Abstract: In this talk we discuss approaches for distributed machine learning (ML) in resource-constrained edge-supported Internet of Things (IoT) networks. Federated Learning (FL) and Split Learning (SL) are popular approaches in such wireless edge networks. First, we...
Internet of Things
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Abstract
The Internet of Bio-Nano Things (IoBNT) is an innovative field of research located at the intersection of nanotechnology, biotechnology and information and communication technologies. It aims to enable the seamless integration of biological and nanoscale systems...
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Gruppo di ricerca Processes, Services and Software Engineering
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Artificial intelligence (AI) is a set of hardware and software systems capable of providing computing units with capabilities that, to a human observer, seem to imitate humans’ cognitive abilities. It uses an assembly of nature-inspired computational methods to approximate complex real-world...
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In this workshop, we will look into the ways to design, develop and evaluate systems that aim to drive behavioural change, based on Ambient Intelligence mechanisms. A number of challenges have surfaced during the last few years when designing and applying these systems in fields like energy,...
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The aim of this workshop is to collect from academic and industrial players papers reporting original, previously unpublished research, which addresses this important field. During the workshop the following research papers will be presented:
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The invited talk of Alex Gluhak will be delivered in the context of the 2019 European Conference on Ambient Intelligence (AMI 2019) that is by DIAG on 13-15 November. The...
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The invited talk of John Pagonis will be delivered in the context of the 2019 European Conference on Ambient Intelligence (AMI 2019) that is by DIAG on 13-15 November. The...
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The invited talk of Salvatore Iaconesi and Oriana Persico will be delivered in the context of the 2019 European Conference on Ambient Intelligence (AMI 2019) that is by DIAG on 13-15 November. The...
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The invited talk of Fabio Paternò will be delivered in the context of the 2019 European Conference on Ambient Intelligence (AMI 2019) that is by DIAG on 13-15 November. The...