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BibTeX records: Rafal Zdunek
@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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