Aurelio Uncini | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Energy performance of heuristics and meta-heuristics for real-time joint resource scaling and consolidation in virtualized networked data centers	THE JOURNAL OF SUPERCOMPUTING	2018
A Supervised Machine Learning-Based Sound Identification for Construction Activity Monitoring and Performance Evaluation	Construction Research Congress 2018: Construction Information Technology	2018
Guest editorial special issue on computational intelligence for end-to-end audio processing	IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE	2018
Deep region of interest and feature extraction models for palmprint verification using convolutional neural networks transfer learning	APPLIED SCIENCES	2018
Combined sparse regularization for nonlinear adaptive filters	Proceedings of the 26th European Signal Processing Conference (EUSIPCO)	2018
Sparse functional link adaptive filter using an ℓ1-norm regularization	Proceedings - IEEE International Symposium on Circuits and Systems	2018
Spline adaptive filters: Theory and applications	Adaptive Learning Methods for Nonlinear System Modeling	2018
Bayesian random vector functional-link networks for robust data modeling	IEEE TRANSACTIONS ON CYBERNETICS	2018
Improving graph convolutional networks with non-parametric activation functions	Proceedings 26th European Signal Processing Conference	2018
Recurrent neural networks with flexible gates using kernel activation functions	Proceedings 28th IEEE International Workshop on Machine Learning for Signal Processing	2018
Fully decentralized semi-supervised learning via privacy-preserving matrix completion	IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS	2017
Frequency domain quaternion adaptive filters: Algorithms and convergence performance	SIGNAL PROCESSING	2017
Combined nonlinear filtering architectures involving sparse functional link adaptive filters	SIGNAL PROCESSING	2017
Group sparse regularization for deep neural networks	NEUROCOMPUTING	2017
Semi-supervised echo state networks for audio classification	COGNITIVE COMPUTATION	2017
Effective blind source separation based on the adam algorithm	Multidisciplinary approaches to neural computing	2017
On the influence of microphone array geometry on the behavior of hypercomplex adaptive filters	Proc. Microwaves, Radar and Remote Sensing Symposium (MRRS)	2017
Advances in hypercomplex adaptive filtering for 3D audio processing	Proc. 2017 IEEE First Ukraine Conference on Electrical and Computer Engineering (UKRCON)	2017
Apprendimento distribuito in scenari single-task e multi-task	Memorie ET2017	2017
Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation	Proceedings of 25th European Signal Processing Conference (EUSIPCO 2017)	2017

Gruppi di ricerca - Responsabile

ISPAMM - Intelligent Signal Processing and MulitiMedia