Publications

2023
Machine Learning Approaches for Frailty Detection, Prediction and Classification in Elderly People: A Systematic Review

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.

JCR 2022 4,9 (Q1)
Design and development of a visualization tool for analyzing Jihadist sources using the visual analytics platform Tableau

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.
Development of an Inmersive Emotion-aware system

José Ignacio Mora Pérez. (2023). Development of an Inmersive Emotion-aware system. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and development of a data analysis framework based on users' interaction from Stackoverflow and Reddit.

Adrián González Hernando. (2023). Design and development of a data analysis framework based on users' interaction from Stackoverflow and Reddit.. Final Career Project (TFM). Universidad Politécnica de Madrid.
Extending the OSLC Standard for ECA-Based Automation

Guillermo García Grao & Álvaro Carrera Barroso. (2023). Extending the OSLC Standard for ECA-Based Automation. Electronics, 12 (14), 3043.

JCR 2022 2,9 (Q2)
A Toxic Style Transfer Method Based on the Delete–Retrieve–Generate Framework Exploiting Toxic Lexicon Semantic Similarity

Martín Iglesias Goyanes, Oscar Araque & Carlos A. Iglesias. (2023). A Toxic Style Transfer Method Based on the Delete–Retrieve–Generate Framework Exploiting Toxic Lexicon Semantic Similarity. Applied Sciences, 13 (8590), app13158590.

JCR 2022 2,7 (Q2)
Development of a Neologism Detection System based on Epidemic Models

Pablo Rubio. (2023). Development of a Neologism Detection System based on Epidemic Models. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of an Agent-Based Model of the Radicalization Process

Leandro Campos Hernáez. (2023). Development of an Agent-Based Model of the Radicalization Process. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a COVID-19 Misinformation Detection System using Machine Learning and Natural Language Processing Techniques

Óscar Parro Sainz. (2023). Development of a COVID-19 Misinformation Detection System using Machine Learning and Natural Language Processing Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Study and Detection of Anti-Vaccine Language on Social Media using Natural Language Processing Techniques

Mª Felipa Ledesma Corniel. (2023). Study and Detection of Anti-Vaccine Language on Social Media using Natural Language Processing Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Machine Learning System for Predicting Patient Illnesses based on Demographic and Laboratory Data

Matteo Taronna Nespeca. (2023). Design and Development of a Machine Learning System for Predicting Patient Illnesses based on Demographic and Laboratory Data. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development and evaluation of a Natural Language Processing system for radical propaganda detection using the Moral Foundations Theory and Affect Analysis

Alonso del Real, P. (2023). Development and evaluation of a Natural Language Processing system for radical propaganda detection using the Moral Foundations Theory and Affect Analysis. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development and Evaluation of a Mental Health Detection System on Social Media Posts using Natural Language Processing and Machine Learning Techniques

Andrea Laguna Liang. (2023). Development and Evaluation of a Mental Health Detection System on Social Media Posts using Natural Language Processing and Machine Learning Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Analysis and characterization of social networks in the Formula 1 domain

Jesús Miguel García Sánchez. (2023). Analysis and characterization of social networks in the Formula 1 domain. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Improving Mental and Emotional Wellbeing based on Intelligent Techniques. Application to the case of Smart Offices

Sergio Muñoz López. (2023). Improving Mental and Emotional Wellbeing based on Intelligent Techniques. Application to the case of Smart Offices. Phd Thesis. Universidad Politécnica de Madrid, ETSI Telecomunicación.
Applications of Knowledge Graphs in Telecommunication Systems Management

Francisco Javier Zorzano & Carlos A. Iglesias. (2023). Applications of Knowledge Graphs in Telecommunication Systems Management. IEEE Internet Computing.

JCR 2021 2.68 (Q2), SJR 2021 1.083 (Q1)
What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric

Enrico Liscio, Oscar Araque, Lorenzo Gatti, Ionut Constantinescu, Catholijn Jonker, Kyriaki Kalimeri et al (2023). What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric. In for Computational Linguistics, A. (editor), Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 14113–14132.
Advanced Analysis Technologies for Social Media

Barbara Guidi, Carlos A. Iglesias, Giulio Rossetti & Kevin Koidi. (2023). Advanced Analysis Technologies for Social Media. Applied Sciences, 13 (3), 1909.

JCR 2021 2.838 (Q2), SJR 2021 0.507 (Q2)
Detection of the Severity Level of Depression Signs in Text Combining a Feature-Based Framework with Distributional Representations

Sergio Muñoz López & Carlos A. Iglesias. (2023). Detection of the Severity Level of Depression Signs in Text Combining a Feature-Based Framework with Distributional Representations. Applied Sciences, 13 (21), 11695.

JCR 2022 Q2 2.7 SJR 2022 Q2 0.492 Scopus 2022 Q2 4.5

2022
Making Sense of Language Signals for Monitoring Radicalization

Oscar Araque, J. Fernando Sánchez-Rada, Álvaro Carrera Barroso, Carlos A. Iglesias, Jorge Tardío Rubio, Guillermo García Grao et al. (2022). Making Sense of Language Signals for Monitoring Radicalization. Applied Sciences, 12 (8143), 1-27.

JCR Q2 2.838 (2021)
Green Areas: The Secret of the Happiness of the People of Madrid

de Vega Fernández, D., Oscar Araque & Carlos A. Iglesias. (2022). Green Areas: The Secret of the Happiness of the People of Madrid. Telecom, 3, 514-525.

CiteScore 3.1 Q2 (2022)
Design and development of an OSLC adapter for Google Cloud Services

Alejandro Jesús Vargas Pérez. (2022). Design and development of an OSLC adapter for Google Cloud Services. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Browser Plugin for Intelligent Text Analytics

del Pozo Díaz, M. (2022). Design and Development of a Browser Plugin for Intelligent Text Analytics. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and implementation of a monitoring framework for a DevOps life-cycle based on semantic techniques and the OSLC standard

Víctor Álvarez Provencio. (2022). Design and implementation of a monitoring framework for a DevOps life-cycle based on semantic techniques and the OSLC standard. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of an agent-based model for simulating the influence of jihadist terrorist attacks on the 2004 Spanish general election

Gabriel Funes Gabaldón. (2022). Development of an agent-based model for simulating the influence of jihadist terrorist attacks on the 2004 Spanish general election. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.

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