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:

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