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Sergio Cruces
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- affiliation: University of Seville, Spain
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2020 – today
- 2024
- [i2]Andrzej Cichocki, Sergio Cruces, Auxiliadora Sarmiento, Toshihisa Tanaka:
Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. CoRR abs/2406.00655 (2024) - 2023
- [c15]Sergio Cruces:
On the Minimum Perimeter Criterion for Bounded Component Analysis. ICASSP 2023: 1-5 - 2022
- [d1]Javier Olias
, Rubén Martín-Clemente
, María Auxiliadora Sarmiento-Vega
, Sergio Cruces
:
Supplementary Material for "EEG Signal Processing in MI-BCI Applications with Improved Covariance Matrix Estimators". IEEE DataPort, 2022 - 2021
- [c14]María Auxiliadora Sarmiento-Vega
, Iván Durán-Díaz, Irene Fondón
, Sergio Cruces
:
Generalization of an Active Set Newton Algorithm with Alpha-Beta divergences for audio separation. EUSIPCO 2021: 306-310
2010 – 2019
- 2019
- [j27]Auxiliadora Sarmiento
, Irene Fondón
, Iván Durán-Díaz
, Sergio Cruces
:
Centroid-Based Clustering with αβ-Divergences. Entropy 21(2): 196 (2019) - [j26]Sergio Cruces
, Rubén Martín-Clemente
, Wojciech Samek
:
Information Theory Applications in Signal Processing. Entropy 21(7): 653 (2019) - 2018
- [j25]Rubén Martín-Clemente
, Javier Olias
, Deepa Beeta Thiyam, Andrzej Cichocki, Sergio Cruces
:
Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison. Entropy 20(1): 7 (2018) - 2017
- [j24]Deepa Beeta Thiyam, Sergio Cruces
, Javier Olias
, Andrzej Cichocki:
Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements. Entropy 19(3): 89 (2017) - [j23]Sunnydayal Vanambathina, T. Kishore Kumar, Sergio Cruces
:
An iterative posterior NMF method for speech enhancement in the presence of additive Gaussian noise. Neurocomputing 230: 312-315 (2017) - [j22]Huseyin A. Inan, Alper T. Erdogan
, Sergio Cruces
:
Stationary Point Characterization for a Class of BCA Algorithms. IEEE Trans. Signal Process. 65(20): 5437-5452 (2017) - 2015
- [j21]Andrzej Cichocki
, Sergio Cruces
, Shun-ichi Amari:
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. Entropy 17(5): 2988-3034 (2015) - [j20]Pablo Aguilera, Auxiliadora Sarmiento
, Iván Durán-Díaz
, Sergio Cruces
:
Convergence study of a Bounded Component Analysis algorithm. Signal Process. 117: 230-241 (2015) - [j19]Auxiliadora Sarmiento
, Iván Durán-Díaz
, Andrzej Cichocki
, Sergio Cruces
:
A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures. IEEE ACM Trans. Audio Speech Lang. Process. 23(11): 1713-1726 (2015) - [j18]Sergio Cruces
, Iván Durán-Díaz
:
The Minimum Risk Principle That Underlies the Criteria of Bounded Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 26(5): 964-981 (2015) - [j17]Sergio Cruces
:
Bounded Component Analysis of Noisy Underdetermined and Overdetermined Mixtures. IEEE Trans. Signal Process. 63(9): 2279-2294 (2015) - 2014
- [j16]Carlos Crespo-Cadenas
, Pablo Aguilera-Bonet, Juan A. Becerra-González
, Sergio Cruces
:
On nonlinear amplifier modeling and identification using baseband Volterra-Parafac models. Signal Process. 96: 401-405 (2014) - [i1]Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari:
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. CoRR abs/1412.7146 (2014) - 2013
- [j15]Pablo Aguilera, Sergio Cruces
, Iván Durán-Díaz
, Auxiliadora Sarmiento
, Danilo P. Mandic:
Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm. IEEE Signal Process. Lett. 20(7): 709-712 (2013) - 2012
- [j14]Iván Durán-Díaz
, Sergio Cruces
, María Auxiliadora Sarmiento-Vega
, Pablo Aguilera-Bonet:
A two-stage Independent Component Analysis-based method for blind detection in CDMA systems. Digit. Signal Process. 22(6): 1126-1136 (2012) - [j13]Bart Baesens, Pantelis Bouboulis, Sergio Cruces, Carlotta Domeniconi, Shiro Ikeda
, Xuelong Li
, Patricia Melin
, Vadrevu Sree Hari Rao, Björn W. Schuller
, Yi Shen, Huajin Tang, Cong Wang, Jian Yang, Derong Zhao, Derong Liu
:
Neural Networks and Learning Systems Come Together. IEEE Trans. Neural Networks Learn. Syst. 23(1): 1-6 (2012) - [c13]Pablo Aguilera-Bonet, Iván Durán-Díaz
, Auxiliadora Sarmiento
, Sergio Cruces
:
Bounded Component Analysis of the training error. IJCNN 2012: 1-7 - 2011
- [j12]Andrzej Cichocki
, Sergio Cruces
, Shun-ichi Amari:
Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization. Entropy 13(1): 134-170 (2011) - [j11]Sergio Cruces
, Andrzej Cichocki
:
Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". Neurocomputing 74(5): 863-865 (2011) - [j10]Iván Durán-Díaz
, Sergio Cruces
, María Auxiliadora Sarmiento-Vega
, Pablo Aguilera-Bonet:
Cyclic maximization of non-Gaussianity for blind signal extraction of complex-valued sources. Neurocomputing 74(17): 2867-2873 (2011) - [j9]Sergio Cruces
, Pablo Aguilera-Bonet, Iván Durán-Díaz
:
Criterion for signal extraction in underdetermined mixtures of bounded support. Signal Process. 91(10): 2437-2442 (2011) - [c12]Auxiliadora Sarmiento, Iván Durán-Díaz, Sergio Cruces, Pablo Aguilera:
Generalized Method for Solving the Permutation Problem in Frequency-Domain Blind Source Separation of Convolved Speech Signals. INTERSPEECH 2011: 565-568 - 2010
- [j8]Sergio Cruces
:
Bounded component analysis of linear mixtures: a criterion of minimum convex perimeter. IEEE Trans. Signal Process. 58(4): 2141-2154 (2010) - [c11]Sergio Cruces
, Iván Durán
, Auxiliadora Sarmiento
, Pablo Aguilera:
Bounded Component Analysis of linear mixtures. ICASSP 2010: 1930-1933
2000 – 2009
- 2009
- [j7]Juan Manuel Górriz
, Javier Ramírez
, Sergio Antonio Cruces-Alvarez
, Carlos García Puntonet
, Elmar Wolfgang Lang, Deniz Erdogmus:
A Novel LMS Algorithm Applied to Adaptive Noise Cancellation. IEEE Signal Process. Lett. 16(1): 34-37 (2009) - [c10]Auxiliadora Sarmiento
, Sergio Cruces
, Iván Durán
:
Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation. ICA 2009: 629-636 - 2008
- [c9]Juan Manuel Górriz, Javier Ramírez, Carlos García Puntonet, Sergio Antonio Cruces-Alvarez, Deniz Erdogmus, Elmar Wolfgang Lang:
A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals. EUSIPCO 2008: 1-5 - 2007
- [j6]Iván Durán-Díaz
, Sergio Antonio Cruces-Alvarez
:
A Joint Optimization Criterion for Blind DS-CDMA Detection. EURASIP J. Adv. Signal Process. 2007 (2007) - [c8]Sergio Cruces, Auxiliadora Sarmiento, Iván Durán:
The Complex Version of the Minimum Support Criterion. ICA 2007: 17-24 - 2006
- [c7]Sergio Cruces, Iván Durán-Díaz:
Normalized Information Theoretic Criteria for Blind Signal Extraction. ICASSP (5) 2006: 593-596 - 2004
- [j5]Sergio Antonio Cruces-Alvarez
, Andrzej Cichocki
, Shun-ichi Amari:
From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. IEEE Trans. Neural Networks 15(4): 859-873 (2004) - [c6]Sergio Cruces, Andrzej Cichocki, Lieven De Lathauwer:
Thin QR and SVD factorizations for simultaneous blind signal extraction. EUSIPCO 2004: 217-220 - [c5]Sergio Cruces, Iván Durán:
The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality. ICA 2004: 57-64 - 2003
- [c4]Iván Durán, Sergio Cruces:
An Application of ICA to Blind DS-CDMA Detection: A Joint Optimization Criterion. IWANN (2) 2003: 305-312 - 2002
- [j4]Sergio Cruces
, Luis Castedo
, Andrzej Cichocki
:
Robust blind source separation algorithms using cumulants. Neurocomputing 49(1-4): 87-118 (2002) - [j3]Sergio Antonio Cruces-Alvarez
, Andrzej Cichocki
, Shun-ichi Amari:
On a new blind signal extraction algorithm: different criteria and stability analysis. IEEE Signal Process. Lett. 9(8): 233-236 (2002) - 2001
- [c3]Sergio Cruces
, Andrzej Cichocki
, Shun-ichi Amari:
The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. IWANN (2) 2001: 786-793 - 2000
- [j2]Sergio Antonio Cruces-Alvarez
, Andrzej Cichocki
, Luis Castedo
:
An iterative inversion approach to blind source separation. IEEE Trans. Neural Networks Learn. Syst. 11(6): 1423-1437 (2000) - [c2]Sergio Cruces, Luis Castedo
, Andrzej Cichocki:
Novel blind source separation algorithms using cumulants. ICASSP 2000: 3152-3155
1990 – 1999
- 1999
- [j1]Sergio Cruces
, Luis Castedo
:
Stability analysis of adaptive algorithms for blind source separation of convolutive mixtures. Signal Process. 78(3): 265-275 (1999) - 1998
- [c1]Sergio Cruces
, Luis Castedo
:
A Gauss-Newton method for blind source separation of convolutive mixtures. ICASSP 1998: 2093-2096
Coauthor Index
aka: Iván Durán
aka: María Auxiliadora Sarmiento-Vega
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