Simone Scardapane

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	Tutte	Dal 2020
Citazioni	5157	4155
Indice H	32	28
i10-index	73	66

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Aurelio UnciniProfessor of Electrical and Computer Engineering, Sapienza University of RomeEmail verificata su uniroma1.it
Danilo ComminielloAssociate Professor at Sapienza University of RomeEmail verificata su uniroma1.it
Michele ScarpinitiAssociate Professor, Sapienza University of RomeEmail verificata su uniroma1.it
Indro SpinelliAssistant Professor, Sapienza University of RomeEmail verificata su uniroma1.it
Massimo PanellaUniversity of Rome "La Sapienza" (Dept. of Information Eng., Electronics and Telecom.)Email verificata su uniroma1.it
Prof Amir HussainSchool of Computing, Edinburgh Napier University, Scotland, UKEmail verificata su napier.ac.uk
Filippo Maria BianchiUiT the Arctic University of Norway - Dept. of Mathematics and StatisticsEmail verificata su uit.no
Paolo Di LorenzoSapienza University of RomeEmail verificata su uniroma1.it
Jary PomponiSapienza, University of RomeEmail verificata su uniroma1.it
Raffaele ParisiProfessore AssociatoEmail verificata su uniroma1.it
Dianhui WANGLa Trobe UniversityEmail verificata su latrobe.edu.au
Steven Van VaerenberghAssociate professor, University of CantabriaEmail verificata su unican.es
Valerio MarsocciPostdoctoral researcher, KU LeuvenEmail verificata su uniroma1.it
Roberto FierimonteSapienza University of Rome and UCLEmail verificata su ucl.ac.uk
Vinay Chamola, Fellow, IET; Senior M...Associate Professor, BITS-Pilani & Director, Medsupervision Pvt. LtdEmail verificata su pilani.bits-pilani.ac.in
Kaizhu HuangProfessor of ECE, Duke Kunshan UniversityEmail verificata su dukekunshan.edu.cn
Abhinandan SingalJaypee Institute of Information TechnologyEmail verificata su mail.jiit.ac.in
Alessio DevotoPhD Student, La Sapienza, University of RomeEmail verificata su uniroma1.it
Robert JenssenVisual Intelligence, UiT The Arctic University of Norway & Norw. Comp. Center & P1 Centre AI, UCPHEmail verificata su uit.no
Sigurd LøkseResearch Scientist at NORCE Norwegian Research CentreEmail verificata su norceresearch.no

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Simone Scardapane

Assistant Professor, Sapienza University

Email verificata su uniroma1.it - Home page

Machine Learning Signal Processing


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
Group sparse regularization for deep neural networks S Scardapane, D Comminiello, A Hussain, A Uncini Neurocomputing 241, 81-89, 2017	578	2017
Interpreting black-box models: a review on explainable artificial intelligence V Hassija, V Chamola, A Mahapatra, A Singal, D Goel, K Huang, ... Cognitive Computation 16 (1), 45-74, 2024	525	2024
Randomness in neural networks: an overview S Scardapane, D Wang Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 7 (2 …, 2017	394	2017
Avalanche: an end-to-end library for continual learning V Lomonaco, L Pellegrini, A Cossu, A Carta, G Graffieti, TL Hayes, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021	225	2021
Reservoir computing approaches for representation and classification of multivariate time series FM Bianchi, S Scardapane, S Løkse, R Jenssen IEEE transactions on neural networks and learning systems 32 (5), 2169-2179, 2020	202	2020
Missing data imputation with adversarially-trained graph convolutional networks I Spinelli, S Scardapane, A Uncini Neural Networks 129, 249-260, 2020	178	2020
Distributed learning for random vector functional-link networks S Scardapane, D Wang, M Panella, A Uncini Information Sciences 301, 271-284, 2015	167	2015
Online sequential extreme learning machine with kernels S Scardapane, D Comminiello, M Scarpiniti, A Uncini IEEE transactions on neural networks and learning systems 26 (9), 2214-2220, 2014	162	2014
Why should we add early exits to neural networks? S Scardapane, M Scarpiniti, E Baccarelli, A Uncini Cognitive Computation 12 (5), 954-966, 2020	149	2020
Complex-valued neural networks with nonparametric activation functions S Scardapane, S Van Vaerenbergh, A Hussain, A Uncini IEEE Transactions on Emerging Topics in Computational Intelligence 4 (2 …, 2018	131	2018
A decentralized training algorithm for echo state networks in distributed big data applications S Scardapane, D Wang, M Panella Neural Networks 78, 65-74, 2016	121	2016
Fairdrop: Biased edge dropout for enhancing fairness in graph representation learning I Spinelli, S Scardapane, A Hussain, A Uncini IEEE Transactions on Artificial Intelligence 3 (3), 344-354, 2021	119	2021
Prediction of telephone calls load using echo state network with exogenous variables FM Bianchi, S Scardapane, A Uncini, A Rizzi, A Sadeghian Neural Networks 71, 204-213, 2015	105	2015
Kafnets: Kernel-based non-parametric activation functions for neural networks S Scardapane, S Van Vaerenbergh, S Totaro, A Uncini Neural Networks 110, 19-32, 2019	103	2019
Adaptive propagation graph convolutional network I Spinelli, S Scardapane, A Uncini IEEE Transactions on Neural Networks and Learning Systems 32 (10), 4755-4760, 2020	102	2020
Deep randomized neural networks C Gallicchio, S Scardapane Recent Trends in Learning From Data: Tutorials from the INNS Big Data and …, 2020	89	2020
Quaternion convolutional neural networks for detection and localization of 3D sound events D Comminiello, M Lella, S Scardapane, A Uncini ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	75	2019
Distributed semi-supervised support vector machines S Scardapane, R Fierimonte, P Di Lorenzo, M Panella, A Uncini Neural Networks 80, 43-52, 2016	67	2016
Efficient continual learning in neural networks with embedding regularization J Pomponi, S Scardapane, V Lomonaco, A Uncini Neurocomputing 397, 139-148, 2020	63	2020
Fully decentralized semi-supervised learning via privacy-preserving matrix completion R Fierimonte, S Scardapane, A Uncini, M Panella IEEE Transactions on Neural Networks and Learning Systems, 2016	55	2016

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