Sergio Cruces

Orcid: 0000-0003-4121-7137

Affiliations:
  • University of Seville, Spain


According to our database1, Sergio Cruces authored at least 44 papers between 1998 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Online presence:

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Bibliography

2024
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection.
CoRR, 2024

2023
On the Minimum Perimeter Criterion for Bounded Component Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Supplementary Material for "EEG Signal Processing in MI-BCI Applications with Improved Covariance Matrix Estimators".
Dataset, May, 2022

2021
Generalization of an Active Set Newton Algorithm with Alpha-Beta divergences for audio separation.
Proceedings of the 29th European Signal Processing Conference, 2021

2019
Centroid-Based Clustering with <i>αβ</i>-Divergences.
Entropy, 2019

Information Theory Applications in Signal Processing.
Entropy, 2019

2018
Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison.
Entropy, 2018

2017
Stationary Point Characterization for a Class of BCA Algorithms.
IEEE Trans. Signal Process., 2017

An iterative posterior NMF method for speech enhancement in the presence of additive Gaussian noise.
Neurocomputing, 2017

Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements.
Entropy, 2017

2015
Bounded Component Analysis of Noisy Underdetermined and Overdetermined Mixtures.
IEEE Trans. Signal Process., 2015

The Minimum Risk Principle That Underlies the Criteria of Bounded Component Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2015

A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

Convergence study of a Bounded Component Analysis algorithm.
Signal Process., 2015

Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences.
Entropy, 2015

2014
On nonlinear amplifier modeling and identification using baseband Volterra-Parafac models.
Signal Process., 2014

2013
Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm.
IEEE Signal Process. Lett., 2013

2012
Neural Networks and Learning Systems Come Together.
IEEE Trans. Neural Networks Learn. Syst., 2012

A two-stage Independent Component Analysis-based method for blind detection in CDMA systems.
Digit. Signal Process., 2012

Bounded Component Analysis of the training error.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011
Criterion for signal extraction in underdetermined mixtures of bounded support.
Signal Process., 2011

Cyclic maximization of non-Gaussianity for blind signal extraction of complex-valued sources.
Neurocomputing, 2011

Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition".
Neurocomputing, 2011

Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization.
Entropy, 2011

Generalized Method for Solving the Permutation Problem in Frequency-Domain Blind Source Separation of Convolved Speech Signals.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

2010
Bounded component analysis of linear mixtures: a criterion of minimum convex perimeter.
IEEE Trans. Signal Process., 2010

Bounded Component Analysis of linear mixtures.
Proceedings of the IEEE International Conference on Acoustics, 2010

2009
A Novel LMS Algorithm Applied to Adaptive Noise Cancellation.
IEEE Signal Process. Lett., 2009

Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation.
Proceedings of the Independent Component Analysis and Signal Separation, 2009

2008
A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
A Joint Optimization Criterion for Blind DS-CDMA Detection.
EURASIP J. Adv. Signal Process., 2007

The Complex Version of the Minimum Support Criterion.
Proceedings of the Independent Component Analysis and Signal Separation, 2007

2006
Normalized Information Theoretic Criteria for Blind Signal Extraction.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2004
From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability.
IEEE Trans. Neural Networks, 2004

The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality.
Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Thin QR and SVD factorizations for simultaneous blind signal extraction.
Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003
An Application of ICA to Blind DS-CDMA Detection: A Joint Optimization Criterion.
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2002
On a new blind signal extraction algorithm: different criteria and stability analysis.
IEEE Signal Process. Lett., 2002

Robust blind source separation algorithms using cumulants.
Neurocomputing, 2002

2001
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction.
Proceedings of the Bio-inspired Applications of Connectionism, 2001

2000
An iterative inversion approach to blind source separation.
IEEE Trans. Neural Networks Learn. Syst., 2000

Novel blind source separation algorithms using cumulants.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Stability analysis of adaptive algorithms for blind source separation of convolutive mixtures.
Signal Process., 1999

1998
A Gauss-Newton method for blind source separation of convolutive mixtures.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998


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