Chamikara, M. A. P.; Bertok, P.; Liu, D.; Camtepe, S.; Khalil, I. Efficient privacy preservation of big data for accurate data mining. (English) Zbl 1458.68055 Inf. Sci. 527, 420-443 (2020). MSC: 68P27 68T09 94A16 PDFBibTeX XMLCite \textit{M. A. P. Chamikara} et al., Inf. Sci. 527, 420--443 (2020; Zbl 1458.68055) Full Text: DOI arXiv
Maghrebi, Houssem; Prouff, Emmanuel On the use of independent component analysis to denoise side-channel measurements. (English) Zbl 1450.94039 Fan, Junfeng (ed.) et al., Constructive side-channel analysis and secure design. 9th international workshop, COSADE 2018, Singapore, April 23–24, 2018. Proceedings. Cham: Springer. Lect. Notes Comput. Sci. 10815, 61-81 (2018). MSC: 94A60 PDFBibTeX XMLCite \textit{H. Maghrebi} and \textit{E. Prouff}, Lect. Notes Comput. Sci. 10815, 61--81 (2018; Zbl 1450.94039) Full Text: DOI HAL
Painsky, Amichai; Tishby, Naftali Gaussian lower bound for the information bottleneck limit. (English) Zbl 1473.62015 J. Mach. Learn. Res. 18(2017-2018), Paper No. 213, 29 p. (2018). MSC: 62B10 62H20 94A17 PDFBibTeX XMLCite \textit{A. Painsky} and \textit{N. Tishby}, J. Mach. Learn. Res. 18, Paper No. 213, 29 p. (2018; Zbl 1473.62015) Full Text: arXiv Link
Schmitz, Morgan A.; Heitz, Matthieu; Bonneel, Nicolas; Ngolè, Fred; Coeurjolly, David; Cuturi, Marco; Peyré, Gabriel; Starck, Jean-Luc Wasserstein dictionary learning: optimal transport-based unsupervised nonlinear dictionary learning. (English) Zbl 1437.94027 SIAM J. Imaging Sci. 11, No. 1, 643-678 (2018). MSC: 94A08 49M99 90C08 PDFBibTeX XMLCite \textit{M. A. Schmitz} et al., SIAM J. Imaging Sci. 11, No. 1, 643--678 (2018; Zbl 1437.94027) Full Text: DOI arXiv
Ashino, Ryuichi; Mandai, Takeshi; Morimoto, Akira Continuous multiwavelet transform for blind signal separation. (English) Zbl 1440.42166 Wong, M.-W. (ed.) et al., Pseudo-differential operators: groups, geometry and applications. Selected papers based on the presentations at the 10th congress of the International Society for Analysis, its Applications, and Computation (ISAAC), University of Macau, China, August 3–8, 2015 and the 8th international congress on industrial and applied mathematics, ICIAM, Beijing, China, August 10–14, 2015. Basel: Birkhäuser/Springer. Trends Math., 219-239 (2017). MSC: 42C40 94A12 65T60 68U10 PDFBibTeX XMLCite \textit{R. Ashino} et al., in: Pseudo-differential operators: groups, geometry and applications. Selected papers based on the presentations at the 10th congress of the International Society for Analysis, its Applications, and Computation (ISAAC), University of Macau, China, August 3--8, 2015 and the 8th international congress on industrial and applied mathematics, ICIAM, Beijing, China, August 10--14, 2015. Basel: Birkhäuser/Springer. 219--239 (2017; Zbl 1440.42166) Full Text: DOI
Keeling, Stephen L.; Kunisch, Karl Robust \(\ell_1\) approaches to computing the geometric median and principal and independent components. (English) Zbl 1381.94021 J. Math. Imaging Vis. 56, No. 1, 99-124 (2016). MSC: 94A08 62H35 PDFBibTeX XMLCite \textit{S. L. Keeling} and \textit{K. Kunisch}, J. Math. Imaging Vis. 56, No. 1, 99--124 (2016; Zbl 1381.94021) Full Text: DOI
Hino, Hideitsu; Murata, Noboru Information estimators for weighted observations. (English) Zbl 1296.94056 Neural Netw. 46, 260-275 (2013). MSC: 94A17 62B10 62F10 PDFBibTeX XMLCite \textit{H. Hino} and \textit{N. Murata}, Neural Netw. 46, 260--275 (2013; Zbl 1296.94056) Full Text: DOI Link
Shao, Yuehjen E.; Lu, Chi-Jie; Wang, Yu-Chiun A hybrid ICA-SVM approach for determining the quality variables at fault in a multivariate process. (English) Zbl 1264.94066 Math. Probl. Eng. 2012, Article ID 284910, 12 p. (2012). MSC: 94A12 62P30 62H30 PDFBibTeX XMLCite \textit{Y. E. Shao} et al., Math. Probl. Eng. 2012, Article ID 284910, 12 p. (2012; Zbl 1264.94066) Full Text: DOI
Hara, Satoshi; Kawahara, Yoshinobu; Washio, Takashi; von Bünau, Paul; Tokunaga, Terumasa; Yumoto, Kiyohumi Separation of stationary and non-stationary sources with a generalized eigenvalue problem. (English) Zbl 1258.94024 Neural Netw. 33, 7-20 (2012). MSC: 94A12 PDFBibTeX XMLCite \textit{S. Hara} et al., Neural Netw. 33, 7--20 (2012; Zbl 1258.94024) Full Text: DOI
Zhang, Hefa; Li, Liping; Li, Wanchun Independent component analysis based on fast proximal gradient. (English) Zbl 1253.94029 Circuits Syst. Signal Process. 31, No. 2, 583-593 (2012). MSC: 94A12 90C25 PDFBibTeX XMLCite \textit{H. Zhang} et al., Circuits Syst. Signal Process. 31, No. 2, 583--593 (2012; Zbl 1253.94029) Full Text: DOI
Ren, Dongxiao; Ye, Mao Extracting post-nonlinear signal with specific kurtosis range. (English) Zbl 1259.94027 Appl. Math. Comput. 218, No. 9, 5726-5738 (2012). MSC: 94A12 PDFBibTeX XMLCite \textit{D. Ren} and \textit{M. Ye}, Appl. Math. Comput. 218, No. 9, 5726--5738 (2012; Zbl 1259.94027) Full Text: DOI
Li, Xi-Lin; Adalı, Tülay; Anderson, Matthew Joint blind source separation by generalized joint diagonalization of cumulant matrices. (English) Zbl 1219.94037 Signal Process. 91, No. 10, 2314-2322 (2011). MSC: 94A12 PDFBibTeX XMLCite \textit{X.-L. Li} et al., Signal Process. 91, No. 10, 2314--2322 (2011; Zbl 1219.94037) Full Text: DOI
De Vos, Maarten; De Lathauwer, Lieven; Van Huffel, Sabine Spatially constrained ICA algorithm with an application in EEG processing. (English) Zbl 1217.94042 Signal Process. 91, No. 8, 1963-1972 (2011). MSC: 94A12 92C50 PDFBibTeX XMLCite \textit{M. De Vos} et al., Signal Process. 91, No. 8, 1963--1972 (2011; Zbl 1217.94042) Full Text: DOI
Deville, Yannick; Hosseini, Shahram; Deville, Alain Effect of indirect dependencies on maximum likelihood and information theoretic blind source separation for nonlinear mixtures. (English) Zbl 1217.94043 Signal Process. 91, No. 4, 793-800 (2011). MSC: 94A12 PDFBibTeX XMLCite \textit{Y. Deville} et al., Signal Process. 91, No. 4, 793--800 (2011; Zbl 1217.94043) Full Text: DOI
Wu, Jianwei Estimating source kurtosis directly from observation data for ICA. (English) Zbl 1219.94054 Signal Process. 91, No. 5, 1150-1156 (2011). MSC: 94A12 PDFBibTeX XMLCite \textit{J. Wu}, Signal Process. 91, No. 5, 1150--1156 (2011; Zbl 1219.94054) Full Text: DOI
Popescu, Theodor D. Blind separation of vibration signals and source change detection - application to machine monitoring. (English) Zbl 1201.94045 Appl. Math. Modelling 34, No. 11, 3408-3421 (2010). MSC: 94A13 94A12 PDFBibTeX XMLCite \textit{T. D. Popescu}, Appl. Math. Modelling 34, No. 11, 3408--3421 (2010; Zbl 1201.94045) Full Text: DOI
Ma, Hong-Guang; Jiang, Qin-Bo; Liu, Zhi-Qiang; Liu, Gang; Ma, Zhi-Yuan A novel blind source separation method for single-channel signal. (English) Zbl 1197.94087 Signal Process. 90, No. 12, 3232-3241 (2010). MSC: 94A12 PDFBibTeX XMLCite \textit{H.-G. Ma} et al., Signal Process. 90, No. 12, 3232--3241 (2010; Zbl 1197.94087) Full Text: DOI
Ikhlef, Aïssa; Abed-Meraim, Karim; Le Guennec, Daniel Blind signal separation and equalization with controlled delay for MIMO convolutive systems. (English) Zbl 1194.94094 Signal Process. 90, No. 9, 2655-2666 (2010). MSC: 94A12 PDFBibTeX XMLCite \textit{A. Ikhlef} et al., Signal Process. 90, No. 9, 2655--2666 (2010; Zbl 1194.94094) Full Text: DOI
Katkovnik, Vladimir; Foi, Alessandro; Egiazarian, Karen; Astola, Jaakko From local kernel to nonlocal multiple-model image denoising. (English) Zbl 1477.94014 Int. J. Comput. Vis. 86, No. 1, 1-32 (2010). MSC: 94A08 62G08 PDFBibTeX XMLCite \textit{V. Katkovnik} et al., Int. J. Comput. Vis. 86, No. 1, 1--32 (2010; Zbl 1477.94014) Full Text: DOI
Xue, Yun-Feng; Wang, Yu-Jia; Yang, Jie An independent component analysis algorithm through solving gradient equation combined with kernel density estimation. (English) Zbl 1219.65016 J. Shanghai Jiaotong Univ., Sci. 14, No. 2, 204-209 (2009). MSC: 65C60 62H25 94A08 94A12 PDFBibTeX XMLCite \textit{Y.-F. Xue} et al., J. Shanghai Jiaotong Univ., Sci. 14, No. 2, 204--209 (2009; Zbl 1219.65016) Full Text: DOI
Dobigeon, Nicolas; Moussaoui, Saïd; Tourneret, Jean-Yves; Carteret, Cédric Bayesian separation of spectral sources under non-negativity and full additivity constraints. (English) Zbl 1197.94045 Signal Process. 89, No. 12, 2657-2669 (2009). MSC: 94A12 PDFBibTeX XMLCite \textit{N. Dobigeon} et al., Signal Process. 89, No. 12, 2657--2669 (2009; Zbl 1197.94045) Full Text: DOI arXiv
Koldovský, Zbyněk; Málek, Jiří; Tichavský, Petr; Deville, Yannick; Hosseini, Shahram Blind separation of piecewise stationary non-Gaussian sources. (English) Zbl 1197.94070 Signal Process. 89, No. 12, 2570-2584 (2009). MSC: 94A12 PDFBibTeX XMLCite \textit{Z. Koldovský} et al., Signal Process. 89, No. 12, 2570--2584 (2009; Zbl 1197.94070) Full Text: DOI
Reju, V. G.; Koh, Soo Ngee; Soon, Ing Yann An algorithm for mixing matrix estimation in instantaneous blind source separation. (English) Zbl 1178.94045 Signal Process. 89, No. 9, 1762-1773 (2009). MSC: 94A11 65T50 PDFBibTeX XMLCite \textit{V. G. Reju} et al., Signal Process. 89, No. 9, 1762--1773 (2009; Zbl 1178.94045) Full Text: DOI Link
Ashino, Ryuichi; Mandai, Takeshi; Morimoto, Akira; Sasaki, Fumio Blind source separation of spatio-temporal mixed signals using time-frequency analysis. (English) Zbl 1165.42311 Appl. Anal. 88, No. 3, 425-456 (2009). MSC: 42C40 94A12 65T60 PDFBibTeX XMLCite \textit{R. Ashino} et al., Appl. Anal. 88, No. 3, 425--456 (2009; Zbl 1165.42311) Full Text: DOI
Shi, Zhenwei; Jiang, Zhiguo; Zhou, Fugen; Yin, Jihao Blind source separation with nonlinear autocorrelation and non-Gaussianity. (English) Zbl 1168.94003 J. Comput. Appl. Math. 229, No. 1, 240-247 (2009). Reviewer: Yuehua Wu (Toronto) MSC: 94A12 PDFBibTeX XMLCite \textit{Z. Shi} et al., J. Comput. Appl. Math. 229, No. 1, 240--247 (2009; Zbl 1168.94003) Full Text: DOI
Nguyen, Phong Q.; Regev, Oded Learning a parallelepiped: Cryptanalysis of GGH and NTRU signatures. (English) Zbl 1159.94369 J. Cryptology 22, No. 2, 139-160 (2009). MSC: 94A60 94A62 PDFBibTeX XMLCite \textit{P. Q. Nguyen} and \textit{O. Regev}, J. Cryptology 22, No. 2, 139--160 (2009; Zbl 1159.94369) Full Text: DOI
Wang, Baijie; Kuruoglu, Ercan E.; Zhang, Junying ICA by maximizing non-stability. (English) Zbl 1301.94031 Adali, Tülay (ed.) et al., Independent component analysis and signal separation. 8th international conference, ICA 2009, Paraty, Brazil, March 15–18, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-00598-5/pbk). Lecture Notes in Computer Science 5441, 179-186 (2009). MSC: 94A12 PDFBibTeX XMLCite \textit{B. Wang} et al., Lect. Notes Comput. Sci. 5441, 179--186 (2009; Zbl 1301.94031) Full Text: DOI
Soriano, Diogo C.; Suyama, Ricardo; Attux, Romis Blind extraction of chaotic sources from white Gaussian noise based on a measure of determinism. (English) Zbl 1301.94027 Adali, Tülay (ed.) et al., Independent component analysis and signal separation. 8th international conference, ICA 2009, Paraty, Brazil, March 15–18, 2009. Proceedings. Berlin: Springer (ISBN 978-3-642-00598-5/pbk). Lecture Notes in Computer Science 5441, 122-129 (2009). MSC: 94A12 PDFBibTeX XMLCite \textit{D. C. Soriano} et al., Lect. Notes Comput. Sci. 5441, 122--129 (2009; Zbl 1301.94027) Full Text: DOI
Zhang, Hongjuan; Shi, Zhenwei; Guo, Chonghui; Feng, Enmin Semi-blind source extraction algorithm for fetal electrocardiogram based on generalized autocorrelations and reference signals. (English) Zbl 1148.92027 J. Comput. Appl. Math. 223, No. 1, 409-420 (2009). MSC: 92C55 94A12 PDFBibTeX XMLCite \textit{H. Zhang} et al., J. Comput. Appl. Math. 223, No. 1, 409--420 (2009; Zbl 1148.92027) Full Text: DOI
Fiori, Simone Lie-group-type neural system learning by manifold retractions. (English) Zbl 1254.92009 Neural Netw. 21, No. 10, 1524-1529 (2008). MSC: 92C20 68T05 94A12 PDFBibTeX XMLCite \textit{S. Fiori}, Neural Netw. 21, No. 10, 1524--1529 (2008; Zbl 1254.92009) Full Text: DOI
Mammone, Nadia; Morabito, Francesco Carlo Enhanced automatic artifact detection based on independent component analysis and Rényi’s entropy. (English) Zbl 1254.92057 Neural Netw. 21, No. 7, 1029-1040 (2008). MSC: 92C55 94A17 62H25 PDFBibTeX XMLCite \textit{N. Mammone} and \textit{F. C. Morabito}, Neural Netw. 21, No. 7, 1029--1040 (2008; Zbl 1254.92057) Full Text: DOI
Squartini, S.; Arcangeli, A.; Piazza, F. Stability analysis of natural gradient learning rules in overdetermined ICA. (English) Zbl 1186.94325 Signal Process. 88, No. 3, 761-766 (2008). MSC: 94A12 PDFBibTeX XMLCite \textit{S. Squartini} et al., Signal Process. 88, No. 3, 761--766 (2008; Zbl 1186.94325) Full Text: DOI
Narozny, Michel; Barret, Michel; Pham, Dinh-Tuan ICA based algorithms for computing optimal 1-D linear block transforms in variable high-rate source coding. (English) Zbl 1186.94258 Signal Process. 88, No. 2, 268-283 (2008). MSC: 94A12 PDFBibTeX XMLCite \textit{M. Narozny} et al., Signal Process. 88, No. 2, 268--283 (2008; Zbl 1186.94258) Full Text: DOI Link
Shang, Li Denoising natural images based on a modified sparse coding algorithm. (English) Zbl 1152.68687 Appl. Math. Comput. 205, No. 2, 883-889 (2008). MSC: 68U10 68T10 94A08 PDFBibTeX XMLCite \textit{L. Shang}, Appl. Math. Comput. 205, No. 2, 883--889 (2008; Zbl 1152.68687) Full Text: DOI
Côco, Klaus F.; Salles, Evandro O. T.; Sarcinelli-Filho, Mario Topographic independent component analysis based on fractal theory and morphology applied to texture segmentation. (English) Zbl 1186.94094 Signal Process. 87, No. 8, 1966-1977 (2007). MSC: 94A12 PDFBibTeX XMLCite \textit{K. F. Côco} et al., Signal Process. 87, No. 8, 1966--1977 (2007; Zbl 1186.94094) Full Text: DOI
Flitti, F.; Collet, Ch. Markovian regularization of latent-variable-models mixture for New multi-component image reduction/segmentation scheme. (English) Zbl 1244.94006 Signal Image Video Process. 1, No. 3, 191-201 (2007). MSC: 94A08 62H35 PDFBibTeX XMLCite \textit{F. Flitti} and \textit{Ch. Collet}, Signal Image Video Process. 1, No. 3, 191--201 (2007; Zbl 1244.94006) Full Text: DOI
Diamantaras, Konstantinos I. A clustering approach for the blind separation of multiple finite alphabet sequences from a single linear mixture. (English) Zbl 1163.94327 Signal Process. 86, No. 4, 877-891 (2006). MSC: 94A12 PDFBibTeX XMLCite \textit{K. I. Diamantaras}, Signal Process. 86, No. 4, 877--891 (2006; Zbl 1163.94327) Full Text: DOI
Nguyen, Phong Q.; Regev, Oded Learning a parallelepiped: cryptanalysis of GGH and NTRU signatures. (English) Zbl 1140.94365 Vaudenay, Serge (ed.), Advances in cryptology – EUROCRYPT 2006. 25th annual international conference on the theory and applications of cryptographic techniques, St. Petersburg, Russia, May 28 – June 1, 2006. Proceedings. Berlin: Springer (ISBN 3-540-34546-9/pbk). Lecture Notes in Computer Science 4004, 271-288 (2006). MSC: 94A60 94A62 11T71 PDFBibTeX XMLCite \textit{P. Q. Nguyen} and \textit{O. Regev}, Lect. Notes Comput. Sci. 4004, 271--288 (2006; Zbl 1140.94365) Full Text: DOI
Singer, A. Spectral independent component analysis. (English) Zbl 1095.94010 Appl. Comput. Harmon. Anal. 21, No. 1, 135-144 (2006). MSC: 94A12 62M10 62M15 60J70 PDFBibTeX XMLCite \textit{A. Singer}, Appl. Comput. Harmon. Anal. 21, No. 1, 135--144 (2006; Zbl 1095.94010) Full Text: DOI
Castells, F.; Igual, J.; Millet, J.; Rieta, J. J. Atrial activity extraction from atrial fibrillation episodes based on maximum likelihood source separation. (English) Zbl 1148.94389 Signal Process. 85, No. 3, 523-535 (2005). MSC: 94A13 94A12 62P99 PDFBibTeX XMLCite \textit{F. Castells} et al., Signal Process. 85, No. 3, 523--535 (2005; Zbl 1148.94389) Full Text: DOI
Martín-Clemente, Rubén; Acha, José I.; Puntonet, Carlos G. Eigendecomposition of self-tuned cumulant-matrices for blind source separation. (English) Zbl 1153.94328 Signal Process. 84, No. 7, 1201-1211 (2004). MSC: 94A13 PDFBibTeX XMLCite \textit{R. Martín-Clemente} et al., Signal Process. 84, No. 7, 1201--1211 (2004; Zbl 1153.94328) Full Text: DOI
Roberts, Stephen; Roussos, Evangelos; Choudrey, Rizwan Hierarchy, priors and wavelets: Structure and signal modelling using ICA. (English) Zbl 1145.94327 Signal Process. 84, No. 2, 283-297 (2004). MSC: 94A11 42C40 94A12 PDFBibTeX XMLCite \textit{S. Roberts} et al., Signal Process. 84, No. 2, 283--297 (2004; Zbl 1145.94327) Full Text: DOI
Jutten, Christian; Babaie-Zadeh, Massoud; Hosseini, Shahram Three easy ways for separating nonlinear mixtures? (English) Zbl 1145.94398 Signal Process. 84, No. 2, 217-229 (2004). MSC: 94A13 93E10 PDFBibTeX XMLCite \textit{C. Jutten} et al., Signal Process. 84, No. 2, 217--229 (2004; Zbl 1145.94398) Full Text: DOI
De Lathauwer, Lieven; Vandewalle, Joos Dimensionality reduction in higher-order signal processing and rank-\((R_1,R_2,\ldots,R_N)\) reduction in multilinear algebra. (English) Zbl 1066.94001 Linear Algebra Appl. 391, 31-55 (2004). Reviewer: Yuehua Wu (Toronto) MSC: 94A12 15A69 PDFBibTeX XMLCite \textit{L. De Lathauwer} and \textit{J. Vandewalle}, Linear Algebra Appl. 391, 31--55 (2004; Zbl 1066.94001) Full Text: DOI
Bénichou, Bertrand; Saito, Naoki Sparsity vs. statistical independence in adaptive signal representations: A case study of the spike process. (English) Zbl 1087.94011 Welland, Grant V. (ed.), Beyond wavelets. San Diego, CA: Academic Press/Elsevier Science (ISBN 0-12-743273-6/hbk). Studies in Computational Mathematics 10, 225-257 (2003). MSC: 94A12 37M10 PDFBibTeX XMLCite \textit{B. Bénichou} and \textit{N. Saito}, Stud. Comput. Math. 10, 225--257 (2003; Zbl 1087.94011) Full Text: arXiv
Ristaniemi, Tapani; Joutsensalo, Jyrki Advanced ICA-based receivers for block fading DS-CDMA channels. (English) Zbl 0996.94503 Signal Process. 82, No. 3, 417-431 (2002). MSC: 94A12 93E10 94A40 94A13 PDFBibTeX XMLCite \textit{T. Ristaniemi} and \textit{J. Joutsensalo}, Signal Process. 82, No. 3, 417--431 (2002; Zbl 0996.94503) Full Text: DOI
Martín-Clemente, Rubén; Acha, José I. New equations and iterative algorithm for blind separation of sources. (English) Zbl 0996.94005 Signal Process. 82, No. 6, 861-873 (2002). MSC: 94A12 62P99 PDFBibTeX XMLCite \textit{R. Martín-Clemente} and \textit{J. I. Acha}, Signal Process. 82, No. 6, 861--873 (2002; Zbl 0996.94005) Full Text: DOI