Publications

2021
Analysis and Design of a Topic clustering system based on Genetic Algorithms for analyzing Customer Voice in Transport Services

Alejandro Moreno García. (2021). Analysis and Design of a Topic clustering system based on Genetic Algorithms for analyzing Customer Voice in Transport Services. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Causal Inference Machine Learning System based on Textual Data

Daniel Vera Nieto. (2021). Design and Development of a Causal Inference Machine Learning System based on Textual Data. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Implementation of a Gamified Virtual Reality Environment for Drivers of Ride-Hailing Services

Alberto López Santiago. (2021). Design and Implementation of a Gamified Virtual Reality Environment for Drivers of Ride-Hailing Services. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design of Alternative Routing Methods Focused on Pollution Exposure and Their Evaluation Through Agent-Based Simulation

Sergio López López. (2021). Design of Alternative Routing Methods Focused on Pollution Exposure and Their Evaluation Through Agent-Based Simulation. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Generation and Evaluation of Lexicons Focused on HateSpeech using Deep Neural Networks

David Algarra Medina. (2021). Generation and Evaluation of Lexicons Focused on HateSpeech using Deep Neural Networks. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Platform to Track Sustainable Mobility Social Trends

Martín González Calvo. (2021). Design and Development of a Platform to Track Sustainable Mobility Social Trends. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and development of a system for feelings characterization in parks using Social Media Mining

de Vega Fernández, D. (2021). Design and development of a system for feelings characterization in parks using Social Media Mining. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Scheduling Intelligent System for Youth Camps based on Constraint Programming

David Pérez Sanz. (2021). Design and Development of a Scheduling Intelligent System for Youth Camps based on Constraint Programming. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Implementation of a ChatOps Environment using the Framework Rasa

Ignacio Cervantes. (2021). Design and Implementation of a ChatOps Environment using the Framework Rasa. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
An Agent Based Simulation System for Analyzing Stress Regulation Policies at the Workplace

Sergio Muñoz López & Carlos A. Iglesias. (2021). An Agent Based Simulation System for Analyzing Stress Regulation Policies at the Workplace. Journal of Computational Science.

JCR 2019 Q1 2.644, SJR 2020 Q1 0.7, Scopus 2020 Q1 8.2
Design and Development of a Classification and Detection System of Malicious Emails with NLP

Guillermo Canete Riaza. (2021). Design and Development of a Classification and Detection System of Malicious Emails with NLP. Final Career Project. Universidad Politécnica de Madrid.
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.

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