Publications

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2021

Bacciu, Davide; Sarli, Daniele Di; Faraji, Pouria; Gallicchio, Claudio; Micheli, Alessio

Federated Reservoir Computing Neural Networks Conference Forthcoming

Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021), IEEE, Forthcoming.

BibTeX | Tags: activity recognition, distributed learning, Echo state networks, federated learning, internet of things, pervasive computing, randomized networks, reservoir computing, Sequential data

Bacciu, Davide; Bertoncini, Gioele; Morelli, Davide

Topographic mapping for quality inspection and intelligent filtering of smart-bracelet data Journal Article

Neural Computing Applications, 2021.

Links | BibTeX | Tags: biomedical data, data visualization, explainable AI, internet of things, multivariate time-series, self-organizing map

2017

Davide, Bacciu; Stefano, Chessa; Claudio, Gallicchio; Alessio, Micheli

On the Need of Machine Learning as a Service for the Internet of Things Conference

To appear in the Proc. of the International Conference on Internet of Things and Machine Learning (IML 2017), International Conference Proceedings Series (ICPS) ACM, 2017, ISBN: 978-1-4503-5243-7.

BibTeX | Tags: internet of things, pervasive computing, reservoir computing

Internet of Robotic Things - Converging Sensing/Actuating, Hyperconnectivity, Artificial Intelligence and IoT Platforms

Ovidiu, Vermesan; Arne, Broring; Elias, Tragos; Martin, Serrano; Davide, Bacciu; Stefano, Chessa; Claudio, Gallicchio; Alessio, Micheli; Mauro, Dragone; Alessandro, Saffiotti; Pieter, Simoens; Filippo, Cavallo; Roy, Bahr

Internet of Robotic Things - Converging Sensing/Actuating, Hyperconnectivity, Artificial Intelligence and IoT Platforms Book Chapter

Vermesan, Ovidiu; Bacquet, Joel (Ed.): Cognitive Hyperconnected Digital Transformation: Internet of Things Intelligence Evolution, Chapter 4, pp. 97-155, River Publishers, 2017, ISBN: 9788793609105.

Links | BibTeX | Tags: internet of things, pervasive computing, reservoir computing |