Back
Research
Psychological Stress Detection
Muñoz, S., & Iglesias, C. A. (2022). A text classification approach to detect psychological stress combining a lexicon-based feature framework with distributional representations. Information Processing & Management, 59(5), 103011.
Technologies & tools
Text Classification
Stress Detection
NLP
Machine Learning
Emotion-Aware Task Automation
Muñoz, S., Araque, O., Sánchez-Rada, J. F., & Iglesias, C. A. (2018). An emotion aware task automation architecture based on semantic technologies for smart offices. Sensors, 18(5), 1499.
Technologies & tools
Semantic Technologies
Emotion Recognition
IoT
Smart Offices
Workplace Stress Simulation
Muñoz, S., & Iglesias, C. A. (2021). An Agent Based Simulation System for Analyzing Stress Regulation Policies at the Workplace. Journal of Computational Science.
Technologies & tools
Agent-Based Simulation
Workplace Analytics
Policy Analysis
Explainable Fake Detection
Muñoz, S., & Iglesias, C. Á. (2024). Exploiting Content Characteristics for Explainable Detection of Fake News. Big Data and Cognitive Computing, 8(10), 129.
Technologies & tools
Fake News Detection
Explainable AI
Content Analysis
Big Data
Depression Text Analysis
Muñoz, S., & Iglesias, C. Á. (2023). Detection of the Severity Level of Depression Signs in Text Combining a Feature-Based Framework with Distributional Representations. Applied Sciences, 13(21), 11695.
Technologies & tools
Mental Health
Text Analysis
Feature Engineering
Clinical NLP