Publications

2019
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. Final Career Project (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. Final Career Project (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. Final Career Project (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. Final Career Project (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. Final Career Project (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.. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación, Madrid.
Design and development of a System for Detecting Cyberbullying in Twitter based on Machine Learning Techniques

Jaime Palos. (2018). Design and development of a System for Detecting Cyberbullying in Twitter based on Machine Learning Techniques. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación, Madrid.
Design and Evaluation of a Conversational Agent Prototype based on Recurrent Neural Networks using Tensorflow.

Diego San Cristobal. (2018). Design and Evaluation of a Conversational Agent Prototype based on Recurrent Neural Networks using Tensorflow.. Final Career Project (Master Thesis). Universidad Politécnica de Madrid, ETSI Telecomunicación, Madrid.
Development of a Deep Learning Based Sentiment Analysis and Evaluation Service

Ignacio Corcuera-Platas. (2018). Development of a Deep Learning Based Sentiment Analysis and Evaluation Service. Final Career Project (Master Thesis). Universidad Politécnica de Madrid, ETSI Telecomunicación, Madrid.
DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques

Oscar Araque, Lorenzo Gatti, Jacopo Staiano & Marco Guerini. (2018). DepecheMood++: a Bilingual Emotion Lexicon Built Through Simple Yet Powerful Techniques..

2017
Neural Domain Adaptation of Sentiment Lexicons

Oscar Araque, Marco Guerini, Carlo Strapparava & Carlos A. Iglesias (2017). Neural Domain Adaptation of Sentiment Lexicons. In Proceedings of ACII 2017. San Antonio, Texas, USA.
Design and Development of an Age Classification System of Twitter Users Based on Machine Learning Techniques

Alberto Marqués-Alba. (2017). Design and Development of an Age Classification System of Twitter Users Based on Machine Learning Techniques. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Development of a monitoring dashboard for sentiment and emotion in geolocated social media

Jorge García-Castaño. (2017). Development of a monitoring dashboard for sentiment and emotion in geolocated social media. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and Implementation of a Social Marketplace for a Startup based on a Content Management System. Application of Sentiment Analysis for sensing customer feedback

Álvaro Gericke. (2017). Design and Implementation of a Social Marketplace for a Startup based on a Content Management System. Application of Sentiment Analysis for sensing customer feedback. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and Development of a Sentiment Analysis System on Facebook from Political Domain

Pablo Aramburu García. (2017). Design and Development of a Sentiment Analysis System on Facebook from Political Domain. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and Implementation of a Scraping system for Sport News

Javier Ochoa. (2017). Design and Implementation of a Scraping system for Sport News. Final Career Project. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Applying Recurrent Neural Networks to Sentiment Analysis of Spanish Tweets

Oscar Araque, Rodrigo Barbado, J. Fernando Sánchez-Rada & Carlos A. Iglesias (2017). Applying Recurrent Neural Networks to Sentiment Analysis of Spanish Tweets. In Ceur WS (editor).

2016
Mining the Opinionated Web: Classification and Detection of Aspect Contexts for Aspect Based Sentiment Analysis

Oscar Araque, Ganggao Zhu, Manuel García-Amado & Carlos A. Iglesias (2016). Mining the Opinionated Web: Classification and Detection of Aspect Contexts for Aspect Based Sentiment Analysis. In Proceedings of IEEE ICDM SENTIRE 2016. IEEE.
Senpy: A Pragmatic Linked Sentiment Analysis Framework

J. Fernando Sánchez-Rada, Carlos A. Iglesias, Ignacio Corcuera-Platas & Oscar Araque (2016). Senpy: A Pragmatic Linked Sentiment Analysis Framework. In Proceedings DSAA 2016 Special Track on Emotion and Sentiment in Intelligent Systems and Big Social Data Analysis (SentISData), pages 735-742. Montreal, Canada : IEEE.
Linked Data Models for Sentiment and Emotion Analysis in Social Networks

Carlos A. Iglesias, J. Fernando Sánchez-Rada, Gabriela Vulcu & Paul Buitelaar (2016). Linked Data Models for Sentiment and Emotion Analysis in Social Networks. In Federico Alberto Pozzi, Elisabetta Fersini, Enza Messina & Bing Liu (editors), Sentiment Analysis in Social Networks. Morgan Kauffman.

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