Aurelio Uncini

Pubblicazioni

Titolo Pubblicato in Anno
Steady-state performance of an adaptive combined MISO filter using the multichannel affine projection algorithm ALGORITHMS 2019
Separation of drum and bass from monaural tracks Smart Innovation, Systems and Technologies 2019
On 4-dimensional hypercomplex algebras in adaptive signal processing Smart Innovation, Systems and Technologies 2019
Learning activation functions from data using cubic spline interpolation Smart Innovation, Systems and Technologies 2019
A low-complexity linear-in-the-parameters nonlinear filter for distorted speech signals Smart Innovation, Systems and Technologies 2019
Kafnets: Kernel-based non-parametric activation functions for neural networks NEURAL NETWORKS 2019
Frequency-domain adaptive filtering: from real to hypercomplex signal processing 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019) 2019
SmartFog: Training the Fog for the energy-saving analytics of Smart-Meter data APPLIED SCIENCES 2019
Convex combination of spline adaptive filters Proceedings of the 27th European Signal Processing Conference (EUSIPCO2019) 2019
Widely linear kernels for complex-valued Kernel activation functions Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
Quaternion convolutional neural networks for detection and localization of 3D sound events Proceedings 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019
Joint feature fusion and optimization via deep discriminative model for mobile palmprint verification JOURNAL OF ELECTRONIC IMAGING 2019
A multimodal dense U-Net for accelerating multiple sclerosis MRI IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2019
Privacy-preserving data mining for distributed medical scenarios Multidisciplinary approaches to neural computing 2018
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

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