Publicaciones

2019
Design and Development of an Emotion-aware Learning Analytics system based on Machine Learning Techniques and Semantic Task Automation

Enrique Sánchez Tolbaños. (2019). Design and Development of an Emotion-aware Learning Analytics system based on Machine Learning Techniques and Semantic Task Automation. Trabajo Fin de Titulación (Master thesis). Universidad Politécnica de Madrid, ETSI Telecomunicación.
A framework for fake review detection in online consumer electronics retailers

Rodrigo Barbado, Oscar Araque & Carlos A. Iglesias. (2019). A framework for fake review detection in online consumer electronics retailers. Information Processing and Management, 56 (4), 1234-1244.

JCR 2019 Q1 4.787, SJR 2019 Q1 1.192, Scopus 2019 Q1 8.6
Development of an OCR-based text recognition solution using Deep Learning

Raffaele Perini. (2019). Development of an OCR-based text recognition solution using Deep Learning. Trabajo Fin de Titulación (TFM (EIT-SSA)). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter

Diego Benito-Sánchez, Oscar Araque & Carlos A. Iglesias (2019). Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter. In Proceedings of SemEval 2019. Minneapolis, USA.
Design and Development of a Hate Speech Detector in Social Networks Based on Deep Learning Technologies

Diego Benito-Sánchez. (2019). Design and Development of a Hate Speech Detector in Social Networks Based on Deep Learning Technologies. Trabajo Fin de Titulación (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación.
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. Trabajo Fin de Titulación (TFG). 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.. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, 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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.
Design and Development of a Lexicon-based Emotion Classifier for the Sports Domain on Twitter

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

Carlos A. Iglesias & Antonio Moreno. (2019). Sentiment Analysis for Social Media. MDPI.
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
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.
MixedEmotions: An Open-Source Toolbox for Multi-Modal Emotion Analysis

Paul Buitelaar, Ian D. Wood, Mihael Arcan, John P. McCrae, Andrejs Abele, Cécile Robin et al. (2018). MixedEmotions: An Open-Source Toolbox for Multi-Modal Emotion Analysis. IEEE Transactions on Multimedia, 20 (9), 2454-2465.

JCR 2018 Q1 5.452, SJR 2018 Q1 1.222, Scopus 2018 Q1 9.3
Editorial for the Special Issue on “Love & Hate in the Time of Social Media and Social Networks”

Carlos A. Iglesias & Viviana Patti. (2018). Editorial for the Special Issue on “Love & Hate in the Time of Social Media and Social Networks”. Information, 9 (8), 184.

SJR 2018 Q3 0.222, Scopus 2018 Q3 1.7
Design and Development of a Machine Learning Classifier of ISIS Terrorist Texts

Álvarez de Sotomayor Vergara, M. (2018). Design and Development of a Machine Learning Classifier of ISIS Terrorist Texts. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSIT, Madrid.
Design of a Prototype of a Big Data Analysis System of Online Radicalism based on Semantic and Deep Learning technologies

Rodrigo Barbado. (2018). Design of a Prototype of a Big Data Analysis System of Online Radicalism based on Semantic and Deep Learning technologies. Trabajo Fin de Titulación (TFM). Universidad Politécnica de Madrid, ETSIT, Madrid.
Design and development of a system for sleep disorder characterization using Social Media Mining

Daniel Suárez. (2018). Design and development of a system for sleep disorder characterization using Social Media Mining. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSIT, Madrid.
Design and development of a classification system of political messages in social networks using Natural Language Processing and Machine Learning techniques

Carlos Bermúdez Cruces. (2018). Design and development of a classification system of political messages in social networks using Natural Language Processing and Machine Learning techniques. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación, Madrid.
Development of a YouTube videos feelings analiser

José Miguel Valle Salas. (2018). Development of a YouTube videos feelings analiser. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación, Madrid.
Design and Implementation of an embodied cognitive conversational agent for assisting in a web site based on the API.AI conversational platform.

Ángel Silván. (2018). Design and Implementation of an embodied cognitive conversational agent for assisting in a web site based on the API.AI conversational platform.. Trabajo Fin de Titulación (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación, Madrid.

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