Publications

2019
Development of an Event Detector in Twitter Streams based on Mention-Anomaly Detection for the City of Madrid

Luis Cristóbal López García. (2019). Development of an Event Detector in Twitter Streams based on Mention-Anomaly Detection for the City of Madrid. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Food Image Classification System based on Transfer Learning with Convolutional Neural Networks

Alberto Sánchez López. (2019). Development of a Food Image Classification System based on Transfer Learning with Convolutional Neural Networks. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Stylometry Library for Texts in Spanish and English. Application to Terrorist and Radical Texts.

de Pablo Marsal, Á. (2019). Design and Development of a Stylometry Library for Texts in Spanish and English. Application to Terrorist and Radical Texts.. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Deep Learning based Attack Detection System for Smart Grids

Pablo Aznar. (2019). Development of a Deep Learning based Attack Detection System for Smart Grids. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and implementation of an API Gateway based on NodeJS and Express

Sergio Gil Rodríguez. (2019). Design and implementation of an API Gateway based on NodeJS and Express. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and development of a diabetes and overweight machine learning classifier using social media mining

Martín de Vidales, L. (2019). Design and development of a diabetes and overweight machine learning classifier using social media mining. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Cognitive Bot for Data Science tutoring based on a Big Data Natural Language Analytics Platform

Daniel Carlander-Reuterfelt Gallo. (2019). Development of a Cognitive Bot for Data Science tutoring based on a Big Data Natural Language Analytics Platform. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Tráfico de bicicletas a través de un servicio de enrutamiento basado en OpenStreetMap.

Alberto López Santiago. (2019). Tráfico de bicicletas a través de un servicio de enrutamiento basado en OpenStreetMap.. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
A semantic data lake framework for autonomous fault management in SDN environments

Benayas de los Santos, F., Álvaro Carrera Barroso, Carlos A. Iglesias & Manuel García-Amado. (2019). A semantic data lake framework for autonomous fault management in SDN environments. Transactions on Emerging Telecommunications Technologies, e3629.

JCR 2019 Q3 1.594, SJR 2019 Q2 0.441, Scopus 2019 Q2 3.3
Design of a facial emotion recognition system using Deep Learning techniques

Ignacio Ramos. (2019). Design of a facial emotion recognition system using Deep Learning techniques. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development and Evaluation of a Sarcasm Detection Algorithm based on Machine Learning and Natural Language Processing Techniques

Julián Amigó Francés. (2019). Development and Evaluation of a Sarcasm Detection Algorithm based on Machine Learning and Natural Language Processing Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Big Data system for analysis and visualization of social media based on REST services

Alberto Pascual-Saavedra. (2019). Development of a Big Data system for analysis and visualization of social media based on REST services. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and implementation of a Social Media Monitoring Web Application based on React framework and Elasticsearch

Álvaro Fernández Rivero. (2019). Design and implementation of a Social Media Monitoring Web Application based on React framework and Elasticsearch. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Development of a Reinforcement Learning Module based on Q-Learning of a Multi-agent System for Emergency Evacuation Simulation

Guzman Gómez. (2019). Development of a Reinforcement Learning Module based on Q-Learning of a Multi-agent System for Emergency Evacuation Simulation. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Multiplatform Mobile Application for a non-profit foundation based on the framework Cordova

Alejandro Garrido. (2019). Design and Development of a Multiplatform Mobile Application for a non-profit foundation based on the framework Cordova. Final Career Project (TFG), ETSI Telecomunicación.
Development of a Sarcasm Classifier based on Machine Learning Techniques

Álvarez Fernández del Vallado, J. (2019). Development of a Sarcasm Classifier based on Machine Learning Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Analysis and Development of a Personal Dashboard for Emotion Tracking

Carlos Marzal Romón. (2019). Analysis and Development of a Personal Dashboard for Emotion Tracking. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Engineering Multi-Agent Systems: State of Affairs and the Road Ahead

Viviana Mascardi, Danny Weyns, Alessandro Ricci, Clara Benac Earle, Arthur Casals, Moharram Challenger et al. (2019). Engineering Multi-Agent Systems: State of Affairs and the Road Ahead. SIGSOFT Engineering Notes (SEN).
Design and Development of a Lexicon-based Emotion Classifier for the Sports Domain on Twitter

Luis García. (2019). Design and Development of a Lexicon-based Emotion Classifier for the Sports Domain on Twitter. Final Career Project. Universidad Politécnica de Madrid.
Sentiment Analysis for Social Media

Carlos A. Iglesias & Antonio Moreno. (2019). Sentiment Analysis for Social Media. MDPI.
Design of an architecture for Cyber-Attack Detection on an SDN environment

Benayas de los Santos, F. (2019). Design of an architecture for Cyber-Attack Detection on an SDN environment. Final Career Project.
Development of Intrusion Detection Models for CyberSecurity in Computer Networks applying Machine Learning Algorithms

Fernando Loro Velardo. (2019). Development of Intrusion Detection Models for CyberSecurity in Computer Networks applying Machine Learning Algorithms. Final Career Project.
A Semantic Similarity-Based Perspective of Affect Lexicons for Sentiment Analysis

Oscar Araque, Ganggao Zhu & Carlos A. Iglesias. (2019). A Semantic Similarity-Based Perspective of Affect Lexicons for Sentiment Analysis. Knowledge Based Systems.

JCR 2019 Q1 5.921, SJR 2019 Q1 1.754, Scopus 2019 Q1 11.7

2018
A Big Linked Data Toolkit for Social Media Analysis and Visualization based on W3C Web Components

J. Fernando Sánchez-Rada, Alberto Pascual-Saavedra, Enrique Conde-Sánchez & Carlos A. Iglesias (2018). A Big Linked Data Toolkit for Social Media Analysis and Visualization based on W3C Web Components. In Hervé Panetto, Christophe Debruyne, Henderik A. Proper, Claudio A. Ardagna, Dumitru Roman & Robert Meersman (editors), On the Move to Meaningful Internet Systems. OTM 2018 Conferences. Part II, pages 498-515. Valletta, Malta : Springer-Verlag.
How well do Spaniards sleep? Analysis of Sleep Disorders based on Twitter mining

Daniel Suárez, Oscar Araque & Carlos A. Iglesias (2018). How well do Spaniards sleep? Analysis of Sleep Disorders based on Twitter mining. In Proceedings of SNAMS 2018, pages 11-18. Valencia, Spain : IEEE.

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