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ORCIDSimone Scardapane
- > Home > Persons > Simone Scardapane
Publications
- 2023
[j46]Michele Guerra
, Simone Scardapane, Filippo Maria Bianchi:
Probabilistic Load Forecasting With Reservoir Computing. IEEE Access 11: 145989-146002 (2023)- [c48]Indro Spinelli, Michele Guerra, Filippo Maria Bianchi, Simone Scardapane:
Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability. ESANN 2023 - [c44]Michele Guerra, Indro Spinelli, Simone Scardapane, Filippo Maria Bianchi:
Explainability in subgraphs-enhanced Graph Neural Networks. NLDL 2023 - [i51]Indro Spinelli, Michele Guerra, Filippo Maria Bianchi, Simone Scardapane:
Combining Stochastic Explainers and Subgraph Neural Networks can Increase Expressivity and Interpretability. CoRR abs/2304.07152 (2023) - [i48]Michele Guerra, Simone Scardapane, Filippo Maria Bianchi:
Probabilistic load forecasting with Reservoir Computing. CoRR abs/2308.12844 (2023) - 2022
- [i37]Michele Guerra, Indro Spinelli, Simone Scardapane, Filippo Maria Bianchi:
Explainability in subgraphs-enhanced Graph Neural Networks. CoRR abs/2209.07926 (2022) - 2021
- [j28]Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen:
Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series. IEEE Trans. Neural Networks Learn. Syst. 32(5): 2169-2179 (2021) - 2018
- [c26]Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen:
Bidirectional deep-readout echo state networks. ESANN 2018 - [i13]Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen:
Reservoir computing approaches for representation and classification of multivariate time series. CoRR abs/1803.07870 (2018) - 2017
- [j14]Simone Scardapane, John B. Butcher, Filippo Maria Bianchi, Zeeshan Khawar Malik:
Advances in Biologically Inspired Reservoir Computing. Cogn. Comput. 9(3): 295-296 (2017) - [i6]Filippo Maria Bianchi, Simone Scardapane, Sigurd Løkse, Robert Jenssen:
Bidirectional deep echo state networks. CoRR abs/1711.06509 (2017) - 2016
- [j8]Filippo Maria Bianchi, Simone Scardapane, Antonello Rizzi, Aurelio Uncini, Alireza Sadeghian:
Granular Computing Techniques for Classification and Semantic Characterization of Structured Data. Cogn. Comput. 8(3): 442-461 (2016) - 2015
- [j2]Filippo Maria Bianchi, Simone Scardapane, Aurelio Uncini, Antonello Rizzi, Alireza Sadeghian:
Prediction of telephone calls load using Echo State Network with exogenous variables. Neural Networks 71: 204-213 (2015) - 2014
- [c7]Filippo Maria Bianchi, Simone Scardapane, Lorenzo Livi, Aurelio Uncini, Antonello Rizzi:
An interpretable graph-based image classifier. IJCNN 2014: 2339-2346
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