Publications

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. 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.
Application of Bayesian Reasoning for Fault Diagnosis over a Controller of a Software Defined Network

Benayas de los Santos, F. (2018). Application of Bayesian Reasoning for Fault Diagnosis over a Controller of a Software Defined Network. Final Career Project.
Teaching Big Data With Pen, Paper and Scissors

J. Fernando Sánchez-Rada, Oscar Araque, Álvaro Carrera Barroso & Carlos A. Iglesias. (2018). Teaching Big Data With Pen, Paper and Scissors. Revista Internacional de Tecnologías en la Educación, 5 (2), 63-68.
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..
Towards an Autonomic Bayesian Fault Diagnosis Service for SDN Environments based on a Big Data Infrastructure

Benayas de los Santos, F., Álvaro Carrera Barroso & Carlos A. Iglesias (2018). Towards an Autonomic Bayesian Fault Diagnosis Service for SDN Environments based on a Big Data Infrastructure. In Proceedings of Fifth IEEE International Conference on Software Defined Systems (SDS-2018). Barcelona, Spain.

2017
Multimodal Multimodel Emotion Analysis as Linked Data

J. Fernando Sánchez-Rada, Carlos A. Iglesias, Hesam Sagha, Björn Schuller, Ian Wood & Paul Buitelaar (2017). Multimodal Multimodel Emotion Analysis as Linked Data. In Proceedings of ACII 2017. San Antonio, Texas, USA.
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.
Sematch: Semantic Similarity Framework for Knowledge Graphs

Ganggao Zhu & Carlos A. Iglesias. (2017). Sematch: Semantic Similarity Framework for Knowledge Graphs. Knowledge-Based Systems.

JCR 2017 Q1 4.396, SJR 2017 Q1 1.378, Scopus 2017 Q1 8.6
Selected Ph.D. Thesis Abstracts. Semantic Similarity Analysis and Application in Knowledge Graphs

Ganggao Zhu. (2017). Selected Ph.D. Thesis Abstracts. Semantic Similarity Analysis and Application in Knowledge Graphs. The IEEE Intelligent Informatics Bulletin, 19 (1), 33.
Selected Ph.D. Thesis Abstracts. Application of Agent Technology for Fault Diagnosis of Telecommunication Networks

Álvaro Carrera Barroso. (2017). Selected Ph.D. Thesis Abstracts. Application of Agent Technology for Fault Diagnosis of Telecommunication Networks. The IEEE Intelligent Informatics Bulletin, 19 (1), 21-22.
Development of an Emotion Aware Ambient Intelligent System for Smart Offices. Application in a Living Lab and in a Social Simulated Scenario

Sergio Muñoz López. (2017). Development of an Emotion Aware Ambient Intelligent System for Smart Offices. Application in a Living Lab and in a Social Simulated Scenario. Final Career Project (TFM). ETSI Telecomunicación, Universidad Politécnica de Madrid.
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.
Semantic Similarity Analysis and Application in Knowledge Graphs

Ganggao Zhu. (2017). Semantic Similarity Analysis and Application in Knowledge Graphs. Phd Thesis. ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and Development of a Personality Traits Classifier based on Machine Learning Techniques

Diego Benito-Sánchez. (2017). Design and Development of a Personality Traits Classifier based on Machine Learning Techniques. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Development of a Task Automation Platform based on Semantic Multievent-driven rules

Carlos Moro García. (2017). Development of a Task Automation Platform based on Semantic Multievent-driven rules. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and Development of a Process Mining System for the Optimization of a Loan Approval Process

Eduardo Varas. (2017). Design and Development of a Process Mining System for the Optimization of a Loan Approval Process. 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 Implementation of a mobile application based on Cordova framework and web technologies for a University intranet

Guillermo García Menéndez. (2017). Design and Implementation of a mobile application based on Cordova framework and web technologies for a University intranet. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and Implementation of an Agent-based Crowd Simulation Model for Evacuation of University Buildings Using Python

Guillermo Fernández. (2017). Design and Implementation of an Agent-based Crowd Simulation Model for Evacuation of University Buildings Using Python. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and development of a Personality Prediction System based on Mobile-Phone based Metrics

Carlos Alonso Aguilar. (2017). Design and development of a Personality Prediction System based on Mobile-Phone based Metrics. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and Implementation of an Agent-based Social Model of Terrorist Networks based on Social Network Analysis Techniques

David García Martín. (2017). Design and Implementation of an Agent-based Social Model of Terrorist Networks based on Social Network Analysis Techniques. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.
Design and implementation of an Agent-based Social Simulation Model of Energy Related Occupant Behaviour in Buildings

Eduardo Merino. (2017). Design and implementation of an Agent-based Social Simulation Model of Energy Related Occupant Behaviour in Buildings. Final Career Project (TFG). ETSI Telecomunicación, Universidad Politécnica de Madrid.

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