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Rafał Zdunek

Observed names: R. Zdunek, RAFAL ZDUNEK, Rafal Zdunek, Rafl Zdunek, Zdunek Rafał, Zdunek, Rafal, Zdunek, Rafał
ORCID: 0000-0003-3323-6717
Observed ORCID: 0000-0003-3323-6717
OpenAlex ID: A5022656662
Nonnegative Matrix and Tensor Factorizations
2009 · Andrzej Cichocki, Rafal Zdunek, et al. · Wiley eBooks · 2,383
Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization
2007 · Andrzej Cichocki, Rafal Zdunek, et al. · Springer eBooks · 289
Csiszár’s Divergences for Non-negative Matrix Factorization: Family of New Algorithms
2006 · Andrzej Cichocki, Rafal Zdunek, et al. · Lecture notes in computer science · 284
New Algorithms for Non-Negative Matrix Factorization in Applications to Blind Source Separation
2006 · A. Cichocki, R. Zdunek, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 230
Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering
2011 · Zhaoshui He, Shengli Xie, et al. · IEEE Transactions on Neural Networks · 217
Nonnegative Matrix and Tensor Factorization [Lecture Notes]
2008 · A. Cichocki, R. Zdunek, et al. · IEEE Signal Processing Magazine · 161
Multilayer nonnegative matrix factorisation
2006 · A. Cichocki, R. Zdunek · Electronics Letters · 140
Non-negative Matrix Factorization with Quasi-Newton Optimization
2006 · Rafal Zdunek, Andrzej Cichocki · Lecture notes in computer science · 120
Extended SMART Algorithms for Non-negative Matrix Factorization
2006 · Andrzej Cichocki, Shun-ichi Amari, et al. · Lecture notes in computer science · 119
Kaczmarz extended algorithm for tomographic image reconstruction from limited-data
2004 · Constantin Popa, Rafal Zdunek · Mathematics and Computers in Simulation · 109
Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches
2007 · ANDRZEJ CICHOCKI, RAFAL ZDUNEK · International Journal of Neural Systems · 104
Nonnegative matrix factorization with constrained second-order optimization
2007 · Rafal Zdunek, Andrzej Cichocki · Signal Processing · 104
Non-Negative Tensor Factorization using Alpha and Beta Divergences
2007 · Andrzej Cichocki, Rafal Zdunek, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 103
Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization
2007 · Andrzej Cichocki, Rafal Zdunek · Lecture notes in computer science · 85
Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems
2008 · Rafal Zdunek, Andrzej Cichocki · Computational Intelligence and Neuroscience · 61
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Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals
2008 · R. Zdunek, A. Cichocki · IEEE Transactions on Signal Processing · 58
Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis
2015 · Tatsuya Yokota, Rafal Zdunek, et al. · Signal Processing · 54
Improved FOCUSS Method With Conjugate Gradient Iterations
2008 · Zhaoshui He, A. Cichocki, et al. · IEEE Transactions on Signal Processing · 52
Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints
2007 · Andrzej Cichocki, Rafal Zdunek, et al. · Lecture notes in computer science · 48
Nonnegative matrix factorization with quadratic programming
2008 · Rafal Zdunek, Andrzej Cichocki · Neurocomputing · 43
Electromyography and mechanomyography signal recognition: Experimental analysis using multi-way array decomposition methods
2017 · Andrzej Wołczowski, Rafał Zdunek · Journal of Applied Biomedicine · 40
Multichannel EEG brain activity pattern analysis in time–frequency domain with nonnegative matrix factorization support
2007 · Tomasz M. Rutkowski, Rafal Zdunek, et al. · International Congress Series · 35
Advances in Nonnegative Matrix and Tensor Factorization
2008 · A. Cichocki, M. Mørup, et al. · Computational Intelligence and Neuroscience · 28
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Local fault detection of rolling element bearing components by spectrogram clustering with semi-binary NMF
2017 · Jacek Wodecki, Rafał Zdunek, et al. · Diagnostyka · 27
Compressing convolutional neural networks with hierarchical Tucker-2 decomposition
2022 · Mateusz Gabor, Rafał Zdunek · Applied Soft Computing · 26
Works count: 154
Citation count: 5,546
H-index: 25
I10-index: 52
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