Publicaciones

2020
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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (TFM). 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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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.
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.
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. Tesis doctoral. 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 2018 Q1 4.098
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. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a trusted gamification platform for employee incentivization based on Blockchain and ReactJS

Andrés Montero Ranc. (2020). Development of a trusted gamification platform for employee incentivization based on Blockchain and ReactJS. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and development of a machine learning system for fast food prevalence characterization using Social Media Mining

Daniel Vera Nieto. (2020). Design and development of a machine learning system for fast food prevalence characterization using Social Media Mining. Trabajo Fin de Titulación (TFG). 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. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a machine learning system for Personality Classification based on stylometric features

Sergio López. (2020). Design and Development of a machine learning system for Personality Classification based on stylometric features. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and development of a mobile application for activity monitoring in an intelligent environment

Juan José Herrero Bermejo. (2020). Design and development of a mobile application for activity monitoring in an intelligent environment. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.

2019
Social context in sentiment analysis: Formal definition, overview of current trends and framework for comparison

J. Fernando Sánchez-Rada & Carlos A. Iglesias. (2019). Social context in sentiment analysis: Formal definition, overview of current trends and framework for comparison. Information Fusion, 52, 344-356.

JCR 2018 Q1 (10.716)
MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction

Oscar Araque, Lorenzo Gatti & Kyriaki Kalimeri. (2019). MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction. Knowledge-Based Systems.

JCR 2018 Q1 5.101
Sentiment Analysis for Social Media

Carlos A. Iglesias & Antonio Moreno. (2019). Sentiment Analysis for Social Media. Applied Sciences, 9 (23), 5037.

JCR 2018 Q2 2.217
Senpy: A framework for semantic sentiment and emotion analysis services

J. Fernando Sánchez-Rada, Oscar Araque & Carlos A. Iglesias. (2019). Senpy: A framework for semantic sentiment and emotion analysis services. Knowledge-Based Systems.

JCR 2018 Q1 5.101
DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques

Oscar Araque, Lorenzo Gatti, Jacopo Staiano & Marco Guerini. (2019). DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques. IEEE Transactions on Affective Computing.

JCR 2018 Q1 4.098
A Bayesian Argumentation Framework for Distributed Fault Diagnosis in Telecommunication Networks

Álvaro Carrera Barroso, Eduardo Alonso & Carlos A. Iglesias. (2019). A Bayesian Argumentation Framework for Distributed Fault Diagnosis in Telecommunication Networks. Sensors, 19 (15), 3408-3430.

JCR 2018 Q1 3.031
Analyzing Radicalism Spread Using Agent-Based Social Simulation

Tasio Méndez, J. Fernando Sánchez-Rada, Carlos A. Iglesias & Paul Cummings (2019). Analyzing Radicalism Spread Using Agent-Based Social Simulation. In Danny Weyns, Viviana Mascardi & Alessandro Ricci (editors), Engineering Multi-Agent Systems 6th International Workshop, EMAS 2018 Stockholm, Sweden, July 14–15, 2018 Revised Selected Papers. Springer Verlag.

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