MENU
Publications
- 2022
-
An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing published in Cognitive Computation
Oscar Araque & Carlos A. Iglesias. (2022). An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing published in Cognitive Computation. Cognitive Computation, 14, 48-61.JCR 2019 Q1 4.307, SJR 2020 Q1 0.83, Scopus 2020 Q1 8.6 -
Semantic Modeling of a VLC-Enabled Task Automation Platform for Smart Offices
Sergio Muñoz López, Carlos A. Iglesias, Andrei Scheianu & George Suciu. (2022). Semantic Modeling of a VLC-Enabled Task Automation Platform for Smart Offices. Electronics, 11 (3), 326.JCR 2020 Q2 2.397, SJR 2020 Q2 0.36, Scopus 2020 Q2 2.7 -
Transfer Learning with Social Media Content in the Ride-Hailing Domain by Using a Hybrid Machine Learning Architecture
de Pablo Marsal, Á., Oscar Araque & Carlos A. Iglesias. (2022). Transfer Learning with Social Media Content in the Ride-Hailing Domain by Using a Hybrid Machine Learning Architecture. Electronics, 11 (2), 23.JCR 2020 Q3 2.397, SJR 2020 Q2 0.36, Scopus 2020 Q2 2.7 -
GSITK: A sentiment analysis framework for agile replication and development
Oscar Araque, J. Fernando Sánchez-Rada & Carlos A. Iglesias. (2022). GSITK: A sentiment analysis framework for agile replication and development. SoftwareX, 6.JCR 2020 Q3 1.959, SJR 2020 Q2 0.53, Scopus 2020 Q2 2.8
- 2021
-
Understanding Customers’ Transport Services with Topic Clustering and Sentiment Analysis
Alejandro Moreno García & Carlos A. Iglesias. (2021). Understanding Customers’ Transport Services with Topic Clustering and Sentiment Analysis. Applied Sciences, 11 (10169), 1-18. -
Sentiment Analysis meets Linguistic Linked Data: An overview of the State of the Art
Carlos A. Iglesias & J. Fernando Sánchez-Rada (2021). Sentiment Analysis meets Linguistic Linked Data: An overview of the State of the Art. In Proceedings of the 1st Workshop on Sentiment Analysis & Linguistic Linked Data. Zaragoza, Spain : OASics (OpenAccess Series in Informatics). -
Analysis and Design of a Topic clustering system based on Genetic Algorithms for analyzing Customer Voice in Transport Services
Alejandro Moreno García. (2021). Analysis and Design of a Topic clustering system based on Genetic Algorithms for analyzing Customer Voice in Transport Services. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Design and Implementation of a Gamified Virtual Reality Environment for Drivers of Ride-Hailing Services
Alberto López Santiago. (2021). Design and Implementation of a Gamified Virtual Reality Environment for Drivers of Ride-Hailing Services. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Design of Alternative Routing Methods Focused on Pollution Exposure and Their Evaluation Through Agent-Based Simulation
Sergio López López. (2021). Design of Alternative Routing Methods Focused on Pollution Exposure and Their Evaluation Through Agent-Based Simulation. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Generation and Evaluation of Lexicons Focused on HateSpeech using Deep Neural Networks
David Algarra Medina. (2021). Generation and Evaluation of Lexicons Focused on HateSpeech using Deep Neural Networks. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Design and Development of a Platform to Track Sustainable Mobility Social Trends
Martín González Calvo. (2021). Design and Development of a Platform to Track Sustainable Mobility Social Trends. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Design and development of a system for feelings characterization in parks using Social Media Mining
de Vega Fernández, D. (2021). Design and development of a system for feelings characterization in parks using Social Media Mining. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Design and Development of a Scheduling Intelligent System for Youth Camps based on Constraint Programming
David Pérez Sanz. (2021). Design and Development of a Scheduling Intelligent System for Youth Camps based on Constraint Programming. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Design and Implementation of a ChatOps Environment using the Framework Rasa
Ignacio Cervantes. (2021). Design and Implementation of a ChatOps Environment using the Framework Rasa. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI Telecomunicación. -
An Agent Based Simulation System for Analyzing Stress Regulation Policies at the Workplace
Sergio Muñoz López & Carlos A. Iglesias. (2021). An Agent Based Simulation System for Analyzing Stress Regulation Policies at the Workplace. Journal of Computational Science.JCR 2019 Q1 2.644, SJR 2020 Q1 0.7, Scopus 2020 Q1 8.2 -
Design and Development of a Classification and Detection System of Malicious Emails with NLP
Guillermo Canete Riaza. (2021). Design and Development of a Classification and Detection System of Malicious Emails with NLP. Final Career Project. Universidad Politécnica de Madrid. -
Design and Development of a Machine Learning System for Opinion and Natural Language Analysis in Social Media. Application to the Ride-Hailing and Radicalization Domains
de Pablo Marsal, Á. (2021). Design and Development of a Machine Learning System for Opinion and Natural Language Analysis in Social Media. Application to the Ride-Hailing and Radicalization Domains. Final Career Project. -
Design and Development of a Mental Illness Recognition System for Detecting Stress and Depression from Text
Nicolás López Cano. (2021). Design and Development of a Mental Illness Recognition System for Detecting Stress and Depression from Text. Final Career Project (TFM). Universidad Politécnica de Madrid, ETSI de Telecomunicación. -
Development of an Agent-based Social Simulation System for Analysing Drivers Emotions and Their Impact on Driving Behaviour
Diego García Fierro. (2021). Development of an Agent-based Social Simulation System for Analysing Drivers Emotions and Their Impact on Driving Behaviour. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI de Telecomunicación. -
GSI-UPM at IberLEF2021: Emotion Analysis of Spanish Tweets by Fine-tuning the XLM-RoBERTa Language Model
Daniel Vera Nieto, Oscar Araque & Carlos A. Iglesias (2021). GSI-UPM at IberLEF2021: Emotion Analysis of Spanish Tweets by Fine-tuning the XLM-RoBERTa Language Model. In CEUR (editor), pages 16-26. -
The Language of Liberty: A preliminary study
Oscar Araque, Lorenzo Gatti & Kyriaki Kalimeri (2021). The Language of Liberty: A preliminary study. In Companion Proceedings of the Web Con-ference 2021 (WWW ’21 Companion).
- 2020
-
A Big Data Reference Architecture for Emergency Management
Carlos A. Iglesias, Alfredo Favenza & Álvaro Carrera Barroso. (2020). A Big Data Reference Architecture for Emergency Management. Information, 12 (11), 1-24.SJR 2020 Q3 0.349, Scopus 2020 Q3 3.0 -
MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction
Oscar Araque, Lorenzo Gatti & Kyriaki Kalimeri. (2020). MoralStrength: Exploiting a moral lexicon and embedding similarity for moral foundations prediction. Knowledge-Based Systems.JCR 2019 Q1 5.921, SJR 2020 Q1 1.59, Scopus 2020 Q1 11.3 -
A Distributional Semantics Perspective of Lexical Resources for Affect Analysis: An application to Extremist Narratives
Oscar Araque. (2020). A Distributional Semantics Perspective of Lexical Resources for Affect Analysis: An application to Extremist Narratives. Phd Thesis. Universidad Politécnica de Madrid, ETSI Telecomunicación. -
Development of an Intelligent Image Generator based on Machine Learning Techniques using Genetic Algorithms
de Fermín Cordeiro, J. (2020). Development of an Intelligent Image Generator based on Machine Learning Techniques using Genetic Algorithms. Final Career Project (TFG). Universidad Politécnica de Madrid, ETSI Telecomunicación.