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Rafał Zdunek

riken

25H-index
144Paper Count
6.0KCitation Count
Published Papers 26
Publication Date
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Sparse hyperparametric Itakura-Saito nonnegative matrix factorization via bi-level optimization
errJournal of Computational and Applied Mathematics
IF2.6
err2026-01-01
err1
errOAAI
errSelicato, Laura; Esposito, Flavia; Ang, Andersen; Del Buono, Nicoletta; Zdunek, Rafal
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Reduced storage direct tensor ring decomposition for convolutional neural networks compression
errNeural Networks
IF6.3
err2025-08-27
err0
errOAAI
errMateusz Gabor; Rafał Zdunek
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Pair-mode tensor wheel decomposition with randomized block Krylov iteration
errNeurocomputing
IF6.5
err2025-07-01
err0
errOAAI
errRafał Zdunek
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Non-negative tensor factorization-based dependence map analysis for local damage detection in presence of non-Gaussian noise
errMEASUREMENT
IF5.6
err2025-05-01
err0
PREAI
errMichalak, Anna; Hebda-Sobkowicz, Justyna; Kumar, Anil; Zimroz, Radoslaw; Zdunek, Rafal; Wylomanska, Agnieszka
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Tensor ring subspace analysis method for hand movement classification from multichannel surface EMG signals
errnature computational science
IF3.7
err2025-02-01
err0
PREAI
errZdunek, Rafal
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errSave
Bearing Damage Detection With Orthogonal and Nonnegative Low-Rank Feature Extraction
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-02-01
err4
errOAAI
errGabor, Mateusz; Zdunek, Rafal; Zimroz, Radoslaw; Wylomanska, Agnieszka
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Bi-level algorithm for optimizing hyperparameters in penalized nonnegative matrix factorization
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2023-11-01
err3
errOAAI
errDel Buono, Nicoletta; Esposito, Flavia; Selicato, Laura; Zdunek, Rafal
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Non-negative tensor factorization for vibration-based local damage detection
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-09-01
err7
errOAAI
errGabor, Mateusz; Zdunek, Rafal; Zimroz, Radoslaw; Wodecki, Jacek; Wylomanska, Agnieszka
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Compressing convolutional neural networks with hierarchical Tucker-2 decomposition
errAPPLIED SOFT COMPUTING
IF6.6
err2023-01-01
err10
PREAI
errGabor, Mateusz; Zdunek, Rafal
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errSave
On-Off Scheduling for Electric Vehicle Charging in Two-Links Charging Stations Using Binary Optimization Approaches
errSENSORS
IF3.5
err2021-10-28
err6
errOAAI
errZdunek, Rafal; Grobelny, Andrzej; Witkowski, Jerzy; Gnot, Radoslaw Igor
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Image completion with approximate convex hull tensor decomposition
errSIGNAL PROCESSING-IMAGE COMMUNICATION
IF2.7
err2021-07-01
err3
PREAI
errZdunek, Rafal; Sadowski, Tomasz
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Fast hierarchical tucker decomposition with single-mode preservation and tensor subspace analysis for feature extraction from augmented multimodal data☆
errNEUROCOMPUTING
IF6.5
err2021-07-01
err6
PREAI
errFonal, Krzysztof; Zdunek, Rafal
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Classification of Copper Minerals by Handheld Laser-Induced Breakdown Spectroscopy and Nonnegative Tensor Factorisation
errSENSORS
IF3.5
err2020-09-09
err3
errOAAI
errWojcik, Michal; Brinkmann, Pia; Zdunek, Rafal; Riebe, Daniel; Beitz, Toralf; Merk, Sven; Cieslik, Katarzyna; Mory, David; Antonczak, Arkadiusz
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Fast Recursive Nonnegative Standard and Hierarchical Tucker Decomposition
errieee signal processing magazine
IF3.9
err2019-09-01
err6
PREAI
errFonal, Krzysztof; Zdunek, Rafal
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Recognition of Pharmacological Bi-Heterocyclic Compounds by Using Terahertz Time Domain Spectroscopy and Chemometrics
errSENSORS
IF3.5
err2019-07-30
err8
errOAAI
errNowak, Maciej Roman; Zdunek, Rafal; Plinski, Edward; Swiatek, Piotr; Strzelecka, Malgorzata; Malinka, Wieslaw; Plinska, Stanislawa
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Linked CP tensor decomposition algorithms for shared and individual feature extraction
errSIGNAL PROCESSING-IMAGE COMMUNICATION
IF2.7
err2019-04-01
err11
PREAI
errZdunek, Rafal; Fonal, Krzysztof; Wolczowski, Andrzej
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errSave
Segmented convex-hull algorithms for near-separable NMF and NTF
errNEUROCOMPUTING
IF6.5
err2019-02-01
err9
PREAI
errZdunek, Rafal; Sadowski, Tomasz
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errSave
Electromyography and mechanomyography signal recognition: Experimental analysis using multi-way array decomposition methods
errBIOCYBERNETICS AND BIOMEDICAL ENGINEERING
IF6.6
err2017-01-01
err28
PREAI
errWolczowski, Andrzej; Zdunek, Rafal
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errSave
Unsupervised verification of laser-induced breakdown spectroscopy dataset clustering
errSPECTROCHIMICA ACTA PART B-ATOMIC SPECTROSCOPY
IF3.8
err2016-12-01
err5
PREAI
errWojcik, Michal R.; Zdunek, Rafal; Antonczak, Arkadiusz J.
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Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis
errSIGNAL PROCESSING
IF3.6
err2015-08-01
err33
PREAI
errYokota, Tatsuya; Zdunek, Rafal; Cichocki, Andrzej; Yamashita, Yukihiko
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Research Directions

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Co-authors
Cooperation Journals
A
Andrzej Cichocki
H-index: 106 · Papers: 1.2K
Ш
Шун-ичи Амари
H-index: 88 · Papers: 529
R
Radosław Zimroz
H-index: 44 · Papers: 466
T
Tatsuya Yokota
H-index: 43 · Papers: 421
A
Anil Kumar
H-index: 38 · Papers: 172
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