Publications

2024
Application of Machine Learning and Data Analysis Techniques in Professional Football

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.
Design and Development of Automatization Pipelines for Machine Learning Projects based on the MLOps Frameworks

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.
Design and Development of a Conversational Anamnesis Application for Structured Patient Symptom Recording and Analysis

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.

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), SJR 2022 1.197 (Q1)
SLIWC, Morality, NarrOnt and Senpy Annotations: four vocabularies to fight radicalization

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.
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.
Development of a Music Recommender System to Promote Emotional Well-being

Antonio Ardura Carnicero. (2023). Development of a Music Recommender System to Promote Emotional Well-being. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Mood and Habits Tracking Application for Promoting Mental Health

Sandra Cascante. (2023). Design and Development of a Mood and Habits Tracking Application for Promoting Mental Health. Final Career Project (TFG). 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), SJR 0.628 (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), SJR 2022 0.492 (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 2022 3.2 (Q2), SJR 2022 1.023 (Q1)
Towards a Multilingual System for Vaccine Hesitancy Using a Data Mixture Approach

Oscar Araque, Mª Felipa Ledesma Corniel & Kyriaki Kalimeri (2023). Towards a Multilingual System for Vaccine Hesitancy Using a Data Mixture Approach. In CEUR (editor), Italian Conference on Computational Linguistics.
EMit at EVALITA 2023: Overview of the Categorical Emotion Detection in Italian Social Media Task

Oscar Araque, Simona Frenda, Rachele Sprugnoli, Debora Nozza & Viviana Patti (2023). EMit at EVALITA 2023: Overview of the Categorical Emotion Detection in Italian Social Media Task. In CEUR (editor), Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian.
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.

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