Deliverables & Documents

Type of content

Welcome to the Deliverables & Documents section! Here you will find project deliverables published on Zenodo as well as other written outputs by the project.
Stay tuned for updates!

Showing 21 - 30 of 36
Conference paper

A Data Modeling Process for Achieving Interoperability

Published on:
Pre-print of the conference paper originally published through Springer Nature for the EHB 2023 Conference.... Read more
Authors: University of Piraeus Research Center
Conference paper

Subgroup Harm Assessor: Identifying Potential Fairness-Related Harms and Predictive Bias

Published on:
With the integration of artificial intelligence into real-world decision-support systems, there is increasing interest in tools that facilitate the identification of potential biases and fairness-related harms of machine learning mo... Read more
Authors: Eindhoven University of Technology
Conference paper

Multi-Frequency Federated Learning for Human Activity Recognition Using Head-Worn Sensors

Published on:
Human Activity Recognition (HAR) benefits various application domains, including health and elderly care. Traditional HAR involves constructing pipelines reliant on centralized user data, which can pose privacy concerns as they necessitate the uploading of user data to a centralized server.... Read more
Authors: Università della Svizzera italiana
Conference paper

Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning

Published on:
Federated Learning (FL), a privacy-aware approach in distributed deep learning environments, enables many clients to collaboratively train a model without sharing sensitive data, thereby reducing privacy risks.... Read more
Authors: Università della Svizzera italiana
Conference paper

A Cross-Sector Data Space for Correlating Environmental Risks with Human Health

Published on:
Pre-print of the paper originally published in Springer Nature for the EMCIS 2023 Conference.... Read more
Authors: University of Piraeus Research Center
Conference paper

SmartCHANGE: AI-based long-term health risk evaluation for driving behaviour change strategies in children and youth

Published on:
The SmartCHANGE project, a Horizon-Europe Research & Innovation project that has been ongoing since May 2023 and is scheduled to conclude in April 2027, aims to develop AI-driven decision-support tools to identify and reduce the long-term risk of non-communicable chronic diseases (NCDs) in ch... Read more
Authors: Nina Reščič; Janna Alberts; Teatske M. Altenburg; Mai J. M. Chinapaw; Antonio De Nigro; Dario Fenoglio; Martin Gjoreski; Anton Gradišek; Gregor Jurak; Athanasios Kiourtis; Dimosthenis Kyriazis; Marc Langheinrich; Elena Mancuso; Argyro Mavrogiorgou; Mykola Pechenizkiy; Roberto Pratola; José Ribeiro; Maroje Sorić; Fawad Taj; Tuija H. Tammelin; Martijn Vastenburg; Anna Vilanova; Tanja G. M. Vrijkotte; Mitja Luštrek.
Project deliverable

D2.3 - SELP Compliance Framework

Published on:
This document builds on deliverable D2.1 and summarizes findings of T2.3, dealing with specific regulatory issues emerged in relation to this project and their contextual application vis-à-vis the other work packages.... Read more
Authors: Vrije Universiteit Brussel
Conference paper

Federated Learning for Privacy-aware Cognitive Workload Estimation

Published on:
Conference paper originally published via ACM for the MUM '23: Proceedings of the 22nd International Conference on Mobile and Ubiquitous Multimedia... Read more
Authors: Università della Svizzera italiana
Conference paper

A Federated Unsupervised Personalisation for Cognitive Workload Estimation

Published on:
Accurate Cognitive Workload (CW) estimation, crucial in mobile healthcare and human-machine interaction, is impeded by client heterogeneity, data limitations, and privacy concerns, especially in the presence of Out-of-Distribution (OoD) clients.... Read more
Authors: Università della Svizzera italiana
Project deliverable

D8.2 - Initial dissemination, communication and exploitation plan

Published on:
This document provides information on how the project has targeted the main stakeholders through various channels, such as the SmartCHANGE.eu website, social media, events, and webinars, etc.... Read more
Authors: Trust IT Services