Session 3: Health & A3L / (AI)²
ShortSession chairs: Jesús Fontecha; Vladimir Villareal; David Carneros; Luis Cabañero; Esperanza Johnson
| Optimal Transport-Based Multimodal Latent Space Alignment for Obesity-Level Metric Learning (Short paper) | Mario Jerez-Tallon; Ismael Bevia-Ballesteros; Bernabé Sanchez-Sos; Nahuel Garcia-D'Urso; Marcelo Saval-Calvo; Andres Fuster-Guillo; Marc Sebban; Jorge Azorín-López. |
| Beyond Recognition Accuracy: Challenges and Design Principles for Deployment-Ready A3L Monitoring Systems (Short paper) | David Díaz Jiménez; José Luis López-Ruiz; Juan Francisco Gaitán-Guerrero; Macarena Espinilla. |
| User-Centered Interface Redesign for Assisted Living: ASISTA Case Study (Short paper) | Ainhoa Miró Mata; Julia Pereira da Costa Olegario; Raquel Viciana Abad; Juan Carlos Cuevas Martínez; Macarena Espinilla Estévez. |
| Fine-tuning of a Lightweight Embedder for Colloquial Slang Semantic Retrieval in E-commerce Using Vector Databases (Short paper) | Juan Moromenacho; Paulina Vizcaino. |
| Gendered Perceptions in STEM (Short paper) | Paulina Vizcaino. |
| Toward a Linguistic Model Adapted to Ngäbere: An Initial Proposal (Short paper) | Mel Nielsen; Jesson Grajales; Miguel Chavarría; Javier Martínez; Vladimir Villarreal; Lilia Muñoz; Luis Mendoza Pittí. |
| From language to causality: Bayesian modeling applied to cyanobacteria bloom | María Pazo; Pablo Alonso; María Araújo; Mario Soilán. |
| Anomaly detection using AI in healthcare procurement data across multiple criteria with tailored post-processing filters | Colin Bouchard; Julien Maitre; Bruno Bouchard. |
| Lots of Pain, Little Gains: The HAR Reality Check for LLMs as Zero-Shot Human Activity Recognizers | Jean-Philippe Larouche; Kévin Bouchard; Sébastien Gaboury; Pascal Fortin. |
| Differential Privacy: Gradient Leakage Attacks in Federated Learning Environments | Miguel Fernandez-de-Retana; Unai Zulaika; Rubén Sánchez-Corcuera; Aitor Almeida. |