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Daniele Di Sarli
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Teaching-trustworthy autonomous cyber-physical applications through human-centred intelligence
D Bacciu, S Akarmazyan, E Armengaud, M Bacco, G Bravos, C Calandra, ...
2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS …, 2021
232021
Federated reservoir computing neural networks
D Bacciu, D Di Sarli, P Faraji, C Gallicchio, A Micheli
2021 International Joint Conference on Neural Networks (IJCNN), 1-7, 2021
132021
Benchmarking reservoir and recurrent neural networks for human state and activity recognition
D Bacciu, D Di Sarli, C Gallicchio, A Micheli, N Puccinelli
International Work-Conference on Artificial Neural Networks, 168-179, 2021
82021
Gated Echo State Networks: a preliminary study
D Di Sarli, C Gallicchio, A Micheli
2020 International Conference on INnovations in Intelligent SysTems and …, 2020
72020
GFS: A graph-based file system enhanced with semantic features
D Di Sarli, F Geraci
Proceedings of the 2017 International Conference on Information System and …, 2017
62017
Question classification with untrained recurrent embeddings
D Di Sarli, C Gallicchio, A Micheli
International Conference of the Italian Association for Artificial …, 2019
52019
Text classification by untrained sentence embeddings
D Di Sarli, C Gallicchio, A Micheli
Intelligenza Artificiale 14 (2), 245-259, 2020
32020
Towards Functional Safety Compliance of Recurrent Neural Networks
D Bacciu, A Carta, D Di Sarli, C Gallicchio, V Lomonaco, S Petroni
3*
On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies
D Di Sarli, C Gallicchio, A Micheli
Computer Science and Information Systems, 63-63, 2022
1*2022
Efficient GMRES method for solving particular KKT systems for quadratic flow optimization
S Shajari, D Di Sarli
OSF Preprints, 2023
2023
Gated Reservoir Networks for Sequences and Trees
D DI SARLI
2019
ITAmoji 2018: Emoji Prediction via Tree Echo State Networks
D Di Sarli, C Gallicchio, A Micheli
EVALITA Evaluation of NLP and Speech Tools for Italian 12, 124, 2018
2018
A computing toolkit for building efficient autonomous applications leveraging humanistic intelligence (TEACHING)
D Di Sarli, P Faraji, A Cossu, M Montalbetti, DM Tserpes, C Davalas
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Articles 1–13