Simone Disabato

14 papers B 5Journal 6Unranked 2

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Tiny Machine Learning for Concept Drift. IEEE Trans. Neural Networks Learn. Syst. Simone Disabato, Manuel Roveri
2022	—	`—`	Deep and wide tiny machine learning. Simone Disabato
2021	B	`conf`	Birdsong Detection at the Edge with Deep Learning. SMARTCOMP Simone Disabato, Giuseppe Canonaco, Paul G. Flikkema, Manuel Roveri, Cesare Alippi
2021	J	`jnl`	Distributed Deep Convolutional Neural Networks for the Internet-of-Things. IEEE Trans. Computers Simone Disabato, Manuel Roveri, Cesare Alippi
2021	J	`jnl`	Tiny Machine Learning for Concept Drift. CoRR Simone Disabato, Manuel Roveri
2020	B	`conf`	A Computational Intelligence Characterization of Solar Magnetograms. IJCNN Julio J. Valdés, Ljubomir Nikolic, Simone Disabato, Manuel Roveri
2020	B	`conf`	A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. IJCNN Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
2020	J	`jnl`	A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service. CoRR Simone Disabato, Alessandro Falcetta, Alessio Mongelluzzo, Manuel Roveri
2020	J	`jnl`	An energy harvesting solution for computation offloading in Fog Computing networks. Comput. Commun. Arash Bozorgchenani, Simone Disabato, Daniele Tarchi, Manuel Roveri
2020	—	`conf`	Incremental On-Device Tiny Machine Learning. AIChallengeIoT@SenSys Simone Disabato, Manuel Roveri
2019	J	`jnl`	Distributed Deep Convolutional Neural Networks for the Internet-of-Things. CoRR Simone Disabato, Manuel Roveri, Cesare Alippi
2019	B	`conf`	Learning Convolutional Neural Networks in presence of Concept Drift. IJCNN Simone Disabato, Manuel Roveri
2018	—	`conf`	Moving convolutional neural networks to embedded systems: the alexnet and VGG-16 case. IPSN Cesare Alippi, Simone Disabato, Manuel Roveri
2018	B	`conf`	Reducing the Computation Load of Convolutional Neural Networks through Gate Classification. IJCNN Simone Disabato, Manuel Roveri