Aurelio Uncini
Orcid: 0000-0002-5793-0917
According to our database1,
Aurelio Uncini
authored at least 222 papers
between 1989 and 2024.
Collaborative distances:
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Online presence:
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on zbmath.org
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on orcid.org
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on d-nb.info
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on uncini.com
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Bibliography
2024
Demystifying the Hypercomplex: Inductive biases in hypercomplex deep learning [Hypercomplex Signal and Image Processing].
IEEE Signal Process. Mag., May, 2024
IEEE Trans. Neural Networks Learn. Syst., April, 2024
CoRR, 2024
Proceedings of the 8th IEEE Forum on Research and Technologies for Society and Industry Innovation, 2024
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024
Efficient Functional Link Adaptive Filters Based On Nearest Kronecker Product Decomposition.
Proceedings of the IEEE International Conference on Acoustics, 2024
Spline Adaptive Exponential Functional Link Filter for Nonlinear Acoustic Echo Cancellation.
Proceedings of the 32nd European Signal Processing Conference, 2024
2023
IEEE Trans. Syst. Man Cybern. Syst., March, 2023
Pattern Recognit. Lett., February, 2023
IEEE Signal Process. Lett., 2023
CoRR, 2023
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Phydi: Initializing Parameterized Hypercomplex Neural Networks As Identity Functions.
Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
Centroids Matching: an efficient Continual Learning approach operating in the embedding space.
Trans. Mach. Learn. Res., 2022
IEEE Trans. Circuits Syst. II Express Briefs, 2022
FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning.
IEEE Trans. Artif. Intell., 2022
Entropy, 2022
CoVal-SGAN: A Complex-Valued Spectral GAN architecture for the effective audio data augmentation in construction sites.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
Structured Ensembles: An approach to reduce the memory footprint of ensemble methods.
Neural Networks, 2021
Neurocomputing, 2021
Expert Syst. Appl., 2021
Entropy, 2021
CoRR, 2021
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Proceedings of the Neural Approaches to Dynamics of Signal Exchanges, 2020
Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020
Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020
Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020
A Low-Complexity Linear-in-the-Parameters Nonlinear Filter for Distorted Speech Signals.
Proceedings of the Neural Advances in Processing Nonlinear Dynamic Signals, 2020
IEEE Trans. Emerg. Top. Comput. Intell., 2020
Neural Networks, 2020
Advanced Sound Classifiers and Performance Analyses for Accurate Audio-Based Construction Project Monitoring.
J. Comput. Civ. Eng., 2020
Optimized training and scalable implementation of Conditional Deep Neural Networks with early exits for Fog-supported IoT applications.
Inf. Sci., 2020
Neurocomputing, 2020
CAAI Trans. Intell. Technol., 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Neural Networks, 2019
Joint feature fusion and optimization via deep discriminative model for mobile palmprint verification.
J. Electronic Imaging, 2019
Int. J. Grid Util. Comput., 2019
CoRR, 2019
Steady-State Performance of an Adaptive Combined MISO Filter Using the Multichannel Affine Projection Algorithm.
Algorithms, 2019
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Quaternion Convolutional Neural Networks for Detection and Localization of 3D Sound Events.
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 27th European Signal Processing Conference, 2019
2018
Proceedings of the Multidisciplinary Approaches to Neural Computing, 2018
Proceedings of the 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.
J. Supercomput., 2018
Guest Editorial Special Issue on Computational Intelligence for End-to-End Audio Processing.
IEEE Trans. Emerg. Top. Comput. Intell., 2018
IEEE Trans. Cybern., 2018
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
2017
Fully Decentralized Semi-supervised Learning via Privacy-preserving Matrix Completion.
IEEE Trans. Neural Networks Learn. Syst., 2017
Frequency domain quaternion adaptive filters: Algorithms and convergence performance.
Signal Process., 2017
Combined nonlinear filtering architectures involving sparse functional link adaptive filters.
Signal Process., 2017
CoRR, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Proceedings of the Advances in Intelligent Information Hiding and Multimedia Signal Processing, 2017
Full proportionate functional link adaptive filters for nonlinear acoustic echo cancellation.
Proceedings of the 25th European Signal Processing Conference, 2017
2016
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016
A Comparison of Consensus Strategies for Distributed Learning of Random Vector Functional-Link Networks.
Proceedings of the Advances in Neural Networks - Computational Intelligence for ICT, 2016
Proceedings of the Recent Advances in Nonlinear Speech Processing, 2016
IEEE Trans. Signal Process., 2016
A semi-supervised random vector functional-link network based on the transductive framework.
Inf. Sci., 2016
Granular Computing Techniques for Classification and Semantic Characterization of Structured Data.
Cogn. Comput., 2016
IEEE Comput. Intell. Mag., 2016
The widely linear block quaternion least mean square algorithm for fast computation in 3D audio systems.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
A block-based combined scheme exploiting sparsity in nonlinear acoustic echo cancellation.
Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
2015
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015
Proceedings of the Advances in Neural Networks: Computational and Theoretical Issues, 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
Intelligent Acoustic Interfaces With Multisensor Acquisition for Immersive Reproduction.
IEEE Trans. Multim., 2015
IEEE Trans. Circuits Syst. I Regul. Pap., 2015
Signal Process., 2015
Neural Networks, 2015
Prediction of telephone calls load using Echo State Network with exogenous variables.
Neural Networks, 2015
Proceedings of the INNS Conference on Big Data 2015, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
An interactive optimization procedure for stereophonic acoustic echo cancellation systems.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
A nonlinear architecture involving a combination of proportionate functional link adaptive filters.
Proceedings of the 23rd European Signal Processing Conference, 2015
2014
Green multimedia wireless sensor networks: distributed intelligent data fusion, in-network processing, and optimized resource management.
IEEE Wirel. Commun., 2014
Nonlinear Acoustic Echo Cancellation Based on Sparse Functional Link Representations.
IEEE ACM Trans. Audio Speech Lang. Process., 2014
Hammerstein uniform cubic spline adaptive filters: Learning and convergence properties.
Signal Process., 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Novel decorrelation approach for an advanced multichannel acoustic echo cancellation system.
Proceedings of the 22nd European Signal Processing Conference, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
IEEE Trans. Speech Audio Process., 2013
Signal Process., 2013
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013
Proceedings of the Recent Advances of Neural Network Models and Applications, 2013
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013
Combined adaptive beamforming techniques for noise reduction in changing environments.
Proceedings of the 36th International Conference on Telecommunications and Signal Processing, 2013
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis, 2013
Proceedings of the 18th International Conference on Digital Signal Processing, 2013
2012
IEEE Signal Process. Lett., 2012
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012
Proceedings of the Neural Nets and Surroundings - 22nd Italian Workshop on Neural Nets, 2012
2011
Proceedings of the Neural Nets WIRN11, 2011
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
Comparison of Hammerstein and Wiener systems for nonlinear acoustic echo cancelers in reverberant environments.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011
2010
IEEE Trans. Circuits Syst. I Regul. Pap., 2010
A Geometrically Constrained ICA Algorithm for Blind Separation in Convolutive Environments.
Proceedings of the Neural Nets WIRN10, 2010
Proceedings of the Neural Nets WIRN10, 2010
Improved TDOA disambiguation techniques for sound source localization in reverberant environments.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010
Simplified optimal line selection for acoustic localization in the presence of reverberation.
Proceedings of the 18th European Signal Processing Conference, 2010
2009
A Partitioned Frequency Block Algorithm for Blind Separation in Reverberant Environments.
Proceedings of the Neural Nets WIRN09, 2009
A new consistency measure for localization of sound sources in the presence of reverberation.
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
Proceedings of the 16th International Conference on Digital Signal Processing, 2009
2008
Neurocomputing, 2008
Int. J. Neural Syst., 2008
Int. J. Inf. Commun. Technol., 2008
Proceedings of the New Directions in Neural Networks, 2008
Proceedings of the International Workshop on Multimedia Signal Processing, 2008
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2008), 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Generalized Flexible Splitting Function Outperforms Classical Approaches in Blind Signal Separation of Complex Environment.
Proceedings of the 15th International Conference on Digital Signal Processing, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006
Flexible ICA approach to the nonlinear blind signal separation in the complex domain.
Proceedings of the 14th European Signal Processing Conference, 2006
Optimal Short-Time Features for Music/Speech Classification of Compressed Audio Data.
Proceedings of the 2006 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2006), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2006), 29 November, 2006
2005
An information theoretic approach to a novel nonlinear independent component analysis paradigm.
Signal Process., 2005
Proceedings of the Neural Nets, 16th Italian Workshop on Neural Nets, 2005
2004
IEEE Trans. Circuits Syst. I Regul. Pap., 2004
Neural Networks, 2004
A Flexible ICA Approach to a Novel BSS Convolutive Nonlinear Problem: Preliminary Results.
Proceedings of the Biological and Artificial Intelligence Environments, 2004
Nonlinear ICA solutions for convolutive mixing of PNL mixtures.
Proceedings of the 2004 International Symposium on Circuits and Systems, 2004
A novel recurrent network for independent component analysis of post nonlinear convolutive mixtures.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
IEEE Trans. Neural Networks, 2003
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003
Automatic Polyphonic Piano Music Transcription by a Multi-classification Discriminative-Learning.
Proceedings of the Neural Nets, 14th Italian Workshop on Neural Nets, 2003
Proceedings of the NNSP 2003, 2003
2002
IEEE Trans. Neural Networks, 2002
Proceedings of the Neural Nets, 13th Italian Workshop on Neural Nets, 2002
Proceedings of the Neural Nets, 13th Italian Workshop on Neural Nets, 2002
Proceedings of the 2002 International Symposium on Circuits and Systems, 2002
Blind source separation of convolutive nonlinear mixtures by flexible spline nonlinear functions.
Proceedings of the IEEE International Conference on Acoustics, 2002
Proceedings of the 11th European Signal Processing Conference, 2002
2001
Proceedings of the 2001 International Symposium on Circuits and Systems, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
Proceedings of the IEEE International Conference on Acoustics, 2001
2000
Artificial Neural Networks with Adaptive Multidimensional Spline Activation Functions.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the IEEE International Conference on Acoustics, 2000
1999
Complex-valued neural networks with adaptive spline activation function for digital-radio-links nonlinear equalization.
IEEE Trans. Signal Process., 1999
IEEE Trans. Neural Networks, 1999
IEEE Trans. Neural Networks, 1999
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
Efficient allocation of power of two terms in FIR digital filter design using tabu search.
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
Proceedings of the 1999 International Symposium on Circuits and Systems, ISCAS 1999, Orlando, Florida, USA, May 30, 1999
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999
1998
Learning and Approximation Capabilities of Adaptive Spline Activation Function Neural Networks.
Neural Networks, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Proceedings of the 9th European Signal Processing Conference, 1998
Recurrent neural networks for signal processing trained by a new second order algorithm.
Proceedings of the 9th European Signal Processing Conference, 1998
1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Application of the MEC Network to Principal Component Analysis and Source Separation.
Proceedings of the Artificial Neural Networks, 1997
1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 1996 IEEE International Conference on Acoustics, 1996
Proceedings of the 8th European Signal Processing Conference, 1996
1995
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
Proceedings of the 1995 International Conference on Acoustics, 1995
1994
Proceedings of the 1994 IEEE International Symposium on Circuits and Systems, ISCAS 1994, London, England, UK, May 30, 1994
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
1993
1992
IEEE Trans. Signal Process., 1992
1991
Proceedings of the 1991 International Conference on Acoustics, 1991
Proceedings of the 1991 International Conference on Acoustics, 1991
1990
Proceedings of the IJCNN 1990, 1990
Results on the application of simulated annealing algorithm for the design of digital filters with powers-of-two coefficients.
Proceedings of the 1990 International Conference on Acoustics, 1990
1989
Proceedings of the IEEE International Conference on Acoustics, 1989