Publicaciones

2018
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. Trabajo Fin de Titulación (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.. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación (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. Trabajo Fin de Titulación. 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.
Development of an Aspect-based Sentiment Analyzer for the Social Web and Application to Product Reviews

Manuel García-Amado. (2016). Development of an Aspect-based Sentiment Analyzer for the Social Web and Application to Product Reviews. Trabajo Fin de Titulación. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Prototype of a Sentiment Analysis System Based on Ensemble Algorithms for Combining Deep and Surface Machine Learning Techniques

Oscar Araque. (2016). Prototype of a Sentiment Analysis System Based on Ensemble Algorithms for Combining Deep and Surface Machine Learning Techniques. Trabajo Fin de Titulación. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Towards a Common Linked Data Model for Sentiment and Emotion Analysis

J. Fernando Sánchez-Rada, Björn Schuller, Viviana Patti, Paul Buitelaar, Gabriela Vulcu, Felix Bulkhardt et al (2016). Towards a Common Linked Data Model for Sentiment and Emotion Analysis. In J. Fernando Sánchez-Rada & Björn Schuller (editors), Proceedings of the LREC 2016 Workshop Emotion and Sentiment Analysis (ESA 2016), pages 48-54.
European Project Space on Intelligent Technologies, Software Engineering, Computer Vision, Graphics, Optics and Photonic

Carlos A. Iglesias, J. Fernando Sánchez-Rada, Paul Buitelaar & Francesco Danza (2016). European Project Space on Intelligent Technologies, Software Engineering, Computer Vision, Graphics, Optics and Photonic, chapter Mixed Emot, pages 116-123. ScitePress.
Development of a Social Media Crawler for Sentiment Analysis

José Emilio Carmona. (2016). Development of a Social Media Crawler for Sentiment Analysis. Trabajo Fin de Titulación. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Development of a Web Conversational Agent for a Smart Home scenario based on the task model ANSI/CEA-2018

Lorena Sancho-Mayoral. (2016). Development of a Web Conversational Agent for a Smart Home scenario based on the task model ANSI/CEA-2018. Trabajo Fin de Titulación. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Onyx: A Linked Data Approach to Emotion Representation

J. Fernando Sánchez-Rada & Carlos A. Iglesias. (2016). Onyx: A Linked Data Approach to Emotion Representation. Information Processing & Management, 52, 99-114.

JCR 2016 Q2 2.391, SJR 2016 Q2 0.705, Scopus 2016 Q1 5.2

2015
Aspect based Sentiment Analysis of Spanish Tweets

Oscar Araque, Ignacio Corcuera-Platas, Constantino Román-Gómez, Carlos A. Iglesias & J. Fernando Sánchez-Rada (2015). Aspect based Sentiment Analysis of Spanish Tweets. In Proceedings of TASS 2015: Workshop on Sentiment Analysis at SEPLN co-located with 31st SEPLN Conference (SEPLN 2015), pages 29-34. Alicante, Spain.
A Linked Data Model for Multimodal Sentiment and Emotion Analysis

J. Fernando Sánchez-Rada, Carlos A. Iglesias & Ronald Gil (2015). A Linked Data Model for Multimodal Sentiment and Emotion Analysis. In, pages 11-19. Beijing, China : Association for Computational Linguistics and Asian Federation of Natural Language Processing.
Development of a Named Entity Recognition System based on Ensemble Machine Learning Algorithms

Constantino Román-Gómez. (2015). Development of a Named Entity Recognition System based on Ensemble Machine Learning Algorithms. Trabajo Fin de Titulación (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Development of an Emotion Analysis System in a University community

Ignacio Corcuera-Platas. (2015). Development of an Emotion Analysis System in a University community. Trabajo Fin de Titulación (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.

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