BibTeX records: Rafal Zdunek

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@article{DBLP:journals/tii/GaborZZW24,
  author       = {Mateusz Gabor and
                  Rafal Zdunek and
                  Radoslaw Zimroz and
                  Agnieszka Wylomanska},
  title        = {Bearing Damage Detection With Orthogonal and Nonnegative Low-Rank
                  Feature Extraction},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {20},
  number       = {2},
  pages        = {2944--2955},
  year         = {2024},
  url          = {https://doi.org/10.1109/TII.2023.3300455},
  doi          = {10.1109/TII.2023.3300455},
  timestamp    = {Thu, 29 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tii/GaborZZW24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/BuonoESZ23,
  author       = {Nicoletta Del Buono and
                  Flavia Esposito and
                  Laura Selicato and
                  Rafal Zdunek},
  title        = {Bi-level algorithm for optimizing hyperparameters in penalized nonnegative
                  matrix factorization},
  journal      = {Appl. Math. Comput.},
  volume       = {457},
  pages        = {128184},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.amc.2023.128184},
  doi          = {10.1016/J.AMC.2023.128184},
  timestamp    = {Tue, 15 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/amc/BuonoESZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/GaborZ23,
  author       = {Mateusz Gabor and
                  Rafal Zdunek},
  title        = {Compressing convolutional neural networks with hierarchical Tucker-2
                  decomposition},
  journal      = {Appl. Soft Comput.},
  volume       = {132},
  pages        = {109856},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.asoc.2022.109856},
  doi          = {10.1016/J.ASOC.2022.109856},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/asc/GaborZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/Zdunek23,
  author       = {Rafal Zdunek},
  editor       = {Jir{\'{\i}} Mikyska and
                  Cl{\'{e}}lia de Mulatier and
                  Maciej Paszynski and
                  Valeria V. Krzhizhanovskaya and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {Tensor Train Subspace Analysis for Classification of Hand Gestures
                  with Surface {EMG} Signals},
  booktitle    = {Computational Science - {ICCS} 2023 - 23rd International Conference,
                  Prague, Czech Republic, July 3-5, 2023, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14074},
  pages        = {662--669},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-36021-3\_63},
  doi          = {10.1007/978-3-031-36021-3\_63},
  timestamp    = {Fri, 07 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccS/Zdunek23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iecon/GaborZZW23,
  author       = {Mateusz Gabor and
                  Rafal Zdunek and
                  Radoslaw Zimroz and
                  Agnieszka Wylomanska},
  title        = {Non-Negative Matrix Underapproximation as Optimal Frequency Band Selector},
  booktitle    = {49th Annual Conference of the {IEEE} Industrial Electronics Society,
                  {IECON} 2023, Singapore, October 16-19, 2023},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/IECON51785.2023.10312465},
  doi          = {10.1109/IECON51785.2023.10312465},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iecon/GaborZZW23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/ZdunekF22,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal},
  title        = {Incremental Nonnegative Tucker Decomposition with Block-Coordinate
                  Descent and Recursive Approaches},
  journal      = {Symmetry},
  volume       = {14},
  number       = {1},
  pages        = {113},
  year         = {2022},
  url          = {https://doi.org/10.3390/sym14010113},
  doi          = {10.3390/SYM14010113},
  timestamp    = {Tue, 15 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/symmetry/ZdunekF22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccS/GaborZ22,
  author       = {Mateusz Gabor and
                  Rafal Zdunek},
  editor       = {Derek Groen and
                  Cl{\'{e}}lia de Mulatier and
                  Maciej Paszynski and
                  Valeria V. Krzhizhanovskaya and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {Convolutional Neural Network Compression via Tensor-Train Decomposition
                  on Permuted Weight Tensor with Automatic Rank Determination},
  booktitle    = {Computational Science - {ICCS} 2022 - 22nd International Conference,
                  London, UK, June 21-23, 2022, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13352},
  pages        = {654--667},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-08757-8\_54},
  doi          = {10.1007/978-3-031-08757-8\_54},
  timestamp    = {Tue, 28 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccS/GaborZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZdunekG22,
  author       = {Rafal Zdunek and
                  Mateusz Gabor},
  title        = {Nested compression of convolutional neural networks with Tucker-2
                  decomposition},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
                  Italy, July 18-23, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/IJCNN55064.2022.9892959},
  doi          = {10.1109/IJCNN55064.2022.9892959},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/ZdunekG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/Zdunek22,
  author       = {Rafal Zdunek},
  editor       = {Matteo Cristani and
                  Carlos Toro and
                  Cecilia Zanni{-}Merk and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Hybrid texture synthesis and interpolated structure image completion},
  booktitle    = {Knowledge-Based and Intelligent Information {\&} Engineering Systems:
                  Proceedings of the 26th International Conference KES-2022, Verona,
                  Italy and Virtual Event, 7-9 September 2022},
  series       = {Procedia Computer Science},
  volume       = {207},
  pages        = {2464--2473},
  publisher    = {Elsevier},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.procs.2022.09.304},
  doi          = {10.1016/J.PROCS.2022.09.304},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kes/Zdunek22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13129,
  author       = {Nicoletta Del Buono and
                  Flavia Esposito and
                  Laura Selicato and
                  Rafal Zdunek},
  title        = {Bi-level Optimization for hyperparameters in Nonnegative Matrix Factorizations},
  journal      = {CoRR},
  volume       = {abs/2203.13129},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.13129},
  doi          = {10.48550/ARXIV.2203.13129},
  eprinttype    = {arXiv},
  eprint       = {2203.13129},
  timestamp    = {Tue, 29 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-13129.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FonalZ21,
  author       = {Krzysztof Fonal and
                  Rafal Zdunek},
  title        = {Fast hierarchical tucker decomposition with single-mode preservation
                  and tensor subspace analysis for feature extraction from augmented
                  multimodal data},
  journal      = {Neurocomputing},
  volume       = {445},
  pages        = {231--243},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.neucom.2021.02.087},
  doi          = {10.1016/J.NEUCOM.2021.02.087},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/FonalZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/ZdunekGWG21,
  author       = {Rafal Zdunek and
                  Andrzej Grobelny and
                  Jerzy Witkowski and
                  Radoslaw Igor Gnot},
  title        = {On-Off Scheduling for Electric Vehicle Charging in Two-Links Charging
                  Stations Using Binary Optimization Approaches},
  journal      = {Sensors},
  volume       = {21},
  number       = {21},
  pages        = {7149},
  year         = {2021},
  url          = {https://doi.org/10.3390/s21217149},
  doi          = {10.3390/S21217149},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sensors/ZdunekGWG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spic/ZdunekS21,
  author       = {Rafal Zdunek and
                  Tomasz Sadowski},
  title        = {Image completion with approximate convex hull tensor decomposition},
  journal      = {Signal Process. Image Commun.},
  volume       = {95},
  pages        = {116276},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.image.2021.116276},
  doi          = {10.1016/J.IMAGE.2021.116276},
  timestamp    = {Tue, 13 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spic/ZdunekS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/WojcikBZRBMCMA20,
  author       = {Michal W{\'{o}}jcik and
                  Pia Brinkmann and
                  Rafal Zdunek and
                  Daniel Riebe and
                  Toralf Beitz and
                  Sven Merk and
                  Katarzyna Cieslik and
                  David Mory and
                  Arkadiusz Antonczak},
  title        = {Classification of Copper Minerals by Handheld Laser-Induced Breakdown
                  Spectroscopy and Nonnegative Tensor Factorisation},
  journal      = {Sensors},
  volume       = {20},
  number       = {18},
  pages        = {5152},
  year         = {2020},
  url          = {https://doi.org/10.3390/s20185152},
  doi          = {10.3390/S20185152},
  timestamp    = {Sat, 25 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sensors/WojcikBZRBMCMA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kesidt/ZdunekF20,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal},
  editor       = {Ireneusz Czarnowski and
                  Robert J. Howlett and
                  Lakhmi C. Jain},
  title        = {Trust-Region Strategy with Cauchy Point for Nonnegative Tensor Factorization
                  with Beta-Divergence},
  booktitle    = {Intelligent Decision Technologies - Proceedings of the 12th {KES}
                  International Conference on Intelligent Decision Technologies {(KES-IDT}
                  2020), Split, Croatia, 17-19 June, 2020},
  series       = {Smart Innovation, Systems and Technologies},
  volume       = {193},
  pages        = {315--325},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-981-15-5925-9\_27},
  doi          = {10.1007/978-981-15-5925-9\_27},
  timestamp    = {Mon, 25 Jan 2021 18:00:18 +0100},
  biburl       = {https://dblp.org/rec/conf/kesidt/ZdunekF20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZdunekS19,
  author       = {Rafal Zdunek and
                  Tomasz Sadowski},
  title        = {Segmented convex-hull algorithms for near-separable {NMF} and {NTF}},
  journal      = {Neurocomputing},
  volume       = {331},
  pages        = {150--164},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.neucom.2018.11.026},
  doi          = {10.1016/J.NEUCOM.2018.11.026},
  timestamp    = {Wed, 27 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijon/ZdunekS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/NowakZPSSMP19,
  author       = {Maciej Roman Nowak and
                  Rafal Zdunek and
                  Edward Plinski and
                  Piotr Swiatek and
                  Malgorzata Strzelecka and
                  Wieslaw Malinka and
                  Stanislawa Plinska},
  title        = {Recognition of Pharmacological Bi-Heterocyclic Compounds by Using
                  Terahertz Time Domain Spectroscopy and Chemometrics},
  journal      = {Sensors},
  volume       = {19},
  number       = {15},
  pages        = {3349},
  year         = {2019},
  url          = {https://doi.org/10.3390/s19153349},
  doi          = {10.3390/S19153349},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/NowakZPSSMP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spic/ZdunekFW19,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal and
                  Andrzej Wolczowski},
  title        = {Linked {CP} tensor decomposition algorithms for shared and individual
                  feature extraction},
  journal      = {Signal Process. Image Commun.},
  volume       = {73},
  pages        = {37--52},
  year         = {2019},
  url          = {https://doi.org/10.1016/j.image.2018.11.001},
  doi          = {10.1016/J.IMAGE.2018.11.001},
  timestamp    = {Mon, 24 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/spic/ZdunekFW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/FonalZ19,
  author       = {Krzysztof Fonal and
                  Rafal Zdunek},
  title        = {Fast Recursive Nonnegative Standard and Hierarchical Tucker Decomposition},
  journal      = {{IEEE} Signal Process. Lett.},
  volume       = {26},
  number       = {9},
  pages        = {1265--1269},
  year         = {2019},
  url          = {https://doi.org/10.1109/LSP.2019.2926845},
  doi          = {10.1109/LSP.2019.2926845},
  timestamp    = {Thu, 05 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spl/FonalZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icufn/ZdunekF19,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal},
  title        = {Nonnegatively Constrained Tensor Network for Classification Problems},
  booktitle    = {Eleventh International Conference on Ubiquitous and Future Networks,
                  {ICUFN} 2019, Zagreb, Croatia, July 2-5, 2019},
  pages        = {218--223},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICUFN.2019.8806176},
  doi          = {10.1109/ICUFN.2019.8806176},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/icufn/ZdunekF19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/FonalZ19,
  author       = {Krzysztof Fonal and
                  Rafal Zdunek},
  title        = {Distributed and Randomized Tensor Train Decomposition for Feature
                  Extraction},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2019 Budapest,
                  Hungary, July 14-19, 2019},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/IJCNN.2019.8851818},
  doi          = {10.1109/IJCNN.2019.8851818},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/FonalZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ZdunekFS19,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal and
                  Tomasz Sadowski},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya and
                  Andreu Catal{\`{a}}},
  title        = {Image Completion with Filtered Low-Rank Tensor Train Approximations},
  booktitle    = {Advances in Computational Intelligence - 15th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2019, Gran Canaria, Spain,
                  June 12-14, 2019, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11507},
  pages        = {235--245},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-20518-8\_20},
  doi          = {10.1007/978-3-030-20518-8\_20},
  timestamp    = {Wed, 05 Jun 2019 11:06:16 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/ZdunekFS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spa/SadowskiZ19,
  author       = {Tomasz Sadowski and
                  Rafal Zdunek},
  title        = {Image Completion with Filtered Alternating Least Squares Tucker Decomposition},
  booktitle    = {Signal Processing: Algorithms, Architectures, Arrangements, and Applications,
                  {SPA} 2019, Poznan, Poland, September 18-20, 2019},
  pages        = {241--245},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.23919/SPA.2019.8936733},
  doi          = {10.23919/SPA.2019.8936733},
  timestamp    = {Wed, 29 Jan 2020 16:04:47 +0100},
  biburl       = {https://dblp.org/rec/conf/spa/SadowskiZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/ZdunekF18,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal},
  title        = {Distributed geometric nonnegative matrix factorization and hierarchical
                  alternating least squares-based nonnegative tensor factorization with
                  the MapReduce paradigm},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {30},
  number       = {17},
  year         = {2018},
  url          = {https://doi.org/10.1002/cpe.4473},
  doi          = {10.1002/CPE.4473},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/concurrency/ZdunekF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/SadowskiZ18,
  author       = {Tomasz Sadowski and
                  Rafal Zdunek},
  editor       = {Yannick Deville and
                  Sharon Gannot and
                  Russell Mason and
                  Mark D. Plumbley and
                  Dominic Ward},
  title        = {Image Completion with Nonnegative Matrix Factorization Under Separability
                  Assumption},
  booktitle    = {Latent Variable Analysis and Signal Separation - 14th International
                  Conference, {LVA/ICA} 2018, Guildford, UK, July 2-5, 2018, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10891},
  pages        = {116--126},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93764-9\_12},
  doi          = {10.1007/978-3-319-93764-9\_12},
  timestamp    = {Mon, 26 Jun 2023 20:48:01 +0200},
  biburl       = {https://dblp.org/rec/conf/ica/SadowskiZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/SadowskiZ18,
  author       = {Tomasz Sadowski and
                  Rafal Zdunek},
  editor       = {Leszek Rutkowski and
                  Rafal Scherer and
                  Marcin Korytkowski and
                  Witold Pedrycz and
                  Ryszard Tadeusiewicz and
                  Jacek M. Zurada},
  title        = {Image Completion with Smooth Nonnegative Matrix Factorization},
  booktitle    = {Artificial Intelligence and Soft Computing - 17th International Conference,
                  {ICAISC} 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10842},
  pages        = {62--72},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91262-2\_6},
  doi          = {10.1007/978-3-319-91262-2\_6},
  timestamp    = {Thu, 23 Jun 2022 19:57:15 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/SadowskiZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/FonalZ18,
  author       = {Krzysztof Fonal and
                  Rafal Zdunek},
  editor       = {Leszek Rutkowski and
                  Rafal Scherer and
                  Marcin Korytkowski and
                  Witold Pedrycz and
                  Ryszard Tadeusiewicz and
                  Jacek M. Zurada},
  title        = {Distributed Nonnegative Matrix Factorization with {HALS} Algorithm
                  on Apache Spark},
  booktitle    = {Artificial Intelligence and Soft Computing - 17th International Conference,
                  {ICAISC} 2018, Zakopane, Poland, June 3-7, 2018, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10842},
  pages        = {333--342},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-91262-2\_30},
  doi          = {10.1007/978-3-319-91262-2\_30},
  timestamp    = {Thu, 24 May 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/FonalZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/FonalZW18,
  author       = {Krzysztof Fonal and
                  Rafal Zdunek and
                  Andrzej Wolczowski},
  title        = {Feature-Fusion HALS-based Algorithm for Linked {CP} Decomposition
                  Model in Application to Joint {EMG/MMG} Signal Classification},
  booktitle    = {24th International Conference on Pattern Recognition, {ICPR} 2018,
                  Beijing, China, August 20-24, 2018},
  pages        = {928--933},
  publisher    = {{IEEE} Computer Society},
  year         = {2018},
  url          = {https://doi.org/10.1109/ICPR.2018.8545168},
  doi          = {10.1109/ICPR.2018.8545168},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icpr/FonalZW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwssip/ZdunekF18,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal},
  title        = {Randomized Nonnegative Tensor Factorization for Feature Extraction
                  from High-dimensional Signals},
  booktitle    = {25th International Conference on Systems, Signals and Image Processing,
                  {IWSSIP} 2018, Maribor, Slovenia, June 20-22, 2018},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2018},
  url          = {https://doi.org/10.1109/IWSSIP.2018.8439450},
  doi          = {10.1109/IWSSIP.2018.8439450},
  timestamp    = {Wed, 16 Oct 2019 14:14:54 +0200},
  biburl       = {https://dblp.org/rec/conf/iwssip/ZdunekF18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica3pp/ZdunekF17,
  author       = {Rafal Zdunek and
                  Krzysztof Fonal},
  editor       = {Shadi Ibrahim and
                  Kim{-}Kwang Raymond Choo and
                  Zheng Yan and
                  Witold Pedrycz},
  title        = {Distributed Nonnegative Matrix Factorization with {HALS} Algorithm
                  on MapReduce},
  booktitle    = {Algorithms and Architectures for Parallel Processing - 17th International
                  Conference, {ICA3PP} 2017, Helsinki, Finland, August 21-23, 2017,
                  Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {10393},
  pages        = {211--222},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-65482-9\_14},
  doi          = {10.1007/978-3-319-65482-9\_14},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/ica3pp/ZdunekF17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isat/SadowskiZ17,
  author       = {Tomasz Sadowski and
                  Rafal Zdunek},
  editor       = {Leszek Borzemski and
                  Jerzy Swiatek and
                  Zofia Wilimowska},
  title        = {Modified {HALS} Algorithm for Image Completion and Recommendation
                  System},
  booktitle    = {Information Systems Architecture and Technology: Proceedings of 38th
                  International Conference on Information Systems Architecture and Technology
                  - {ISAT} 2017 - Part II, Szklarska Por{\k{e}}ba, Poland, September
                  17-19, 2017},
  series       = {Advances in Intelligent Systems and Computing},
  volume       = {656},
  pages        = {17--27},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-67229-8\_2},
  doi          = {10.1007/978-3-319-67229-8\_2},
  timestamp    = {Wed, 25 Sep 2019 18:22:00 +0200},
  biburl       = {https://dblp.org/rec/conf/isat/SadowskiZ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/ZdunekS17,
  author       = {Rafal Zdunek and
                  Tomasz Sadowski},
  editor       = {Ignacio Rojas and
                  Gonzalo Joya and
                  Andreu Catal{\`{a}}},
  title        = {{XRAY} Algorithm for Separable Nonnegative Tensor Factorization},
  booktitle    = {Advances in Computational Intelligence - 14th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2017, Cadiz, Spain, June 14-16,
                  2017, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10306},
  pages        = {246--256},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-59147-6\_22},
  doi          = {10.1007/978-3-319-59147-6\_22},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/ZdunekS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmbd/ZdunekK16,
  author       = {Rafal Zdunek and
                  Michalina Kotyla},
  editor       = {Ying Tan and
                  Yuhui Shi},
  title        = {Extraction of Dynamic Nonnegative Features from Multidimensional Nonstationary
                  Signals},
  booktitle    = {Data Mining and Big Data, First International Conference, {DMBD} 2016,
                  Bali, Indonesia, June 25-30, 2016. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {9714},
  pages        = {557--566},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-40973-3\_57},
  doi          = {10.1007/978-3-319-40973-3\_57},
  timestamp    = {Tue, 11 Jul 2023 08:21:50 +0200},
  biburl       = {https://dblp.org/rec/conf/dmbd/ZdunekK16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spa/DrgasZ16,
  author       = {Szymon Drgas and
                  Rafal Zdunek},
  title        = {Automatic tuning of hyperparameters for NMF-based face recognition
                  system},
  booktitle    = {Signal Processing: Algorithms, Architectures, Arrangements, and Applications,
                  {SPA} 2016, Poznan, Poland, September 21-23, 2016},
  pages        = {40--44},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SPA.2016.7763584},
  doi          = {10.1109/SPA.2016.7763584},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/spa/DrgasZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/YokotaZCY15,
  author       = {Tatsuya Yokota and
                  Rafal Zdunek and
                  Andrzej Cichocki and
                  Yukihiko Yamashita},
  title        = {Smooth nonnegative matrix and tensor factorizations for robust multi-way
                  data analysis},
  journal      = {Signal Process.},
  volume       = {113},
  pages        = {234--249},
  year         = {2015},
  url          = {https://doi.org/10.1016/j.sigpro.2015.02.003},
  doi          = {10.1016/J.SIGPRO.2015.02.003},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/YokotaZCY15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Zdunek15,
  author       = {Rafal Zdunek},
  editor       = {Leszek Rutkowski and
                  Marcin Korytkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Convex Nonnegative Matrix Factorization with Rank-1 Update for Clustering},
  booktitle    = {Artificial Intelligence and Soft Computing - 14th International Conference,
                  {ICAISC} 2015, Zakopane, Poland, June 14-28, 2015, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9120},
  pages        = {59--68},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-19369-4\_6},
  doi          = {10.1007/978-3-319-19369-4\_6},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/Zdunek15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amcs/Zdunek14,
  author       = {Rafal Zdunek},
  title        = {Regularized nonnegative matrix factorization: Geometrical interpretation
                  and application to spectral unmixing},
  journal      = {Int. J. Appl. Math. Comput. Sci.},
  volume       = {24},
  number       = {2},
  pages        = {233--247},
  year         = {2014},
  url          = {https://doi.org/10.2478/amcs-2014-0017},
  doi          = {10.2478/AMCS-2014-0017},
  timestamp    = {Wed, 11 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/amcs/Zdunek14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZdunekCY14,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki and
                  Tatsuya Yokota},
  editor       = {Leszek Rutkowski and
                  Marcin Korytkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization},
  booktitle    = {Artificial Intelligence and Soft Computing - 13th International Conference,
                  {ICAISC} 2014, Zakopane, Poland, June 1-5, 2014, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {8468},
  pages        = {72--81},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-07176-3\_7},
  doi          = {10.1007/978-3-319-07176-3\_7},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/ZdunekCY14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Zdunek14,
  author       = {Rafal Zdunek},
  editor       = {Stefan Wermter and
                  Cornelius Weber and
                  Wlodzislaw Duch and
                  Timo Honkela and
                  Petia D. Koprinkova{-}Hristova and
                  Sven Magg and
                  G{\"{u}}nther Palm and
                  Alessandro E. P. Villa},
  title        = {Row-Action Projections for Nonnegative Matrix Factorization},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th
                  International Conference on Artificial Neural Networks, Hamburg, Germany,
                  September 15-19, 2014. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8681},
  pages        = {299--306},
  publisher    = {Springer},
  year         = {2014},
  url          = {https://doi.org/10.1007/978-3-319-11179-7\_38},
  doi          = {10.1007/978-3-319-11179-7\_38},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/Zdunek14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/Zdunek14,
  author       = {Rafal Zdunek},
  title        = {Alternating direction method for approximating smooth feature vectors
                  in Nonnegative Matrix Factorization},
  booktitle    = {{IEEE} International Workshop on Machine Learning for Signal Processing,
                  {MLSP} 2014, Reims, France, September 21-24, 2014},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/MLSP.2014.6958865},
  doi          = {10.1109/MLSP.2014.6958865},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/mlsp/Zdunek14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cogcom/Zdunek13,
  author       = {Rafal Zdunek},
  title        = {Improved Convolutive and Under-Determined Blind Audio Source Separation
                  with {MRF} Smoothing},
  journal      = {Cogn. Comput.},
  volume       = {5},
  number       = {4},
  pages        = {493--503},
  year         = {2013},
  url          = {https://doi.org/10.1007/s12559-012-9185-9},
  doi          = {10.1007/S12559-012-9185-9},
  timestamp    = {Thu, 21 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cogcom/Zdunek13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/ZdunekPC13,
  author       = {Rafal Zdunek and
                  Anh Huy Phan and
                  Andrzej Cichocki},
  editor       = {Valeri M. Mladenov and
                  Petia D. Koprinkova{-}Hristova and
                  G{\"{u}}nther Palm and
                  Alessandro E. P. Villa and
                  Bruno Appollini and
                  Nikola K. Kasabov},
  title        = {{GNMF} with Newton-Based Methods},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2013 - 23rd
                  International Conference on Artificial Neural Networks, Sofia, Bulgaria,
                  September 10-13, 2013. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {8131},
  pages        = {90--97},
  publisher    = {Springer},
  year         = {2013},
  url          = {https://doi.org/10.1007/978-3-642-40728-4\_12},
  doi          = {10.1007/978-3-642-40728-4\_12},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/ZdunekPC13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PhanCTZL13,
  author       = {Anh Huy Phan and
                  Andrzej Cichocki and
                  Petr Tichavsk{\'{y}} and
                  Rafal Zdunek and
                  Sidney R. Lehky},
  title        = {From basis components to complex structural patterns},
  booktitle    = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
                  {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
  pages        = {3228--3232},
  publisher    = {{IEEE}},
  year         = {2013},
  url          = {https://doi.org/10.1109/ICASSP.2013.6638254},
  doi          = {10.1109/ICASSP.2013.6638254},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/PhanCTZL13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagm/Zdunek12,
  author       = {Rafal Zdunek},
  editor       = {Axel Pinz and
                  Thomas Pock and
                  Horst Bischof and
                  Franz Leberl},
  title        = {Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha-
                  and Beta-divergences},
  booktitle    = {Pattern Recognition - Joint 34th {DAGM} and 36th {OAGM} Symposium,
                  Graz, Austria, August 28-31, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7476},
  pages        = {226--235},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-32717-9\_23},
  doi          = {10.1007/978-3-642-32717-9\_23},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/dagm/Zdunek12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/ZdunekH12,
  author       = {Rafal Zdunek and
                  Zhaoshui He},
  editor       = {Fabian J. Theis and
                  Andrzej Cichocki and
                  Arie Yeredor and
                  Michael Zibulevsky},
  title        = {Nesterov's Iterations for NMF-Based Supervised Classification of Texture
                  Patterns},
  booktitle    = {Latent Variable Analysis and Signal Separation - 10th International
                  Conference, {LVA/ICA} 2012, Tel Aviv, Israel, March 12-15, 2012. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7191},
  pages        = {478--485},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-28551-6\_59},
  doi          = {10.1007/978-3-642-28551-6\_59},
  timestamp    = {Tue, 14 May 2019 10:00:52 +0200},
  biburl       = {https://dblp.org/rec/conf/ica/ZdunekH12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Zdunek12,
  author       = {Rafal Zdunek},
  editor       = {Leszek Rutkowski and
                  Marcin Korytkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Initialization of Nonnegative Matrix Factorization with Vertices of
                  Convex Polytope},
  booktitle    = {Artificial Intelligence and Soft Computing - 11th International Conference,
                  {ICAISC} 2012, Zakopane, Poland, April 29-May 3, 2012, Proceedings,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7267},
  pages        = {448--455},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-29347-4\_52},
  doi          = {10.1007/978-3-642-29347-4\_52},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/Zdunek12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Zdunek12,
  author       = {Rafal Zdunek},
  editor       = {Alessandro E. P. Villa and
                  Wlodzislaw Duch and
                  P{\'{e}}ter {\'{E}}rdi and
                  Francesco Masulli and
                  G{\"{u}}nther Palm},
  title        = {Spectral Signal Unmixing with Interior-Point Nonnegative Matrix Factorization},
  booktitle    = {Artificial Neural Networks and Machine Learning - {ICANN} 2012 - 22nd
                  International Conference on Artificial Neural Networks, Lausanne,
                  Switzerland, September 11-14, 2012, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7552},
  pages        = {65--72},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-33269-2\_9},
  doi          = {10.1007/978-3-642-33269-2\_9},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icann/Zdunek12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/Zdunek12,
  author       = {Rafal Zdunek},
  editor       = {Tingwen Huang and
                  Zhigang Zeng and
                  Chuandong Li and
                  Chi{-}Sing Leung},
  title        = {Approximation of Feature Vectors in Nonnegative Matrix Factorization
                  with Gaussian Radial Basis Functions},
  booktitle    = {Neural Information Processing - 19th International Conference, {ICONIP}
                  2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {7663},
  pages        = {616--623},
  publisher    = {Springer},
  year         = {2012},
  url          = {https://doi.org/10.1007/978-3-642-34475-6\_74},
  doi          = {10.1007/978-3-642-34475-6\_74},
  timestamp    = {Tue, 30 Jun 2020 11:04:50 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/Zdunek12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/HeXZZC11,
  author       = {Zhaoshui He and
                  Shengli Xie and
                  Rafal Zdunek and
                  Guoxu Zhou and
                  Andrzej Cichocki},
  title        = {Symmetric Nonnegative Matrix Factorization: Algorithms and Applications
                  to Probabilistic Clustering},
  journal      = {{IEEE} Trans. Neural Networks},
  volume       = {22},
  number       = {12},
  pages        = {2117--2131},
  year         = {2011},
  url          = {https://doi.org/10.1109/TNN.2011.2172457},
  doi          = {10.1109/TNN.2011.2172457},
  timestamp    = {Sat, 05 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/HeXZZC11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciap/Zdunek11,
  author       = {Rafal Zdunek},
  editor       = {Giuseppe Maino and
                  Gian Luca Foresti},
  title        = {Uni-orthogonal Nonnegative Tucker Decomposition for Supervised Image
                  Classification},
  booktitle    = {Image Analysis and Processing - {ICIAP} 2011 - 16th International
                  Conference, Ravenna, Italy, September 14-16, 2011, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6978},
  pages        = {88--97},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-24085-0\_10},
  doi          = {10.1007/978-3-642-24085-0\_10},
  timestamp    = {Tue, 14 May 2019 10:00:50 +0200},
  biburl       = {https://dblp.org/rec/conf/iciap/Zdunek11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwann/Zdunek11,
  author       = {Rafal Zdunek},
  editor       = {Joan Cabestany and
                  Ignacio Rojas and
                  Gonzalo Joya Caparr{\'{o}}s},
  title        = {Regularized Active Set Least Squares Algorithm for Nonnegative Matrix
                  Factorization in Application to Raman Spectra Separation},
  booktitle    = {Advances in Computational Intelligence - 11th International Work-Conference
                  on Artificial Neural Networks, {IWANN} 2011, Torremolinos-M{\'{a}}laga,
                  Spain, June 8-10, 2011, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6692},
  pages        = {492--499},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-21498-1\_62},
  doi          = {10.1007/978-3-642-21498-1\_62},
  timestamp    = {Tue, 14 May 2019 10:00:51 +0200},
  biburl       = {https://dblp.org/rec/conf/iwann/Zdunek11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nolisp/Zdunek11,
  author       = {Rafal Zdunek},
  editor       = {Carlos Manuel Travieso{-}Gonz{\'{a}}lez and
                  Jes{\'{u}}s Bernardino Alonso Hern{\'{a}}ndez},
  title        = {Convolutive Nonnegative Matrix Factorization with Markov Random Field
                  Smoothing for Blind Unmixing of Multichannel Speech Recordings},
  booktitle    = {Advances in Nonlinear Speech Processing - 5th International Conference
                  on Nonlinear Speech Processing, {NOLISP} 2011, Las Palmas de Gran
                  Canaria, Spain, November 7-9, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7015},
  pages        = {25--32},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-25020-0\_4},
  doi          = {10.1007/978-3-642-25020-0\_4},
  timestamp    = {Thu, 23 Jun 2022 19:57:40 +0200},
  biburl       = {https://dblp.org/rec/conf/nolisp/Zdunek11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/asc/Zdunek11,
  author       = {Rafal Zdunek},
  editor       = {Robert Burduk and
                  Marek Kurzynski and
                  Michal Wozniak and
                  Andrzej Zolnierek},
  title        = {Regularized {NNLS} Algorithms for Nonnegative Matrix Factorization
                  with Application to Text Document Clustering},
  booktitle    = {Computer Recognition Systems 4},
  series       = {Advances in Intelligent and Soft Computing},
  volume       = {95},
  pages        = {757--766},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-20320-6\_77},
  doi          = {10.1007/978-3-642-20320-6\_77},
  timestamp    = {Thu, 07 Nov 2019 15:14:22 +0100},
  biburl       = {https://dblp.org/rec/series/asc/Zdunek11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ajiips/ZdunekPC10,
  author       = {Rafal Zdunek and
                  Anh Huy Phan and
                  Andrzej Cichocki},
  title        = {Damped Newton Iterations for Nonnegative Matrix Factorization},
  journal      = {Aust. J. Intell. Inf. Process. Syst.},
  volume       = {12},
  number       = {1},
  year         = {2010},
  url          = {http://cs.anu.edu.au/ojs/index.php/ajiips/article/view/1127},
  timestamp    = {Wed, 01 Sep 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ajiips/ZdunekPC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZdunekC10,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki},
  editor       = {Leszek Rutkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Sequential Coordinate-Wise {DNMF} for Face Recognition},
  booktitle    = {Artificial Intelligence and Soft Computing, 10th International Conference,
                  {ICAISC} 2010, Zakopane, Poland, June 13-17, 2010, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6113},
  pages        = {563--570},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13208-7\_70},
  doi          = {10.1007/978-3-642-13208-7\_70},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/ZdunekC10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZdunekI10,
  author       = {Rafal Zdunek and
                  Tomasz Ignor},
  editor       = {Leszek Rutkowski and
                  Rafal Scherer and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {{UMTS} Base Station Location Planning with Invasive Weed Optimization},
  booktitle    = {Artifical Intelligence and Soft Computing, 10th International Conference,
                  {ICAISC} 2010, Zakopane, Poland, June 13-17, 2010, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6114},
  pages        = {698--705},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-13232-2\_86},
  doi          = {10.1007/978-3-642-13232-2\_86},
  timestamp    = {Mon, 05 Feb 2024 20:31:53 +0100},
  biburl       = {https://dblp.org/rec/conf/icaisc/ZdunekI10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/PhanCZD10,
  author       = {Anh Huy Phan and
                  Andrzej Cichocki and
                  Rafal Zdunek and
                  Thanh Vu Dinh},
  editor       = {Kok Wai Wong and
                  B. Sumudu U. Mendis and
                  Abdesselam Bouzerdoum},
  title        = {Novel Alternating Least Squares Algorithm for Nonnegative Matrix and
                  Tensor Factorizations},
  booktitle    = {Neural Information Processing. Theory and Algorithms - 17th International
                  Conference, {ICONIP} 2010, Sydney, Australia, November 22-25, 2010,
                  Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {6443},
  pages        = {262--269},
  publisher    = {Springer},
  year         = {2010},
  url          = {https://doi.org/10.1007/978-3-642-17537-4\_33},
  doi          = {10.1007/978-3-642-17537-4\_33},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/PhanCZD10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/daglib/0026682,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek and
                  Anh Huy Phan and
                  Shun{-}ichi Amari},
  title        = {Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory
                  Multi-way Data Analysis and Blind Source Separation},
  publisher    = {Wiley},
  year         = {2009},
  url          = {https://doi.org/10.1002/9780470747278},
  doi          = {10.1002/9780470747278},
  isbn         = {978-0-470-74666-0},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/books/daglib/0026682.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/HeCZX09,
  author       = {Zhaoshui He and
                  Andrzej Cichocki and
                  Rafal Zdunek and
                  Shengli Xie},
  title        = {Improved {FOCUSS} Method With Conjugate Gradient Iterations},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {57},
  number       = {1},
  pages        = {399--404},
  year         = {2009},
  url          = {https://doi.org/10.1109/TSP.2008.2007605},
  doi          = {10.1109/TSP.2008.2007605},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/HeCZX09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/CichockiMSWZ08,
  author       = {Andrzej Cichocki and
                  Morten M{\o}rup and
                  Paris Smaragdis and
                  Wenwu Wang and
                  Rafal Zdunek},
  title        = {Advances in Nonnegative Matrix and Tensor Factorization},
  journal      = {Comput. Intell. Neurosci.},
  volume       = {2008},
  year         = {2008},
  url          = {https://doi.org/10.1155/2008/852187},
  doi          = {10.1155/2008/852187},
  timestamp    = {Thu, 05 Jan 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cin/CichockiMSWZ08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cin/ZdunekC08,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki},
  title        = {Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient
                  Approaches for Large-Scale Problems},
  journal      = {Comput. Intell. Neurosci.},
  volume       = {2008},
  year         = {2008},
  url          = {https://doi.org/10.1155/2008/939567},
  doi          = {10.1155/2008/939567},
  timestamp    = {Thu, 12 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/cin/ZdunekC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZdunekC08,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki},
  title        = {Nonnegative matrix factorization with quadratic programming},
  journal      = {Neurocomputing},
  volume       = {71},
  number       = {10-12},
  pages        = {2309--2320},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.neucom.2007.01.013},
  doi          = {10.1016/J.NEUCOM.2007.01.013},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ijon/ZdunekC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spm/CichockiZA08,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek and
                  Shun{-}ichi Amari},
  title        = {Nonnegative Matrix and Tensor Factorization [Lecture Notes]},
  journal      = {{IEEE} Signal Process. Mag.},
  volume       = {25},
  number       = {1},
  pages        = {142--145},
  year         = {2008},
  url          = {https://doi.org/10.1109/MSP.2008.4408452},
  doi          = {10.1109/MSP.2008.4408452},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/spm/CichockiZA08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcs/Zdunek08,
  author       = {Rafal Zdunek},
  title        = {On image reconstruction algorithms for binary electromagnetic geotomography},
  journal      = {Theor. Comput. Sci.},
  volume       = {406},
  number       = {1-2},
  pages        = {160--170},
  year         = {2008},
  url          = {https://doi.org/10.1016/j.tcs.2008.06.007},
  doi          = {10.1016/J.TCS.2008.06.007},
  timestamp    = {Wed, 17 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tcs/Zdunek08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/ZdunekC08,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki},
  title        = {Improved {M-FOCUSS} Algorithm With Overlapping Blocks for Locally
                  Smooth Sparse Signals},
  journal      = {{IEEE} Trans. Signal Process.},
  volume       = {56},
  number       = {10-1},
  pages        = {4752--4761},
  year         = {2008},
  url          = {https://doi.org/10.1109/TSP.2008.928160},
  doi          = {10.1109/TSP.2008.928160},
  timestamp    = {Tue, 10 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tsp/ZdunekC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/Zdunek08,
  author       = {Rafal Zdunek},
  editor       = {Leszek Rutkowski and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Data Clustering with Semi-binary Nonnegative Matrix Factorization},
  booktitle    = {Artificial Intelligence and Soft Computing - {ICAISC} 2008, 9th International
                  Conference, Zakopane, Poland, June 22-26, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5097},
  pages        = {705--716},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-69731-2\_68},
  doi          = {10.1007/978-3-540-69731-2\_68},
  timestamp    = {Tue, 14 May 2019 10:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/Zdunek08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ZdunekR08,
  author       = {Rafal Zdunek and
                  Tomasz M. Rutkowski},
  editor       = {De{-}Shuang Huang and
                  Donald C. Wunsch II and
                  Daniel S. Levine and
                  Kang{-}Hyun Jo},
  title        = {Nonnegative Tensor Factorization with Smoothness Constraints},
  booktitle    = {Advanced Intelligent Computing Theories and Applications. With Aspects
                  of Theoretical and Methodological Issues, 4th International Conference
                  on Intelligent Computing, {ICIC} 2008, Shanghai, China, September
                  15-18, 2008, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {5226},
  pages        = {300--307},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87442-3\_38},
  doi          = {10.1007/978-3-540-87442-3\_38},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/icic/ZdunekR08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ZdunekHC08,
  author       = {Rafal Zdunek and
                  Zhaoshui He and
                  Andrzej Cichocki},
  title        = {Tomographic image reconstruction from limited-view projections with
                  Wiener filtered focuss algorithm},
  booktitle    = {Proceedings of the 2008 {IEEE} International Symposium on Biomedical
                  Imaging: From Nano to Macro, Paris, France, May 14-17, 2008},
  pages        = {768--771},
  publisher    = {{IEEE}},
  year         = {2008},
  url          = {https://doi.org/10.1109/ISBI.2008.4541109},
  doi          = {10.1109/ISBI.2008.4541109},
  timestamp    = {Wed, 04 Oct 2023 17:01:25 +0200},
  biburl       = {https://dblp.org/rec/conf/isbi/ZdunekHC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/HeCZC08,
  author       = {Zhaoshui He and
                  Andrzej Cichocki and
                  Rafal Zdunek and
                  Jianting Cao},
  editor       = {Fuchun Sun and
                  Jianwei Zhang and
                  Ying Tan and
                  Jinde Cao and
                  Wen Yu},
  title        = {{CG-M-FOCUSS} and Its Application to Distributed Compressed Sensing},
  booktitle    = {Advances in Neural Networks - {ISNN} 2008, 5th International Symposium
                  on Neural Networks, {ISNN} 2008, Beijing, China, September 24-28,
                  2008, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {5263},
  pages        = {237--245},
  publisher    = {Springer},
  year         = {2008},
  url          = {https://doi.org/10.1007/978-3-540-87732-5\_27},
  doi          = {10.1007/978-3-540-87732-5\_27},
  timestamp    = {Mon, 18 Jan 2021 14:59:49 +0100},
  biburl       = {https://dblp.org/rec/conf/isnn/HeCZC08.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijns/CichockiZ07,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek},
  title        = {Multilayer Nonnegative Matrix Factorization Using Projected Gradient
                  Approaches},
  journal      = {Int. J. Neural Syst.},
  volume       = {17},
  number       = {6},
  pages        = {431--446},
  year         = {2007},
  url          = {https://doi.org/10.1142/S0129065707001275},
  doi          = {10.1142/S0129065707001275},
  timestamp    = {Wed, 14 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ijns/CichockiZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/ZdunekC07,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki},
  title        = {Nonnegative matrix factorization with constrained second-order optimization},
  journal      = {Signal Process.},
  volume       = {87},
  number       = {8},
  pages        = {1904--1916},
  year         = {2007},
  url          = {https://doi.org/10.1016/j.sigpro.2007.01.024},
  doi          = {10.1016/J.SIGPRO.2007.01.024},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/sigpro/ZdunekC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/CichockiZA07,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek and
                  Shun{-}ichi Amari},
  editor       = {Mike E. Davies and
                  Christopher J. James and
                  Samer A. Abdallah and
                  Mark D. Plumbley},
  title        = {Hierarchical {ALS} Algorithms for Nonnegative Matrix and 3D Tensor
                  Factorization},
  booktitle    = {Independent Component Analysis and Signal Separation, 7th International
                  Conference, {ICA} 2007, London, UK, September 9-12, 2007},
  series       = {Lecture Notes in Computer Science},
  volume       = {4666},
  pages        = {169--176},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-74494-8\_22},
  doi          = {10.1007/978-3-540-74494-8\_22},
  timestamp    = {Wed, 26 Oct 2022 13:15:53 +0200},
  biburl       = {https://dblp.org/rec/conf/ica/CichockiZA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icannga/CichockiZCPA07,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek and
                  Seungjin Choi and
                  Robert J. Plemmons and
                  Shun{-}ichi Amari},
  editor       = {Bartlomiej Beliczynski and
                  Andrzej Dzielinski and
                  Marcin Iwanowski and
                  Bernardete Ribeiro},
  title        = {Novel Multi-layer Non-negative Tensor Factorization with Sparsity
                  Constraints},
  booktitle    = {Adaptive and Natural Computing Algorithms, 8th International Conference,
                  {ICANNGA} 2007, Warsaw, Poland, April 11-14, 2007, Proceedings, Part
                  {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4432},
  pages        = {271--280},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-71629-7\_31},
  doi          = {10.1007/978-3-540-71629-7\_31},
  timestamp    = {Tue, 16 Aug 2022 23:04:27 +0200},
  biburl       = {https://dblp.org/rec/conf/icannga/CichockiZCPA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CichockiZCPA07,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek and
                  Seungjin Choi and
                  Robert J. Plemmons and
                  Shun{-}ichi Amari},
  title        = {Non-Negative Tensor Factorization using Alpha and Beta Divergences},
  booktitle    = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
                  and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
                  15-20, 2007},
  pages        = {1393--1396},
  publisher    = {{IEEE}},
  year         = {2007},
  url          = {https://doi.org/10.1109/ICASSP.2007.367106},
  doi          = {10.1109/ICASSP.2007.367106},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/CichockiZCPA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/ZdunekC07,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki},
  editor       = {Masumi Ishikawa and
                  Kenji Doya and
                  Hiroyuki Miyamoto and
                  Takeshi Yamakawa},
  title        = {Blind Image Separation Using Nonnegative Matrix Factorization with
                  Gibbs Smoothing},
  booktitle    = {Neural Information Processing, 14th International Conference, {ICONIP}
                  2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4985},
  pages        = {519--528},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-69162-4\_54},
  doi          = {10.1007/978-3-540-69162-4\_54},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/ZdunekC07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/CichockiJZA07,
  author       = {Andrzej Cichocki and
                  Marko Jankovic and
                  Rafal Zdunek and
                  Shun{-}ichi Amari},
  editor       = {Masumi Ishikawa and
                  Kenji Doya and
                  Hiroyuki Miyamoto and
                  Takeshi Yamakawa},
  title        = {Sparse Super Symmetric Tensor Factorization},
  booktitle    = {Neural Information Processing, 14th International Conference, {ICONIP}
                  2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4984},
  pages        = {781--790},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-69158-7\_81},
  doi          = {10.1007/978-3-540-69158-7\_81},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/CichockiJZA07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/CichockiPZZ07,
  author       = {Andrzej Cichocki and
                  Anh Huy Phan and
                  Rafal Zdunek and
                  Liqing Zhang},
  editor       = {Masumi Ishikawa and
                  Kenji Doya and
                  Hiroyuki Miyamoto and
                  Takeshi Yamakawa},
  title        = {Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding
                  or Representation},
  booktitle    = {Neural Information Processing, 14th International Conference, {ICONIP}
                  2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
                  Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4984},
  pages        = {811--820},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-69158-7\_84},
  doi          = {10.1007/978-3-540-69158-7\_84},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iconip/CichockiPZZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isnn/CichockiZ07,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek},
  editor       = {Derong Liu and
                  Shumin Fei and
                  Zeng{-}Guang Hou and
                  Huaguang Zhang and
                  Changyin Sun},
  title        = {Regularized Alternating Least Squares Algorithms for Non-negative
                  Matrix/Tensor Factorization},
  booktitle    = {Advances in Neural Networks - {ISNN} 2007, 4th International Symposium
                  on Neural Networks, {ISNN} 2007, Nanjing, China, June 3-7, 2007, Proceedings,
                  Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {4493},
  pages        = {793--802},
  publisher    = {Springer},
  year         = {2007},
  url          = {https://doi.org/10.1007/978-3-540-72395-0\_97},
  doi          = {10.1007/978-3-540-72395-0\_97},
  timestamp    = {Tue, 14 May 2019 10:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/isnn/CichockiZ07.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ica/CichockiZA06,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek and
                  Shun{-}ichi Amari},
  editor       = {Justinian P. Rosca and
                  Deniz Erdogmus and
                  Jos{\'{e}} Carlos Pr{\'{\i}}ncipe and
                  Simon Haykin},
  title        = {Csisz{\'{a}}r's Divergences for Non-negative Matrix Factorization:
                  Family of New Algorithms},
  booktitle    = {Independent Component Analysis and Blind Signal Separation, 6th International
                  Conference, {ICA} 2006, Charleston, SC, USA, March 5-8, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {3889},
  pages        = {32--39},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11679363\_5},
  doi          = {10.1007/11679363\_5},
  timestamp    = {Wed, 03 Mar 2021 09:19:59 +0100},
  biburl       = {https://dblp.org/rec/conf/ica/CichockiZA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/CichockiAZKHH06,
  author       = {Andrzej Cichocki and
                  Shun{-}ichi Amari and
                  Rafal Zdunek and
                  Raul Kompass and
                  Gen Hori and
                  Zhaoshui He},
  editor       = {Leszek Rutkowski and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Extended {SMART} Algorithms for Non-negative Matrix Factorization},
  booktitle    = {Artificial Intelligence and Soft Computing - {ICAISC} 2006, 8th International
                  Conference, Zakopane, Poland, June 25-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4029},
  pages        = {548--562},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11785231\_58},
  doi          = {10.1007/11785231\_58},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/CichockiAZKHH06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaisc/ZdunekC06,
  author       = {Rafal Zdunek and
                  Andrzej Cichocki},
  editor       = {Leszek Rutkowski and
                  Ryszard Tadeusiewicz and
                  Lotfi A. Zadeh and
                  Jacek M. Zurada},
  title        = {Non-negative Matrix Factorization with Quasi-Newton Optimization},
  booktitle    = {Artificial Intelligence and Soft Computing - {ICAISC} 2006, 8th International
                  Conference, Zakopane, Poland, June 25-29, 2006, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {4029},
  pages        = {870--879},
  publisher    = {Springer},
  year         = {2006},
  url          = {https://doi.org/10.1007/11785231\_91},
  doi          = {10.1007/11785231\_91},
  timestamp    = {Sun, 02 Jun 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icaisc/ZdunekC06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/CichockiZA06,
  author       = {Andrzej Cichocki and
                  Rafal Zdunek and
                  Shun{-}ichi Amari},
  title        = {New Algorithms for Non-Negative Matrix Factorization in Applications
                  to Blind Source Separation},
  booktitle    = {2006 {IEEE} International Conference on Acoustics Speech and Signal
                  Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
  pages        = {621--624},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/ICASSP.2006.1661352},
  doi          = {10.1109/ICASSP.2006.1661352},
  timestamp    = {Mon, 22 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icassp/CichockiZA06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/ZdunekN06,
  author       = {Rafal Zdunek and
                  Maciej J. Nawrocki},
  title        = {Improved Modeling of Highly Loaded {UMTS} Network with Nonnegative
                  Constraints},
  booktitle    = {Proceedings of the {IEEE} 17th International Symposium on Personal,
                  Indoor and Mobile Radio Communications, {PIMRC} 2006, 11-14 September
                  2006, Helsiniki, Finland},
  pages        = {1--5},
  publisher    = {{IEEE}},
  year         = {2006},
  url          = {https://doi.org/10.1109/PIMRC.2006.254261},
  doi          = {10.1109/PIMRC.2006.254261},
  timestamp    = {Mon, 05 Jun 2017 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/pimrc/ZdunekN06.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/endm/ZdunekP05,
  author       = {Rafal Zdunek and
                  Andrzej Pralat},
  title        = {Detection of Subsurface Bubbles with Discrete Electromagnetic Geotomography},
  journal      = {Electron. Notes Discret. Math.},
  volume       = {20},
  pages        = {535--553},
  year         = {2005},
  url          = {https://doi.org/10.1016/j.endm.2005.05.084},
  doi          = {10.1016/J.ENDM.2005.05.084},
  timestamp    = {Thu, 20 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/endm/ZdunekP05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pimrc/ZdunekNDA05,
  author       = {Rafal Zdunek and
                  Maciej J. Nawrocki and
                  Mischa Dohler and
                  Hamid Aghvami},
  title        = {Application of linear solvers to {UMTS} network optimization without
                  and with smart antennas},
  booktitle    = {Proceedings of the {IEEE} 16th International Symposium on Personal,
                  Indoor and Mobile Radio Communications, Berlin, Germany, September
                  11-14, 2005},
  pages        = {2322--2326},
  publisher    = {{IEEE}},
  year         = {2005},
  url          = {https://doi.org/10.1109/PIMRC.2005.1651858},
  doi          = {10.1109/PIMRC.2005.1651858},
  timestamp    = {Wed, 16 Oct 2019 14:14:50 +0200},
  biburl       = {https://dblp.org/rec/conf/pimrc/ZdunekNDA05.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcs/PopaZ04,
  author       = {Constantin Popa and
                  Rafal Zdunek},
  title        = {Kaczmarz extended algorithm for tomographic image reconstruction from
                  limited-data},
  journal      = {Math. Comput. Simul.},
  volume       = {65},
  number       = {6},
  pages        = {579--598},
  year         = {2004},
  url          = {https://doi.org/10.1016/j.matcom.2004.01.021},
  doi          = {10.1016/J.MATCOM.2004.01.021},
  timestamp    = {Wed, 04 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mcs/PopaZ04.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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