Aurelio Uncini
Orcid: 0000-0002-5793-0917
  According to our database1,
  Aurelio Uncini
  authored at least 228 papers
  between 1989 and 2025.
  
  
Collaborative distances:
Collaborative distances:
Timeline
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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
On csauthors.net:
Bibliography
  2025
    CoRR, September, 2025
    
  
    CoRR, May, 2025
    
  
    CoRR, April, 2025
    
  
    Neurocomputing, 2025
    
  
  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
    
  
    Proceedings of the Advanced Neural Artificial Intelligence: Theories and Applications, 2023
    
  
    Proceedings of the Advanced Neural Artificial Intelligence: Theories and Applications, 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 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