Concepedia

Simone Scardapane

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Statistics

Publications

58

Citations

3.4K

H-Index

29

Active since

2013

Affiliations

Sapienza University of Rome(Current)

La Trobe University

Edinburgh Napier University

University of Perugia

Universidad de Cantabria

Simone Scardapane is an author at Sapienza University of Rome specializing in computing, machine learning, and computer science.

Publications per year

2013–2025

58

Publications

58

Group sparse regularization for deep neural networks

Simone Scardapane, Danilo Comminiello, Amir Hussain et al. · Neurocomputing · 2017 · 475 citations · Full text

Computing, Computer Science, Mathematics +10

Randomness in neural networks: an overview

Simone Scardapane, Dianhui Wang · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2017 · 345 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series.

Filippo Maria Bianchi, Simone Scardapane, Robert Jenssen · PubMed · 2021 · 203 citations

Computing, Computer Science, Feature Engineering +14

Missing data imputation with adversarially-trained graph convolutional networks

Indro Spinelli, Simone Scardapane, Aurelio Uncini · Neural Networks · 2020 · 182 citations · Full text

Computing, Computer Science, Machine Learning +11

Online Sequential Extreme Learning Machine With Kernels

Simone Scardapane, Danilo Comminiello, Michele Scarpiniti et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 155 citations

Computing, Computer Science, Data Mining +11

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