All Stories

  1. Can Hospitals Cooperate to Improve Predictions Without Sharing Data? A Federated Learning Approach for Frailty Screening

    Article • Applied Sciences, September 2025, MDPI AG

    Carlos Iglesias

  2. Special Issue on Recent Applications of Machine Learning in Natural Language Processing (NLP)

    Article • Applied Sciences, May 2025, MDPI AG

    Carlos Iglesias

  3. FRELSA: A dataset for frailty in elderly people originated from ELSA and evaluated through machine learning models

    Article • International Journal of Medical Informatics, December 2024, Elsevier

    Carlos Iglesias

  4. Exploiting Content Characteristics for Explainable Detection of Fake News

    Article • Big Data and Cognitive Computing, October 2024, MDPI AG

    Carlos Iglesias

  5. Using Enhanced Representations to Predict Medical Procedures from Clinician Notes

    Article • Applied Sciences, July 2024, MDPI AG

    Carlos Iglesias

  6. Detection of the Severity Level of Depression Signs in Text Combining a Feature-Based Framework with Distributional Representations

    Article • Applied Sciences, October 2023, MDPI AG

    Carlos Iglesias

  7. A Toxic Style Transfer Method Based on the Delete–Retrieve–Generate Framework Exploiting Toxic Lexicon Semantic Similarity

    Article • Applied Sciences, July 2023, MDPI AG

    Carlos Iglesias

  8. Advanced Analysis Technologies for Social Media

    Article • Applied Sciences, February 2023, MDPI AG

    Carlos Iglesias

  9. Prediction of stress levels in the workplace using surrounding stress

    Article • Information Processing & Management, November 2022, Elsevier

    Carlos Iglesias

  10. A text classification approach to detect psychological stress combining a lexicon-based feature framework with distributional representations

    Article • Information Processing & Management, September 2022, Elsevier

    Carlos Iglesias

  11. Green Areas: The Secret of the Happiness of the People of Madrid

    Article • Telecom, August 2022, MDPI AG

    Carlos Iglesias

  12. Making Sense of Language Signals for Monitoring Radicalization

    Article • Applied Sciences, August 2022, MDPI AG

    Carlos Iglesias

  13. Semantic Modeling of a VLC-Enabled Task Automation Platform for Smart Offices

    Article • Electronics, January 2022, MDPI AG

    Carlos Iglesias

  14. Transfer Learning with Social Media Content in the Ride-Hailing Domain by Using a Hybrid Machine Learning Architecture

    Article • Electronics, January 2022, MDPI AG

    Carlos Iglesias

  15. GSITK: A sentiment analysis framework for agile replication and development

    Article • SoftwareX, January 2022, Elsevier

    Carlos Iglesias

  16. Understanding Customers’ Transport Services with Topic Clustering and Sentiment Analysis

    Article • Applied Sciences, October 2021, MDPI AG

    Carlos Iglesias

  17. An agent based simulation system for analyzing stress regulation policies at the workplace

    Article • Journal of Computational Science, April 2021, Elsevier

    Carlos Iglesias

  18. An Ensemble Method for Radicalization and Hate Speech Detection Online Empowered by Sentic Computing

    Article • Cognitive Computation, February 2021, Springer Science + Business Media

    Carlos Iglesias

  19. A Big Data Reference Architecture for Emergency Management

    Article • Information, December 2020, MDPI AG

    Carlos Iglesias

  20. Empowering Museum Experiences Applying Gamification Techniques Based on Linked Data and Smart Objects

    Article • Applied Sciences, August 2020, MDPI AG

    Carlos Iglesias

  21. An Emotion-Aware Learning Analytics System Based on Semantic Task Automation

    Article • Electronics, July 2020, MDPI AG

    Carlos Iglesias

  22. Predicting Reputation in the Sharing Economy with Twitter Social Data

    Article • Applied Sciences, April 2020, MDPI AG

    Carlos Iglesias

  23. CRANK: A Hybrid Model for User and Content Sentiment Classification Using Social Context and Community Detection

    Article • Applied Sciences, March 2020, MDPI AG

    Carlos Iglesias

  24. An Approach for Radicalization Detection Based on Emotion Signals and Semantic Similarity

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  25. A Practical Demonstration of a Variable Incentive Model for Bike-Sharing Systems Based on Agent-Based Social Simulation

    Article • January 2020, Springer Science + Business Media

    Carlos Iglesias

  26. Improving Sustainable Mobility with a Variable Incentive Model for Bike-Sharing Systems Based on Agent-Based Social Simulation

    Article • January 2020, Springer Science + Business Media

    Carlos Iglesias

  27. JAICOB: A Data Science Chatbot

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  28. Social context in sentiment analysis: Formal definition, overview of current trends and framework for comparison

    Article • Information Fusion, December 2019, Elsevier

    Carlos Iglesias

  29. Sentiment Analysis for Social Media

    Article • Applied Sciences, November 2019, MDPI AG

    Carlos Iglesias

  30. A Bayesian Argumentation Framework for Distributed Fault Diagnosis in Telecommunication Networks

    Article • Sensors, August 2019, MDPI AG

    Carlos Iglesias

  31. A framework for fake review detection in online consumer electronics retailers

    Article • Information Processing & Management, July 2019, Elsevier

    Carlos Iglesias

  32. A semantic data lake framework for autonomous fault management in SDN environments

    Article • Transactions on Emerging Telecommunications Technologies, May 2019, Wiley

    Carlos Iglesias

  33. A semantic similarity-based perspective of affect lexicons for sentiment analysis

    Article • Knowledge-Based Systems, February 2019, Elsevier

    Carlos Iglesias

  34. Enseñando Big Data con Lápiz, Papel y Tijeras

    Article • EDUTECH REVIEW International Education Technologies Review / Revista Internacional de Tecnologías Educativas, January 2019, Educationlab Consulting SL

    Carlos Iglesias

  35. An Agent-Based Simulation Model for Emergency Egress

    Article • January 2019, Springer Science + Business Media

    Carlos Iglesias

  36. Analyzing Radicalism Spread Using Agent-Based Social Simulation

    Article • January 2019, Springer Science + Business Media

    Carlos Iglesias

  37. How Well Do Spaniards Sleep? Analysis of Sleep Disorders Based on Twitter Mining

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  38. A cognitive assistant for learning java featuring social dialogue

    Article • International Journal of Human-Computer Studies, September 2018, Elsevier

    Carlos Iglesias

  39. MixedEmotions: An Open-Source Toolbox for Multimodal Emotion Analysis

    Article • IEEE Transactions on Multimedia, September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias, Ian Wood

  40. A Cognitive Agent for Mining Bugs Reports, Feature Suggestions and Sentiment in a Mobile Application Store

    Article • August 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  41. Editorial for the Special Issue on “Love & Hate in the Time of Social Media and Social Networks”

    Article • Information, July 2018, MDPI AG

    Carlos Iglesias

  42. Exploiting semantic similarity for named entity disambiguation in knowledge graphs

    Article • Expert Systems with Applications, July 2018, Elsevier

    Carlos Iglesias

  43. An Emotion Aware Task Automation Architecture Based on Semantic Technologies for Smart Offices

    Article • Sensors, May 2018, MDPI AG

    Carlos Iglesias

  44. Towards an autonomic Bayesian fault diagnosis service for SDN environments based on a big data infrastructure

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  45. A Big Linked Data Toolkit for Social Media Analysis and Visualization Based on W3C Web Components

    Article • January 2018, Springer Science + Business Media

    Carlos Iglesias

  46. Multimodal multimodel emotion analysis as linked data

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  47. Neural domain adaptation of sentiment lexicons

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  48. Sematch: Semantic similarity framework for Knowledge Graphs

    Article • Knowledge-Based Systems, August 2017, Elsevier

    Carlos Iglesias

  49. Enhancing deep learning sentiment analysis with ensemble techniques in social applications

    Article • Expert Systems with Applications, July 2017, Elsevier

    Carlos Iglesias

  50. A modular architecture for intelligent agents in the evented web

    Article • Web Intelligence, February 2017, IOS Press

    Carlos Iglesias

  51. Computing Semantic Similarity of Concepts in Knowledge Graphs

    Article • IEEE Transactions on Knowledge and Data Engineering, January 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  52. Modeling Social Influence in Social Networks with SOIL, a Python Agent-Based Social Simulator

    Article • January 2017, Springer Science + Business Media

    Carlos Iglesias

  53. Soil: An Agent-Based Social Simulator in Python for Modelling and Simulation of Social Networks

    Article • January 2017, Springer Science + Business Media

    Carlos Iglesias

  54. Linked Data Models for Sentiment and Emotion Analysis in Social Networks

    Article • January 2017, Elsevier

    Carlos Iglesias

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

    Article • December 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  56. Senpy: A Pragmatic Linked Sentiment Analysis Framework

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  57. A Participatory Agent-Based Simulation for Indoor Evacuation Supported by Google Glass

    Article • Sensors, August 2016, MDPI AG

    Carlos Iglesias

  58. Validating viral marketing strategies in Twitter via agent-based social simulation

    Article • Expert Systems with Applications, May 2016, Elsevier

    Carlos Iglesias

  59. Onyx: A Linked Data approach to emotion representation

    Article • Information Processing & Management, January 2016, Elsevier

    Carlos Iglesias

  60. Task Automation Services: Automation for the Masses

    Article • IEEE Internet Computing, January 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  61. Modelling rules for automating the Evented WEb by semantic technologies

    Article • Expert Systems with Applications, November 2015, Elsevier

    Carlos Iglesias

  62. A personal agents hybrid architecture for question answering featuring social dialog

    Article • September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  63. A systematic review of argumentation techniques for multi-agent systems research

    Article • Artificial Intelligence Review, July 2015, Springer Science + Business Media

    Carlos Iglesias

  64. Towards fault diagnosis based on agent technology for wireless sensor networks

    Article • July 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  65. A Survey of Twitter Rumor Spreading Simulations

    Article • January 2015, Springer Science + Business Media

    Carlos Iglesias

  66. A Novel Agent-Based Rumor Spreading Model in Twitter

    Article • January 2015, ACM (Association for Computing Machinery)

    Carlos Iglesias

  67. Evaluating social choice techniques into intelligent environments by agent based social simulation

    Article • Information Sciences, December 2014, Elsevier

    Carlos Iglesias

  68. MAIA: An Event-Based Modular Architecture for Intelligent Agents

    Article • August 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  69. A Framework for Goal-Oriented Discovery of Resources in the RESTful Architecture

    Article • IEEE Transactions on Systems Man and Cybernetics Systems, June 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  70. Ambient Intelligence Services Personalization via Social Choice Theory

    Article • January 2014, Springer Science + Business Media

    Carlos Iglesias

  71. A real-life application of multi-agent systems for fault diagnosis in the provision of an Internet business service

    Article • Journal of Network and Computer Applications, January 2014, Elsevier

    Carlos Iglesias

  72. Beast methodology: An agile testing methodology for multi-agent systems based on behaviour driven development

    Article • Information Systems Frontiers, July 2013, Springer Science + Business Media

    Carlos Iglesias

  73. Classifying and comparing community innovation in Idea Management Systems

    Article • Decision Support Systems, February 2013, Elsevier

    Carlos Iglesias

  74. FIRST-ORDER LOGIC RULE INDUCTION FOR INFORMATION EXTRACTION IN WEB RESOURCES

    Article • International Journal on Artificial Intelligence Tools, December 2012, World Scientific Pub Co Pte Lt

    Carlos Iglesias

  75. Hardware Reuse Improvement through the Domain Specific Language dHDL

    Article • July 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  76. From Mashups to Telco Mashups: A Survey

    Article • IEEE Internet Computing, May 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  77. VULNERAPEDIA: SECURITY KNOWLEDGE MANAGEMENT WITH AN ONTOLOGY

    Article • January 2012, Scitepress

    Carlos Iglesias

  78. Improving Diagnosis Agents with Hybrid Hypotheses Confirmation Reasoning Techniques

    Article • January 2012, Springer Science + Business Media

    Carlos Iglesias

  79. Idea Relationship Analysis in Open Innovation Crowdsourcing Systems

    Article • January 2012, Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST)

    Carlos Iglesias

  80. B2DI - A Bayesian BDI Agent Model with Causal Belief Updating based on MSBN

    Article • January 2012, Scitepress

    Carlos Iglesias

  81. Multi-agent Architecture for Heterogeneous Reasoning under Uncertainty Combining MSBN and Ontologies in Distributed Network Diagnosis

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  82. Exploiting Structured Linked Data in Enterprise Knowledge Management Systems: An Idea Management Case Study

    Article • August 2011, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  83. Intrinsic resolutions of DEPFET detector prototypes measured at beam tests

    Article • Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment, May 2011, Elsevier

    Carlos Iglesias

  84. The road from community ideas to organisational innovation: a life cycle survey of idea management systems

    Article • International Journal of Web Based Communities, January 2011, Inderscience Publishers

    Carlos Iglesias

  85. The Provider Rating Agreement Pattern for Solving the Provider Selection Problem

    Article • January 2011, Springer Science + Business Media

    Carlos Iglesias

  86. Combining Domain-driven Design and Mashups for Service Development

    Article • January 2011, Springer Science + Business Media

    Carlos Iglesias

  87. Measurement of pion and proton response and longitudinal shower profiles up to 20 nuclear interaction lengths with the ATLAS Tile calorimeter

    Article • Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment, April 2010, Elsevier

    Carlos Iglesias

  88. ROMULUS: Domain Driven Design and Mashup Oriented Development Based on Open Source Java Metaframework for Pragmatic, Reliable and Secure Web Development

    Article • March 2010, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  89. Semantically Enriching the Search System of a Music Digital Library

    Article • January 2010, Springer Science + Business Media

    Carlos Iglesias

  90. A Model for Integration and Interlinking of Idea Management Systems

    Article • January 2010, Springer Science + Business Media

    Carlos Iglesias

  91. A component library to improve the reusability in the development of converged services

    Article • January 2010, ACM (Association for Computing Machinery)

    Carlos Iglesias

  92. Testbeam studies of production modules of the ATLAS Tile Calorimeter

    Article • Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment, July 2009, Elsevier

    Carlos Iglesias

  93. A playful approach for learning intelligent systems in engineering

    Article • June 2009, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  94. VMAP: A Dublin Core Application Profile for Musical Resources

    Article • January 2009, Springer Science + Business Media

    Carlos Iglesias

  95. Disasters2.0: application of web 2.0 technologies in emergency situations

    Article • International Journal of Emergency Management, January 2009, Inderscience Publishers

    Carlos Iglesias

  96. A Hybrid Collaborative Filtering System for Contextual Recommendations in Social Networks

    Article • January 2009, Springer Science + Business Media

    Carlos Iglesias

  97. A comparison model for agile web frameworks

    Article • January 2008, ACM (Association for Computing Machinery)

    Carlos Iglesias

  98. VARIAZIONI: Collaborative Authoring of Localized Cultural Heritage Contents over the Next Generation of Mashup Web Services

    Article • November 2007, Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias

  99. An agent architecture to fulfill real-time requirements

    Article • January 2000, ACM (Association for Computing Machinery)

    Carlos Iglesias

  100. Article • Applied Intelligence, January 1999, Springer Science + Business Media

    Carlos Iglesias

  101. An agent-based operational model for hybrid connectionist-symbolic learning

    Article • January 1999, Springer Science + Business Media

    Carlos Iglesias

  102. Multiagent-based control systems: A hybrid approach to distributed process control

    Article • Control Engineering Practice, June 1996, Elsevier

    Carlos Iglesias

  103. MIX: A general purpose multiagent architecture

    Article • January 1996, Springer Science + Business Media

    Carlos Iglesias

  104. The Agent-Oriented Methodology MAS-CommonKADS

    Article • IGI Global

    Carlos Iglesias

  105. The Agent-Oriented Methodology MAS-CommonKADS

    Article • IGI Global

    Carlos Iglesias

  106. A knowledge-based system for hardware-software partitioning

    Article • Institute of Electrical & Electronics Engineers (IEEE)

    Carlos Iglesias