Krzysztof Fonal

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 15

Top Topics

Nonnegative Matrix Factorization

Subspace Analysis

Feature Extraction

Signal Analysis

Top Venues

IEEE Signal Process. Lett.

Publications

Rafal Zdunek, Krzysztof Fonal
Incremental Nonnegative Tucker Decomposition with Block-Coordinate Descent and Recursive Approaches. Symmetry 14 (1) (2022)
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 (2021)
Rafal Zdunek, Krzysztof Fonal
Trust-Region Strategy with Cauchy Point for Nonnegative Tensor Factorization with Beta-Divergence. KES-IDT (2020)
Rafal Zdunek, Krzysztof Fonal, Tomasz Sadowski
Image Completion with Filtered Low-Rank Tensor Train Approximations. IWANN (2) (2019)
Rafal Zdunek, Krzysztof Fonal, Andrzej Wolczowski
Linked CP tensor decomposition algorithms for shared and individual feature extraction. Signal Process. Image Commun. 73 (2019)
Krzysztof Fonal, Rafal Zdunek
Fast Recursive Nonnegative Standard and Hierarchical Tucker Decomposition. IEEE Signal Process. Lett. 26 (9) (2019)
Krzysztof Fonal, Rafal Zdunek
Distributed and Randomized Tensor Train Decomposition for Feature Extraction. IJCNN (2019)
Rafal Zdunek, Krzysztof Fonal
Nonnegatively Constrained Tensor Network for Classification Problems. ICUFN (2019)
Krzysztof Fonal, Rafal Zdunek
Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark. ICAISC (2) (2018)
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)
Rafal Zdunek, Krzysztof Fonal
Randomized Nonnegative Tensor Factorization for Feature Extraction from High-dimensional Signals. IWSSIP (2018)
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 (2018)
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)
Rafal Zdunek, Krzysztof Fonal
Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce. ICA3PP (2017)
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)