Publications

2020
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.
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. 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 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. Final Career Project (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. Final Career Project (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. Final Career Project (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. Final Career Project (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. Final Career Project (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. Final Career Project (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.
Design of an Emotional Lighting System based on Sentiment Analysis of Twitter

José Fernández. (2019). Design of an Emotional Lighting System based on Sentiment Analysis of Twitter. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and development of a developer sentiment analysis system based on GitHub commit comments

Adrián González Hernando. (2019). Design and development of a developer sentiment analysis system based on GitHub commit comments. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.

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