Simone Disabato

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Data Stream Classification

Convolutional Neural Networks

Incremental Clustering

Top Venues

AIChallengeIoT@SenSys

IEEE Trans. Neural Networks Learn. Syst.

Publications

Simone Disabato, Manuel Roveri
Tiny Machine Learning for Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Simone Disabato, Manuel Roveri
Tiny Machine Learning for Concept Drift. CoRR (2021)
Simone Disabato, Manuel Roveri, Cesare Alippi
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. IEEE Trans. Computers 70 (8) (2021)
Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi
Birdsong Detection at the Edge with Deep Learning. SMARTCOMP (2021)
Simone Disabato, Manuel Roveri
Incremental On-Device Tiny Machine Learning. AIChallengeIoT@SenSys (2020)
Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri
A Computational Intelligence Characterization of Solar Magnetograms. IJCNN (2020)
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN (2020)
Arash Bozorgchenani, Simone Disabato, Daniele Tarchi, Manuel Roveri
An energy harvesting solution for computation offloading in Fog Computing networks. Comput. Commun. 160 (2020)
Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR (2020)
Simone Disabato, Manuel Roveri, Cesare Alippi
Distributed Deep Convolutional Neural Networks for the Internet-of-Things. CoRR (2019)
Simone Disabato, Manuel Roveri
Learning Convolutional Neural Networks in presence of Concept Drift. IJCNN (2019)
Simone Disabato, Manuel Roveri
Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. IJCNN (2018)
Cesare Alippi, Simone Disabato, Manuel Roveri
Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case. IPSN (2018)