Krzysztof Fonal

According to our database, Krzysztof Fonal authored at least 15 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Incremental Nonnegative Tucker Decomposition with Block-Coordinate Descent and Recursive Approaches.

Rafal Zdunek, Krzysztof Fonal

Symmetry, 2022

2021

Fast hierarchical tucker decomposition with single-mode preservation and tensor subspace analysis for feature extraction from augmented multimodal data.

Krzysztof Fonal, Rafal Zdunek

Neurocomputing, 2021

2020

Trust-Region Strategy with Cauchy Point for Nonnegative Tensor Factorization with Beta-Divergence.

Rafal Zdunek, Krzysztof Fonal

Proceedings of the Intelligent Decision Technologies, 2020

2019

Fast Recursive Nonnegative Standard and Hierarchical Tucker Decomposition.

Krzysztof Fonal, Rafal Zdunek

IEEE Signal Process. Lett., 2019

Linked CP tensor decomposition algorithms for shared and individual feature extraction.

Rafal Zdunek, Krzysztof Fonal, Andrzej Wolczowski

Signal Process. Image Commun., 2019

Image Completion with Filtered Low-Rank Tensor Train Approximations.

Rafal Zdunek, Krzysztof Fonal, Tomasz Sadowski

Proceedings of the Advances in Computational Intelligence, 2019

Distributed and Randomized Tensor Train Decomposition for Feature Extraction.

Krzysztof Fonal, Rafal Zdunek

Proceedings of the International Joint Conference on Neural Networks, 2019

Nonnegatively Constrained Tensor Network for Classification Problems.

Rafal Zdunek, Krzysztof Fonal

Proceedings of the Eleventh International Conference on Ubiquitous and Future Networks, 2019

2018

Bionic Hand Control in Real-Time Based on Electromyography Signal Analysis.

Martin Tabakov, Krzysztof Fonal, Raed A. Abd-Alhameed, Rami Qahwaji

Trans. Comput. Collect. Intell., 2018

Distributed geometric nonnegative matrix factorization and hierarchical alternating least squares-based nonnegative tensor factorization with the MapReduce paradigm.

Rafal Zdunek, Krzysztof Fonal

Concurr. Comput. Pract. Exp., 2018

Randomized Nonnegative Tensor Factorization for Feature Extraction from High-dimensional Signals.

Rafal Zdunek, Krzysztof Fonal

Proceedings of the 25th International Conference on Systems, Signals and Image Processing, 2018

Feature-Fusion HALS-based Algorithm for Linked CP Decomposition Model in Application to Joint EMG/MMG Signal Classification.

Krzysztof Fonal, Rafal Zdunek, Andrzej Wolczowski

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark.

Krzysztof Fonal, Rafal Zdunek

Proceedings of the Artificial Intelligence and Soft Computing, 2018

2017

Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce.

Rafal Zdunek, Krzysztof Fonal

Proceedings of the Algorithms and Architectures for Parallel Processing, 2017

2016

Fuzzy Bionic Hand Control in Real-Time Based on Electromyography Signal Analysis.

Martin Tabakov, Krzysztof Fonal, Raed A. Abd-Alhameed, Rami Qahwaji

Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016