Publications

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 Q3 2019 (0.353)
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
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
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
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.
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.
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.
Design and development of a monitoring system for Spanish political tweets in COVID-19 emergency

Daniel Lledo Raigal. (2020). Design and development of a monitoring system for Spanish political tweets in COVID-19 emergency. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Predicting Reputation in the Sharing Economy with Twitter Social Data

Toni Prada & Carlos A. Iglesias. (2020). Predicting Reputation in the Sharing Economy with Twitter Social Data. Applied Sciences, 10 (2881), 1-18.

JCR Q2 2.52 - 2018 Scopus
Sentiment Analysis for Social Media

Carlos A. Iglesias & Antonio Moreno (2020). Sentiment Analysis for Social Media. In Carlos A. Iglesias & Antonio Moreno (editors). MDPI.
CRANK: A Hybrid Model for User and Content Sentiment Classification Using Social Context and Community Detection

J. Fernando Sánchez-Rada & Carlos A. Iglesias. (2020). CRANK: A Hybrid Model for User and Content Sentiment Classification Using Social Context and Community Detection. Applied Science, 10 (5), 1662.

JCR Q2 2.52 - 2018 Scopus
Radical Text Detection Based on Stylometry

de Pablo Marsal, Á., Oscar Araque & Carlos A. Iglesias (2020). Radical Text Detection Based on Stylometry. In Proceedings of International Conference on Information Systems Security and Privacy. Valletta, Malta : ScitePress.
Sentiment and Emotion Analysis in Social Networks: modeling and linking data, affects and people

J. Fernando Sánchez-Rada. (2020). Sentiment and Emotion Analysis in Social Networks: modeling and linking data, affects and people. Phd Thesis. Universidad Politécnica de Madrid.
An Approach for Radicalization Detection based on Emotion Signals and Semantic Similarity

Oscar Araque & Carlos A. Iglesias. (2020). An Approach for Radicalization Detection based on Emotion Signals and Semantic Similarity. IEEE Access, 8, 17877 - 17891.

JCR 2019 Q1 3.745
Development of an Augmented Reality Application for Interacting with Smart Objects in a Smart Office using the technology Android ARCore

Pablo García Benedicto. (2020). Development of an Augmented Reality Application for Interacting with Smart Objects in a Smart Office using the technology Android ARCore. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.

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