A Gauss-Newton method for blind source separation of convolutive mixtures. - Sergio Cruces; Luis Castedo (ICASSP, 1998)

Stability analysis of adaptive algorithms for blind source separation of convolutive mixtures. - Sergio Cruces; Luis Castedo (Signal Process., 1999)

Novel blind source separation algorithms using cumulants. - Sergio Cruces; Luis Castedo; Andrzej Cichocki (ICASSP, 2000)

An iterative inversion approach to blind source separation. - Sergio Antonio Cruces-Alvarez; Andrzej Cichocki; Luis Castedo (IEEE Trans. Neural Networks Learn. Syst., 2000)

The Minimum Entropy and Cumulants Based Contrast Functions for Blind Source Extraction. - Sergio Cruces; Andrzej Cichocki; Shun-ichi Amari (IWANN (2), 2001)

Robust blind source separation algorithms using cumulants. - Sergio Cruces; Luis Castedo; Andrzej Cichocki (Neurocomputing, 2002)

On a new blind signal extraction algorithm: different criteria and stability analysis. - Sergio Antonio Cruces-Alvarez; Andrzej Cichocki; Shun-ichi Amari (IEEE Signal Process. Lett., 2002)

An Application of ICA to Blind DS-CDMA Detection: A Joint Optimization Criterion. - Iván Durán; Sergio Cruces (IWANN (2), 2003)

Thin QR and SVD factorizations for simultaneous blind signal extraction. - Sergio Cruces; Andrzej Cichocki; Lieven De Lathauwer (EUSIPCO, 2004)

The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality. - Sergio Cruces; Iván Durán (ICA, 2004)

From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability. - Sergio Antonio Cruces-Alvarez; Andrzej Cichocki; Shun-ichi Amari (IEEE Trans. Neural Networks, 2004)

Normalized Information Theoretic Criteria for Blind Signal Extraction. - Sergio Cruces; Iván Durán-Díaz (ICASSP (5), 2006)

The Complex Version of the Minimum Support Criterion. - Sergio Cruces; Auxiliadora Sarmiento; Iván Durán (ICA, 2007)

A Joint Optimization Criterion for Blind DS-CDMA Detection. - Iván Durán-Díaz; Sergio Antonio Cruces-Alvarez (EURASIP J. Adv. Signal Process., 2007)

A trade-off between convergence speed and misadjustment for filtering discontinuous speech signals. - Juan Manuel Górriz; Javier Ramírez 001; Carlos García Puntonet; Sergio Antonio Cruces-Alvarez; Deniz Erdogmus; Elmar Wolfgang Lang (EUSIPCO, 2008)

Improvement of the Initialization of ICA Time-Frequency Algorithms for Speech Separation. - Auxiliadora Sarmiento; Sergio Cruces; Iván Durán (ICA, 2009)

A Novel LMS Algorithm Applied to Adaptive Noise Cancellation. - Juan Manuel Górriz; Javier Ramírez 001; Sergio Antonio Cruces-Alvarez; Carlos García Puntonet; Elmar Wolfgang Lang; Deniz Erdogmus (IEEE Signal Process. Lett., 2009)

Bounded Component Analysis of linear mixtures. - Sergio Cruces; Iván Durán; Auxiliadora Sarmiento; Pablo Aguilera (ICASSP, 2010)

Bounded component analysis of linear mixtures: a criterion of minimum convex perimeter. - Sergio Cruces (IEEE Trans. Signal Process., 2010)

Generalized Method for Solving the Permutation Problem in Frequency-Domain Blind Source Separation of Convolved Speech Signals. - Auxiliadora Sarmiento; Iván Durán-Díaz; Sergio Cruces; Pablo Aguilera (INTERSPEECH, 2011)

Generalized Alpha-Beta Divergences and Their Application to Robust Nonnegative Matrix Factorization. - Andrzej Cichocki; Sergio Cruces; Shun-ichi Amari (Entropy, 2011)

Comment on "Blind source separation based on endpoint estimation with applications to the MLSP 2006 data competition". - Sergio Cruces; Andrzej Cichocki (Neurocomputing, 2011)

Cyclic maximization of non-Gaussianity for blind signal extraction of complex-valued sources. - Iván Durán-Díaz; Sergio Cruces; María Auxiliadora Sarmiento-Vega; Pablo Aguilera-Bonet (Neurocomputing, 2011)

Criterion for signal extraction in underdetermined mixtures of bounded support. - Sergio Cruces; Pablo Aguilera-Bonet; Iván Durán-Díaz (Signal Process., 2011)

Bounded Component Analysis of the training error. - Pablo Aguilera-Bonet; Iván Durán-Díaz; Auxiliadora Sarmiento; Sergio Cruces (IJCNN, 2012)

A two-stage Independent Component Analysis-based method for blind detection in CDMA systems. - Iván Durán-Díaz; Sergio Cruces; María Auxiliadora Sarmiento-Vega; Pablo Aguilera-Bonet (Digit. Signal Process., 2012)

Neural Networks and Learning Systems Come Together. - Bart Baesens; Pantelis Bouboulis; Sergio Cruces; Carlotta Domeniconi; Shiro Ikeda; Xuelong Li 001; Patricia Melin; Vadrevu Sree Hari Rao; Björn W. Schuller; Yi Shen; Huajin Tang; Cong Wang 033; et al. (IEEE Trans. Neural Networks Learn. Syst., 2012)

Blind Separation of Dependent Sources With a Bounded Component Analysis Deflationary Algorithm. - Pablo Aguilera; Sergio Cruces; Iván Durán-Díaz; Auxiliadora Sarmiento; Danilo P. Mandic (IEEE Signal Process. Lett., 2013)

On nonlinear amplifier modeling and identification using baseband Volterra-Parafac models. - Carlos Crespo-Cadenas; Pablo Aguilera-Bonet; Juan A. Becerra-González; Sergio Cruces (Signal Process., 2014)

Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences. - Andrzej Cichocki; Sergio Cruces; Shun-ichi Amari (Entropy, 2015)

Convergence study of a Bounded Component Analysis algorithm. - Pablo Aguilera; Auxiliadora Sarmiento; Iván Durán-Díaz; Sergio Cruces (Signal Process., 2015)

A Contrast Function Based on Generalized Divergences for Solving the Permutation Problem in Convolved Speech Mixtures. - Auxiliadora Sarmiento; Iván Durán-Díaz; Andrzej Cichocki; Sergio Cruces (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

The Minimum Risk Principle That Underlies the Criteria of Bounded Component Analysis. - Sergio Cruces; Iván Durán-Díaz (IEEE Trans. Neural Networks Learn. Syst., 2015)

Bounded Component Analysis of Noisy Underdetermined and Overdetermined Mixtures. - Sergio Cruces (IEEE Trans. Signal Process., 2015)

Optimization of Alpha-Beta Log-Det Divergences and their Application in the Spatial Filtering of Two Class Motor Imagery Movements. - Deepa Beeta Thiyam; Sergio Cruces; Javier Olias; Andrzej Cichocki (Entropy, 2017)

An iterative posterior NMF method for speech enhancement in the presence of additive Gaussian noise. - Sunnydayal Vanambathina; T. Kishore Kumar; Sergio Cruces (Neurocomputing, 2017)

Stationary Point Characterization for a Class of BCA Algorithms. - Huseyin A. Inan; Alper T. Erdogan; Sergio Cruces (IEEE Trans. Signal Process., 2017)

Information Theoretic Approaches for Motor-Imagery BCI Systems: Review and Experimental Comparison. - Rubén Martín-Clemente; Javier Olias; Deepa Beeta Thiyam; Andrzej Cichocki; Sergio Cruces (Entropy, 2018)

Information Theory Applications in Signal Processing. - Sergio Cruces; Rubén Martín-Clemente; Wojciech Samek (Entropy, 2019)

Centroid-Based Clustering with αβ-Divergences. - Auxiliadora Sarmiento; Irene Fondón; Iván Durán-Díaz; Sergio Cruces (Entropy, 2019)

Generalization of an Active Set Newton Algorithm with Alpha-Beta divergences for audio separation. - María Auxiliadora Sarmiento-Vega; Iván Durán-Díaz; Irene Fondón; Sergio Cruces (EUSIPCO, 2021)

Supplementary Material for "EEG Signal Processing in MI-BCI Applications with Improved Covariance Matrix Estimators". - Javier Olias; Rubén Martín-Clemente; María Auxiliadora Sarmiento-Vega; Sergio Cruces (IEEE DataPort, 2022)

On the Minimum Perimeter Criterion for Bounded Component Analysis. - Sergio Cruces (ICASSP, 2023)

Generalized Exponentiated Gradient Algorithms and Their Application to On-Line Portfolio Selection. - Andrzej Cichocki; Sergio Cruces; Auxiliadora Sarmiento; Toshihisa Tanaka 001 (IEEE Access, 2024)

Implementation of Exponentiated Gradient Algorithms based on Alpha-Beta divergences for OLPS. - Sergio Cruces; María Auxiliadora Sarmiento-Vega (IEEE DataPort, 2024)

Mirror Descent and Novel Exponentiated Gradient Algorithms Using Trace-Form Entropies and Deformed Logarithms. - Andrzej Cichocki; Toshihisa Tanaka 001; Sergio Cruces (CoRR, 2025)

The alpha-beta divergence for real and complex data. - Sergio Cruces (CoRR, 2025)