Publicaciones

2025
Design and Development of a Natural Language Understanding System for Emotional Intelligence in Voice

Beatriz Castellanos Rodrigo. (2025). Design and Development of a Natural Language Understanding System for Emotional Intelligence in Voice. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of an Automatic System for Disinformation Detection in the Health Domain using Natural Language Processing Techniques

Henar Iglesias López. (2025). Development of an Automatic System for Disinformation Detection in the Health Domain using Natural Language Processing Techniques. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Implementation of a Question Answering System Using Vector Indexing and Large Language Models

Natalia Alonso Bercebal. (2025). Design and Implementation of a Question Answering System Using Vector Indexing and Large Language Models. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Implementation of an Evaluation Methodology for Retrieval-Augmented Generation in Large Language Models

María Muñoz de Luna Eusebio, C. (2025). Design and Implementation of an Evaluation Methodology for Retrieval-Augmented Generation in Large Language Models. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Knowledge-Graph based System to Enhance Large Language Models in Retrieval-Augmented Generation Scenarios

Cristina Martin Nieto. (2025). Design and Development of a Knowledge-Graph based System to Enhance Large Language Models in Retrieval-Augmented Generation Scenarios. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design of a News Analyzer System based on Large Language Models: Understanding Media Narratives in the Russia-Ukraine War

Fernando Valentín. (2025). Design of a News Analyzer System based on Large Language Models: Understanding Media Narratives in the Russia-Ukraine War. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design of an Immersive Holographic Museum Experience Enhanced by Large Language Models

Fran Cantos. (2025). Design of an Immersive Holographic Museum Experience Enhanced by Large Language Models. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a System for Generating Journalistic Interview Questions using Large Language Models

de la Torre, R. J. (2025). Development of a System for Generating Journalistic Interview Questions using Large Language Models. Trabajo Fin de Titulación (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of an Automated and Controllable Chatbot for Assistance of Children and Adolescents at Risk

Beatriz Méndez Peraza. (2025). Design and Development of an Automated and Controllable Chatbot for Assistance of Children and Adolescents at Risk. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Generative AI-Driven Real Estate Web Management Application for Enhanced Marketing Content Generation

Miguel Fernández Reyes. (2025). Design and Development of a Generative AI-Driven Real Estate Web Management Application for Enhanced Marketing Content Generation. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Special Issue on Recent Applications of Machine Learning in Natural Language Processing (NLP)

Jinyl Zhang & Carlos A. Iglesias. (2025). Special Issue on Recent Applications of Machine Learning in Natural Language Processing (NLP). Applied Sciences, 15 (11), 6110.

JCR(Q2)
Analysis of Football Events using Data Analysis and Machine Learning Techniques: A Practical Application in the Sports Field

de Paz, J. (2025). Analysis of Football Events using Data Analysis and Machine Learning Techniques: A Practical Application in the Sports Field. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a framework for Social Isolation Prediction using Machine Learning from Mobile Phone Data

Ariel Díaz Punina. (2025). Development of a framework for Social Isolation Prediction using Machine Learning from Mobile Phone Data. Trabajo Fin de Titulación.
Design of a Social Robot Assistant for Stress Management Based on Large Language Models

Rubén Octavio Tercero. (2025). Design of a Social Robot Assistant for Stress Management Based on Large Language Models. Trabajo Fin de Titulación.
Design and Implementation of Augmented Reality and 3D Visualization Tools for Electoral Data Analysis

Darío Cobo Arza. (2025). Design and Implementation of Augmented Reality and 3D Visualization Tools for Electoral Data Analysis. Trabajo Fin de Titulación.
Design and Implementation of an Explainable System Based on Large Language Models for Assessing Depression Levels in Texts

Ana Pérez Ros. (2025). Design and Implementation of an Explainable System Based on Large Language Models for Assessing Depression Levels in Texts. Trabajo Fin de Titulación.
Development of a personal assistant based on LLMs for mental health

Samuel Romero Marín. (2025). Development of a personal assistant based on LLMs for mental health. Trabajo Fin de Titulación.
Design and Implementation of a Data Collection Study to Evaluate Students' Stress Levels Using an Intelligent Platform

Álvaro Guarnido Rojano. (2025). Design and Implementation of a Data Collection Study to Evaluate Students' Stress Levels Using an Intelligent Platform. Trabajo Fin de Titulación.
That is unacceptable: The moral foundations of canceling

Soda Marem Lo, Oscar Araque, Rajesh Sharma & Marco Antonio Stranisci (2025). That is unacceptable: The moral foundations of canceling. In.

CORE A*

2024
Exploiting Content Characteristics for Explainable Detection of Fake News

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.

JCR Q1
JobKG: A Knowledge Graph of the Romanian Job Market based on Natural Language Processing

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.
Design and Development of an Ethical and Moral Values Audit Toolkit for Detecting Bias and Fairness in Machine Learning-based Text Classifiers

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. Trabajo Fin de Titulación (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Semantic Ethical Black Box for a Social Robot. Audit of the Bias and Fairness of Training Datasets

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. Trabajo Fin de Titulación (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of an occupational stress prediction system exploiting computer interaction data through machine learning

Sofia Pérez. (2024). Development of an occupational stress prediction system exploiting computer interaction data through machine learning. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of an Application to Decrease Procrastination and Enhance Productivity in the Workplace

Martín Rodríguez Barroso. (2024). Design and Development of an Application to Decrease Procrastination and Enhance Productivity in the Workplace. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.

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