Marc Fraile Fabrega

PhD student at Department of Information Technology; Vi3; Human Machine Interaction

E-mail:: marc.fraile.fabrega@it.uu.se
Visiting address:: Hus 10, Regementsvägen 10
Postal address:: Box 337
751 05 UPPSALA

Download contact information for Marc Fraile Fabrega at Department of Information Technology; Vi3; Human Machine Interaction

Short presentation

Marc Fraile is a Ph.D. candidate under the Centre for Interdisciplinary Mathematics (CIM) at Uppsala University. He conducts his research in Uppsala Social Robotics Lab, in close collaboration with the Methods for Image Data Analysis (MIDA) group. His interests lie in developing explainable AI (XAI) methods, and applying those to make more trustable machines.

Personal webpage: https://marcfraile.github.io/

Keywords

machine learning
social robotics
explainable-ai

Publications

Selection of publications

Automatic Analysis of Infant Engagement during Play: An End-to-end Learning and Explainable AI Pilot Experiment

Fraile, Marc; Lindblad, Joakim; Fawcett, Christine; Sladoje, Natasa et al.

Part of Companion Publication of the 2021 International Conference on Multimodal Interaction, p. 403-407, 2021
- DOI for Automatic Analysis of Infant Engagement during Play: An End-to-end Learning and Explainable AI Pilot Experiment
- Download full text (pdf) of Automatic Analysis of Infant Engagement during Play: An End-to-end Learning and Explainable AI Pilot Experiment

Recent publications

All publications

Articles in journal

UpStory: the uppsala storytelling dataset

Fraile, Marc; Calvo-Barajas, Natalia; Apeiron, Anastasia Sophia; Varni, Giovanna et al.

Part of Frontiers in Robotics and AI, 2025
- DOI for UpStory: the uppsala storytelling dataset
- Download full text (pdf) of UpStory: the uppsala storytelling dataset
A case study in designing trustworthy interactions: implications for socially assistive robotics

Zhong, Mengyu; Fraile, Marc; Castellano, Ginevra; Winkle, Katie

Part of Frontiers in Computer Science, 2023
- DOI for A case study in designing trustworthy interactions: implications for socially assistive robotics
- Download full text (pdf) of A case study in designing trustworthy interactions: implications for socially assistive robotics

Comprehensive doctoral thesis

Computer Vision and Explainability in Human-Human and Human-Robot Interaction

Fraile, Marc

2024
- Download full text (pdf) of Computer Vision and Explainability in Human-Human and Human-Robot Interaction

Conference papers