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Krzysztof Fonal
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2020 – today
- 2022
- [j6]Rafal Zdunek, Krzysztof Fonal:
Incremental Nonnegative Tucker Decomposition with Block-Coordinate Descent and Recursive Approaches. Symmetry 14(1): 113 (2022) - 2021
- [j5]Krzysztof Fonal, Rafal Zdunek:
Fast hierarchical tucker decomposition with single-mode preservation and tensor subspace analysis for feature extraction from augmented multimodal data. Neurocomputing 445: 231-243 (2021) - 2020
- [c9]Rafal Zdunek, Krzysztof Fonal:
Trust-Region Strategy with Cauchy Point for Nonnegative Tensor Factorization with Beta-Divergence. KES-IDT 2020: 315-325
2010 – 2019
- 2019
- [j4]Rafal Zdunek, Krzysztof Fonal, Andrzej Wolczowski:
Linked CP tensor decomposition algorithms for shared and individual feature extraction. Signal Process. Image Commun. 73: 37-52 (2019) - [j3]Krzysztof Fonal, Rafal Zdunek:
Fast Recursive Nonnegative Standard and Hierarchical Tucker Decomposition. IEEE Signal Process. Lett. 26(9): 1265-1269 (2019) - [c8]Rafal Zdunek, Krzysztof Fonal:
Nonnegatively Constrained Tensor Network for Classification Problems. ICUFN 2019: 218-223 - [c7]Krzysztof Fonal, Rafal Zdunek:
Distributed and Randomized Tensor Train Decomposition for Feature Extraction. IJCNN 2019: 1-8 - [c6]Rafal Zdunek, Krzysztof Fonal, Tomasz Sadowski:
Image Completion with Filtered Low-Rank Tensor Train Approximations. IWANN (2) 2019: 235-245 - 2018
- [j2]Rafal Zdunek, Krzysztof Fonal:
Distributed geometric nonnegative matrix factorization and hierarchical alternating least squares-based nonnegative tensor factorization with the MapReduce paradigm. Concurr. Comput. Pract. Exp. 30(17) (2018) - [j1]Martin Tabakov, Krzysztof Fonal, Raed A. Abd-Alhameed, Rami Qahwaji:
Bionic Hand Control in Real-Time Based on Electromyography Signal Analysis. Trans. Comput. Collect. Intell. 29: 21-38 (2018) - [c5]Krzysztof Fonal, Rafal Zdunek:
Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark. ICAISC (2) 2018: 333-342 - [c4]Krzysztof Fonal, Rafal Zdunek, Andrzej Wolczowski:
Feature-Fusion HALS-based Algorithm for Linked CP Decomposition Model in Application to Joint EMG/MMG Signal Classification. ICPR 2018: 928-933 - [c3]Rafal Zdunek, Krzysztof Fonal:
Randomized Nonnegative Tensor Factorization for Feature Extraction from High-dimensional Signals. IWSSIP 2018: 1-5 - 2017
- [c2]Rafal Zdunek, Krzysztof Fonal:
Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce. ICA3PP 2017: 211-222 - 2016
- [c1]Martin Tabakov, Krzysztof Fonal, Raed A. Abd-Alhameed, Rami Qahwaji:
Fuzzy Bionic Hand Control in Real-Time Based on Electromyography Signal Analysis. ICCCI (1) 2016: 292-302
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