Study, Implementation And Testing Of Federated Learning Models For Internet Of Things Architectures.

Organisation/Company: Università Politecnica delle Marche Research Field: Engineering Researcher Profile: Recognised Researcher (R2), Leading Researcher (R4), First Stage Researcher (R1), Established Researcher (R3) Country: Italy Application Deadline: 4 Dec 2024 - 23:59 (UTC) Type of Contract: To be defined Job Status: Not Applicable Is the job funded through the EU Research Framework Programme?
Not funded by a EU programme Is the Job related to staff position within a Research Infrastructure?
No Offer Description The research project involves the study, implementation, and testing of frameworks and models of Federated Learning (FL) to support complete architectures of sensor networks for the Internet of Things (IoT).
Additionally, self-supervised and semi-supervised learning solutions will be evaluated to improve the performance and practical feasibility of these FL architectures, particularly in contexts where labeled data is limited.
These models can be applied in multiple application fields, from healthcare to seismic and structural monitoring.
Eligibility of fellows Country/ies of residence: AFRICA EUROPE OCEANIA NORTH AMERICA SOUTH AMERICA ASIA Nationality/ies: #J-18808-Ljbffr