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ORCIDSergio 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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