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Zdunek, Rafal

Co-Author Distance
Author ID: zdunek.rafal Recent zbMATH articles by "Zdunek, Rafal"
Published as: Zdunek, Rafal; Zdunek, Rafał
Documents Indexed: 12 Publications since 2005
Co-Authors: 10 Co-Authors with 9 Joint Publications
367 Co-Co-Authors
all top 5

Co-Authors

3 single-authored
6 Cichocki, Andrzej
2 Amari, Shun-ichi
1 Del Buono, Nicoletta
1 Esposito, Flavia Lucia
1 He, Zhaoshui
1 Phan, Anh-Huy
1 Popa, Constantin
1 Pralat, Andrzej
1 Selicato, Laura
1 Xie, Shengli

Serials

2 IEEE Transactions on Signal Processing
1 Applied Mathematics and Computation
1 Theoretical Computer Science
1 Signal Processing
1 International Journal of Applied Mathematics and Computer Science
all top 5

Fields

8 Information and communication theory, circuits (94-XX)
7 Numerical analysis (65-XX)
4 Computer science (68-XX)
2 Linear and multilinear algebra; matrix theory (15-XX)
2 Operations research, mathematical programming (90-XX)
1 Integral transforms, operational calculus (44-XX)
1 Functional analysis (46-XX)
1 Biology and other natural sciences (92-XX)

Publications by Year

all cited Publications top 5 cited Publications

Citations contained in zbMATH Open

10 Publications have been cited 101 times in 90 Documents Cited by ▼ Year ▼
Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization. Zbl 1172.94390
Cichocki, Andrzej; Zdunek, Rafal; Amari, Shun-ichi
46
2007
Csiszár’s divergences for non-negative matrix factorization: Family of new algorithms. Zbl 1178.94057
Cichocki, Andrzej; Zdunek, Rafal; Amari, Shun-ichi
30
2006
Nonnegative matrix factorization with constrained second-order optimization. Zbl 1186.94391
Zdunek, Rafal; Cichocki, Andrzej
8
2007
Improved M-FOCUSS algorithm with overlapping blocks for locally smooth sparse signals. Zbl 1390.94506
Zdunek, Rafal; Cichocki, Andrzej
4
2008
Regularized nonnegative matrix factorization: geometrical interpretation and application to spectral unmixing. Zbl 1293.65058
Zdunek, Rafał
4
2014
Penalized least-squares image reconstruction for borehole tomography. Zbl 1182.94007
Popa, Constantin; Zdunek, Rafal
3
2005
Improved FOCUSS method with conjugate gradient iterations. Zbl 1391.94080
He, Zhaoshui; Cichocki, Andrzej; Zdunek, Rafal; Xie, Shengli
2
2009
Detection of subsurface bubbles with discrete electromagnetic geotomography. Zbl 1179.44001
Zdunek, Rafal; Pralat, Andrzej
2
2005
On image reconstruction algorithms for binary electromagnetic geotomography. Zbl 1167.68461
Zdunek, Rafal
1
2008
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization. Zbl 07736208
Del Buono, Nicoletta; Esposito, Flavia; Selicato, Laura; Zdunek, Rafał
1
2023
Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization. Zbl 07736208
Del Buono, Nicoletta; Esposito, Flavia; Selicato, Laura; Zdunek, Rafał
1
2023
Regularized nonnegative matrix factorization: geometrical interpretation and application to spectral unmixing. Zbl 1293.65058
Zdunek, Rafał
4
2014
Improved FOCUSS method with conjugate gradient iterations. Zbl 1391.94080
He, Zhaoshui; Cichocki, Andrzej; Zdunek, Rafal; Xie, Shengli
2
2009
Improved M-FOCUSS algorithm with overlapping blocks for locally smooth sparse signals. Zbl 1390.94506
Zdunek, Rafal; Cichocki, Andrzej
4
2008
On image reconstruction algorithms for binary electromagnetic geotomography. Zbl 1167.68461
Zdunek, Rafal
1
2008
Hierarchical ALS algorithms for nonnegative matrix and 3D tensor factorization. Zbl 1172.94390
Cichocki, Andrzej; Zdunek, Rafal; Amari, Shun-ichi
46
2007
Nonnegative matrix factorization with constrained second-order optimization. Zbl 1186.94391
Zdunek, Rafal; Cichocki, Andrzej
8
2007
Csiszár’s divergences for non-negative matrix factorization: Family of new algorithms. Zbl 1178.94057
Cichocki, Andrzej; Zdunek, Rafal; Amari, Shun-ichi
30
2006
Penalized least-squares image reconstruction for borehole tomography. Zbl 1182.94007
Popa, Constantin; Zdunek, Rafal
3
2005
Detection of subsurface bubbles with discrete electromagnetic geotomography. Zbl 1179.44001
Zdunek, Rafal; Pralat, Andrzej
2
2005
all cited Publications top 5 cited Publications
all top 5

Cited by 225 Authors

8 Gillis, Nicolas
5 Glineur, François
5 Zdunek, Rafal
4 Devarajan, Karthik
4 Ng, Michael Kwok-Po
3 Esposito, Flavia Lucia
3 Ngom, Papa
3 Pan, Junjun
3 Park, Haesun
3 Ye, Mao
2 Cheung, Vincent C. K.
2 Echebest, Nélida E.
2 Guardarucci, M. T.
2 Haddock, Jamie
2 Liu, Zijian
2 Ndaw, Mactar
2 Ndour, Macoumba
2 Needell, Deanna
2 Scolnik, Hugo D.
2 Selicato, Laura
2 Song, Guangjing
2 Takahashi, Norikazu
2 Vandaele, Arnaud
2 Yang, Chenxue
1 Ahn, Miju
1 Amari, Shun-ichi
1 Ang, Andersen Man Shun
1 Antoniadis, Anestis
1 Atif, Syed Muhammad
1 Bao, Jiao
1 Belachew, Melisew Tefera
1 Berry, Michael W.
1 Bertin, Nancy
1 Bielecki, Włodzimierz
1 Blondel, Vincent D.
1 Boutsidis, Christos
1 Browne, Murray
1 Camacho, Andrés
1 Cemgil, Ali Taylan
1 Che, Hangjun
1 Che, Maolin
1 Chen, Beier
1 Chen, Xiaojun
1 Chen, Zhen
1 Chow, Yat Tin
1 Chu, Delin
1 Cichocki, Andrzej
1 Ciss, Youssou
1 Croitor Sava, A. R.
1 Davanloo Tajbakhsh, Sam
1 de Dieu Nkurunziza, Jean
1 Del Buono, Nicoletta
1 Deme, El Hadji
1 Dhaker, Hamza
1 Drake, Barry L.
1 Durrieu, Jean-Louis
1 Ebrahimi, Nader
1 Eikmeier, Nicole
1 Elser, Veit
1 Eswar, Srinivas
1 Fan, Fenglei
1 Févotte, Cédric
1 Fu, Yuli
1 Gallopoulos, Efstratios
1 Gao, Mengdi
1 Ge, Shaodi
1 Georgiev, Pando Grigorov
1 Gijbels, Irène
1 Gluzman, I.
1 Gorlow, Stanislaw
1 Guo, Yiduo
1 Han, Congying
1 Hansen, Samantha E.
1 Hariraman, Arvind T.
1 He, Yunlong
1 Ho, Ngoc-Diep
1 Ho, TuBao
1 Huang, Yakui
1 Idier, Jérôme
1 Igual, Jorge
1 İlker Birbil, Ş.
1 Ishaq, Muhammad
1 Ishteva, Mariya
1 Ito, Kazufumi
1 Jiang, Lingling
1 Jiang, Tai-Xiang
1 Jiang, Wei
1 Kannan, Ramakrishnan
1 Kassab, Lara
1 Katayama, Jiro
1 Kaya, Kamer
1 Kharyuk, P. V.
1 Kim, Jingu
1 Kim, Kyungsup
1 Kolda, Tamara Gibson
1 Koptagel, Hazal
1 Kryshchenko, Alona
1 Kuru, Nurdan
1 Lambert-Lacroix, Sophie
1 Lang, Elmar Wolfgang
...and 125 more Authors
all top 5

Cited in 52 Serials

5 Neural Computation
4 Journal of Global Optimization
3 Pattern Recognition
3 Computational Optimization and Applications
3 Mathematical Problems in Engineering
3 Data Mining and Knowledge Discovery
2 Computers & Mathematics with Applications
2 Applied Mathematics and Computation
2 Journal of Computational and Applied Mathematics
2 SIAM Journal on Matrix Analysis and Applications
2 Neural Networks
2 Multidimensional Systems and Signal Processing
2 SIAM Journal on Scientific Computing
2 Computational and Applied Mathematics
2 International Transactions in Operational Research
2 Far East Journal of Theoretical Statistics
2 International Journal of Applied Mathematics and Computer Science
2 SIAM Journal on Imaging Sciences
1 Journal of Fluid Mechanics
1 Linear and Multilinear Algebra
1 Mathematical Methods in the Applied Sciences
1 Journal of Optimization Theory and Applications
1 Numerische Mathematik
1 Theoretical Computer Science
1 Computers & Operations Research
1 Applied Mathematics Letters
1 Journal of Scientific Computing
1 Signal Processing
1 Machine Learning
1 Computational Mathematics and Mathematical Physics
1 Communications in Statistics. Simulation and Computation
1 International Journal of Computer Mathematics
1 Linear Algebra and its Applications
1 Computational Statistics and Data Analysis
1 Mathematical Programming. Series A. Series B
1 SIAM Journal on Optimization
1 Statistical Papers
1 Complexity
1 Engineering Analysis with Boundary Elements
1 Optimization Methods & Software
1 Discrete Dynamics in Nature and Society
1 Journal of Applied Mathematics
1 Journal of Applied Mathematics and Computing
1 Mediterranean Journal of Mathematics
1 Optimization Letters
1 Electronic Journal of Statistics
1 International Journal of Structural Stability and Dynamics
1 Journal of the Korean Society for Industrial and Applied Mathematics
1 Statistical Theory and Related Fields
1 SIAM Journal on Mathematics of Data Science
1 Sampling Theory, Signal Processing, and Data Analysis
1 Fixed Point Theory and Algorithms for Sciences and Engineering
all top 5

Cited in 18 Fields

46 Numerical analysis (65-XX)
39 Linear and multilinear algebra; matrix theory (15-XX)
30 Operations research, mathematical programming (90-XX)
25 Computer science (68-XX)
20 Statistics (62-XX)
18 Information and communication theory, circuits (94-XX)
5 Biology and other natural sciences (92-XX)
3 Calculus of variations and optimal control; optimization (49-XX)
2 Functional analysis (46-XX)
2 Fluid mechanics (76-XX)
1 Harmonic analysis on Euclidean spaces (42-XX)
1 Integral transforms, operational calculus (44-XX)
1 Operator theory (47-XX)
1 Convex and discrete geometry (52-XX)
1 General topology (54-XX)
1 Probability theory and stochastic processes (60-XX)
1 Optics, electromagnetic theory (78-XX)
1 Game theory, economics, finance, and other social and behavioral sciences (91-XX)

Citations by Year