity in the Workplace. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Juan Serrano Zapatero. (2024). Development of a Dashboard for Sports Betting Tipsters Analysis. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Pablo Fernández Fraile. (2024). Design and Development of a Browser Plugin for Analysing Moral Emotions based on Intelligent Text Analytics. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
de Enciso García, J. (2024). Design and Development of an Automated System for Early Detection of Elderly Frailty. Final Career Project (TFG). Universidad Politécnica de Madrid.
Roshni Mahtani Vashdev. (2024). Design and Development of an Emotion-Driven Song Recommendation System for Music Therapy. Final Career Project (TFG). Universidad Politécnica de Madrid.
Anny Álvarez Nogales. (2024). Development of a Moral Foundations Estimation System based on Natural Language Processing Techniques and Transformer Models. Final Career Project (TFG). Universidad Politécnica de Madrid.
Javier Mazario Picazo. (2024). Application of Machine Learning and Data Analysis Techniques in Professional Football. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Aitor Martín Romo. (2024). Design and Development of Automatization Pipelines for Machine Learning Projects based on the MLOps Frameworks. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Daniel Russo, Oscar Araque & Marco Guerini (2024). To Click It or Not to Click It: An Italian Dataset for Neutralising Clickbait Headlines. In Proceedings of the Tenth Italian Conference on Computational Linguistics (CLiC-it 2024).
J. Fernando Sánchez Rada, Raquel Vila Rodríguez, Jesús Montes & Pedro Zufiria. (2024). Predicting the Aggregate Mobility of a Vehicle Fleet within a City Graph. Algorithms, 17 (4).
de Enciso García, J., Matteo Leghissa, Oscar Araque & Álvaro Carrera Barroso (2024). Exploring Temporal Features in Health Records for Frailty Detection. In de Sevilla, U. (editor), CASEIB 2024. Libro de Actas del XLII Congreso Anual de la Sociedad Española de Ingeniería Biomédica.
Beatriz Hernandez-Fonta Codesido. (2024). Development of a Fake News Detection System using Machine Learning and Natural Language Processing Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid.
David Brau Queralt. (2024). Design and Development of a Conversational Anamnesis Application for Structured Patient Symptom Recording and Analysis. Final Career Project. Universidad Politécnica de Madrid.
Matteo Leghissa, Álvaro Carrera Barroso & Carlos A. Iglesias. (2024). FRELSA: A dataset for frailty in elderly people originated from ELSA and evaluated through machine learning models. International journal of medical informatics, 192.
Matteo Leghissa, Álvaro Carrera Barroso & Carlos A. Iglesias. (2023). Machine Learning Approaches for Frailty Detection, Prediction and Classification in Elderly People: A Systematic Review. International Journal of Medical Informatics, 178, 105172.
J. Fernando Sánchez Rada, Guillermo García Grao, Oscar Araque & Carlos A. Iglesias (2023). SLIWC, Morality, NarrOnt and Senpy Annotations: four vocabularies to fight radicalization. In Sara Carvalho, Jorge Gracia, Anas Fahad Khan, John P. McCrae, Ana Ostroški Anić, Dagmar Gromann et al (editors), Proceedings of the 4th Conference on Language, Data and Knowledge, pages 617-626. Vienna : NOVA CLUNL, Portugal.
Nicolás López Cano. (2023). Design and development of a visualization tool for analyzing Jihadist sources using the visual analytics platform Tableau. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
