Publications

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

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.
Design and Development of a Mental Illness Recognition System for Detecting Stress and Depression from Text

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.
Development of an Agent-based Social Simulation System for Analysing Drivers Emotions and Their Impact on Driving Behaviour

Diego García Fierro. (2021). Development of an Agent-based Social Simulation System for Analysing Drivers Emotions and Their Impact on Driving Behaviour. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI de Telecomunicación.
GSI-UPM at IberLEF2021: Emotion Analysis of Spanish Tweets by Fine-tuning the XLM-RoBERTa Language Model

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.
The Language of Liberty: A preliminary study

Oscar Araque, Lorenzo Gatti & Kyriaki Kalimeri (2021). The Language of Liberty: A preliminary study. In Companion Proceedings of the Web Con-ference 2021 (WWW ’21 Companion).

2020
A Big Data Reference Architecture for Emergency Management

Carlos A. Iglesias, Alfredo Favenza & Álvaro Carrera Barroso. (2020). A Big Data Reference Architecture for Emergency Management. Information, 12 (11), 1-24.

SJR 2020 Q3 0.349, Scopus 2020 Q3 3.0
MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction

Oscar Araque, Lorenzo Gatti & Kyriaki Kalimeri. (2020). MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction. Knowledge-Based Systems.

JCR 2019 Q1 5.921, SJR 2020 Q1 1.59, Scopus 2020 Q1 11.3
A Distributional Semantics Perspective of Lexical Resources for Affect Analysis: An application to Extremist Narratives

Oscar Araque. (2020). A Distributional Semantics Perspective of Lexical Resources for Affect Analysis: An application to Extremist Narratives. Phd Thesis. Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of an Intelligent Image Generator based on Machine Learning Techniques using Genetic Algorithms

de Fermín Cordeiro, J. (2020). Development of an Intelligent Image Generator based on Machine Learning Techniques using Genetic Algorithms. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
A Decision Support System for Loan Management based on Machine Learning Techniques

de la Vega, I. P. (2020). A Decision Support System for Loan Management based on Machine Learning Techniques. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Empowering Museum Experiences Applying Gamification Techniques Based on Linked Data and Smart Objects

Álvaro Carrera Barroso, Carlos A. Iglesias & Alejandro López Martínez. (2020). Empowering Museum Experiences Applying Gamification Techniques Based on Linked Data and Smart Objects. Applied Sciences, 10 (16), 5419.

JCR 2019 Q2 2.474, SJR 2020 Q2 0.44, Scopus 2020 Q2 3.0
On the use of Jargon and Word Embeddings to Explore Subculture within the Reddit’s Manosphere

Tracie Farrell, Oscar Araque, Miriam Fernandez & Harith Alani (2020). On the use of Jargon and Word Embeddings to Explore Subculture within the Reddit’s Manosphere. In Proceedings of the WebSci '20: 12th ACM Conference on Web Science. Southamption, United KIngdom : ACM.
An Emotion-Aware Learning Analytics System Based on Semantic Task Automation

Sergio Muñoz López, Enrique Sánchez Tolbaños & Carlos A. Iglesias. (2020). An Emotion-Aware Learning Analytics System Based on Semantic Task Automation. Electronics, 9 (8), 1194.

JCR 2019 Q2 2.412, SJR 2020 Q2 0.36, Scopus 2020 Q2 2.7
Comparative Analysis Of Current Trends For Explainable Artificial Intelligence

Lenin Rivadeneira Puetate. (2020). Comparative Analysis Of Current Trends For Explainable Artificial Intelligence. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
A Practical Demonstration of a Variable Incentive Model for Bike-Sharing Systems Based on Agent-Based Social Simulation

Alberto López Santiago, Carlos A. Iglesias & Álvaro Carrera Barroso (2020). A Practical Demonstration of a Variable Incentive Model for Bike-Sharing Systems Based on Agent-Based Social Simulation. In Demazeau, Ives, Holvoet, Tom, Corchado, Juan M. et al (editors), Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness The PAAMS Collection. Springer Verlag.
Improving Sustainable Mobility with a Variable Incentive Model for Bike-Sharing Systems Based on Agent-Based Social Simulation

Alberto López Santiago, Carlos A. Iglesias & Álvaro Carrera Barroso (2020). Improving Sustainable Mobility with a Variable Incentive Model for Bike-Sharing Systems Based on Agent-Based Social Simulation. In Demazeau, Ives, Holvoet, Tom, Corchado, Juan M. et al (editors), Advances in Practical Applications of Agents, Multi-Agent Systems, and Trustworthiness The PAAMS Collection. Springer Verlag.
Design and implementation of a bias analysis tool for machine learning algorithms

Martín González Calvo. (2020). Design and implementation of a bias analysis tool for machine learning algorithms. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Trading analysis and operation System for American stocks using Deep Reinforcement Learning

Víctor Clemente Teruel. (2020). Development of a Trading analysis and operation System for American stocks using Deep Reinforcement Learning. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Digital Signage System based on the Content Management System Joomla

Nicolás López Cano. (2020). Design and Development of a Digital Signage System based on the Content Management System Joomla. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of visualization dashboards for real-time monitoring on SDN networks.

Daniel Fernández Gordo. (2020). Development of visualization dashboards for real-time monitoring on SDN networks.. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Application of Natural Language Processing techniques for biomedical document classification

Antonio Ochotorena Laynez. (2020). Application of Natural Language Processing techniques for biomedical document classification. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of an Algorithmic Trading System for Cryptocurrencies using Reinforcement Learning and Deep Learning

Jaime Palos. (2020). Design and Development of an Algorithmic Trading System for Cryptocurrencies using Reinforcement Learning and Deep Learning. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a MultiDevice Platform for Preventing Bullying in Schools

Carlos Cano. (2020). Design and Development of a MultiDevice Platform for Preventing Bullying in Schools. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Mobile Mood Detector based on Machine Learning Techniques

Jorge García-Castaño. (2020). Development of a Mobile Mood Detector based on Machine Learning Techniques. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Reinforcement Learning-based Intelligent Agent for Solving Text Games using TextWorld

Bruno González López. (2020). Design and Development of a Reinforcement Learning-based Intelligent Agent for Solving Text Games using TextWorld. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.

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