Rafal Zdunek

发表

XRAY Algorithm for Separable Nonnegative Tensor Factorization

Rafal Zdunek, Tomasz Sadowski, R. Zdunek, 2017, IWANN.

Image Completion with Filtered Low-Rank Tensor Train Approximations

Rafal Zdunek, Tomasz Sadowski, Krzysztof Fonal, 2019, IWANN.

Multigrid Regularized Image Reconstruction for Limited-Data Tomography

Rafal Zdunek, R. Zdunek, 2007 .

Kaczmarz extended algorithm for tomographic image reconstruction from limited-data

Rafal Zdunek, Constantin Popa, R. Zdunek, 2004, Math. Comput. Simul..

Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms

Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, 2006, ICA.

Smooth nonnegative matrix and tensor factorizations for robust multi-way data analysis

Yukihiko Yamashita, Andrzej Cichocki, Tatsuya Yokota, 2015, Signal Process..

CG-M-FOCUSS and Its Application to Distributed Compressed Sensing

Zhaoshui He, Andrzej Cichocki, Jianting Cao, 2008, ISNN.

Linked CP tensor decomposition algorithms for shared and individual feature extraction

Rafal Zdunek, Krzysztof Fonal, Andrzej Wolczowski, 2019, Signal Process. Image Commun..

Application of linear solvers to UMTS network optimization without and with smart antennas

Hamid Aghvami, Mischa Dohler, Rafal Zdunek, 2005, 2005 IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications.

Advances in Nonnegative Matrix and Tensor Factorization

Andrzej Cichocki, Paris Smaragdis, Morten Mørup, 2008, Comput. Intell. Neurosci..

Sparse Super Symmetric Tensor Factorization

Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, 2007, ICONIP.

On image reconstruction algorithms for binary electromagnetic geotomography

Rafal Zdunek, R. Zdunek, 2008, Theor. Comput. Sci..

Improved Modeling of Highly Loaded UMTS Network with Nonnegative Constraints

Rafal Zdunek, Maciej J. Nawrocki, 2006, 2006 IEEE 17th International Symposium on Personal, Indoor and Mobile Radio Communications.

Theoretical Models for UMTS Radio Networks

Mikio Iwamura, Mischa Dohler, Rafal Zdunek, 2006 .

GNMF with Newton-Based Methods

Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, 2013, ICANN.

Approximation of Feature Vectors in Nonnegative Matrix Factorization with Gaussian Radial Basis Functions

Rafal Zdunek, R. Zdunek, 2012, ICONIP.

Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm

Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro.

Alternating direction method for approximating smooth feature vectors in Nonnegative Matrix Factorization

Rafal Zdunek, R. Zdunek, 2014, 2014 IEEE International Workshop on Machine Learning for Signal Processing (MLSP).

Non-Negative Tensor Factorization using Alpha and Beta Divergences

Andrzej Cichocki, Shun-ichi Amari, Seungjin Choi, 2007, 2007 IEEE International Conference on Acoustics, Speech and Signal Processing - ICASSP '07.

Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization

Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, 2007, ICA.

Distributed Nonnegative Matrix Factorization with HALS Algorithm on Apache Spark

Rafal Zdunek, Krzysztof Fonal, 2018, ICAISC.

Modified HALS Algorithm for Image Completion and Recommendation System

Rafal Zdunek, Tomasz Sadowski, R. Zdunek, 2017, ISAT.

Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha- and Beta-divergences

Rafal Zdunek, 2012, DAGM/OAGM Symposium.

Sequential Coordinate-Wise DNMF for Face Recognition

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2010, ICAISC.

Distributed and Randomized Tensor Train Decomposition for Feature Extraction

Rafal Zdunek, Krzysztof Fonal, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Fast Nonnegative Matrix Factorization Algorithms Using Projected Gradient Approaches for Large-Scale Problems

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2008, Comput. Intell. Neurosci..

Extended SMART Algorithms for Non-negative Matrix Factorization

Zhaoshui He, Andrzej Cichocki, Shun-ichi Amari, 2006, ICAISC.

Regularized nonnegative matrix factorization: Geometrical interpretation and application to spectral unmixing

Rafal Zdunek, R. Zdunek, 2014, Int. J. Appl. Math. Comput. Sci..

Nonnegative Tensor Factorization with Smoothness Constraints

Tomasz M. Rutkowski, Rafal Zdunek, R. Zdunek, 2008, ICIC.

Initialization of Nonnegative Matrix Factorization with Vertices of Convex Polytope

Rafal Zdunek, 2012, ICAISC.

Regularized Active Set Least Squares Algorithm for Nonnegative Matrix Factorization in Application to Raman Spectra Separation

Rafal Zdunek, R. Zdunek, 2011, IWANN.

Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation

Liqing Zhang, Andrzej Cichocki, Anh Huy Phan, 2007, ICONIP.

Damped Newton Iterations for Nonnegative Matrix Factorization

Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, 2010, Aust. J. Intell. Inf. Process. Syst..

Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2007, ISNN.

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

Rafal Zdunek, Krzysztof Fonal, R. Zdunek, 2018, 2018 25th International Conference on Systems, Signals and Image Processing (IWSSIP).

B-Spline Smoothing of Feature Vectors in Nonnegative Matrix Factorization

Andrzej Cichocki, Tatsuya Yokota, Rafal Zdunek, 2014, ICAISC.

Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2007, Int. J. Neural Syst..

Segmented convex-hull algorithms for near-separable NMF and NTF

Rafal Zdunek, Tomasz Sadowski, R. Zdunek, 2019, Neurocomputing.

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

Rafal Zdunek, Krzysztof Fonal, Andrzej Wolczowski, 2018, 2018 24th International Conference on Pattern Recognition (ICPR).

Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints

Andrzej Cichocki, Shun-ichi Amari, Seungjin Choi, 2007, ICANNGA.

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

Rafal Zdunek, Krzysztof Fonal, R. Zdunek, 2020, KES-IDT.

Row-Action Projections for Nonnegative Matrix Factorization

Rafal Zdunek, R. Zdunek, 2014, ICANN.

Improved Convolutive and Under-Determined Blind Audio Source Separation with MRF Smoothing

Rafal Zdunek, R. Zdunek, 2012, Cognitive Computation.

Image Completion with Smooth Nonnegative Matrix Factorization

Rafal Zdunek, Tomasz Sadowski, R. Zdunek, 2018, ICAISC.

Uni-orthogonal Nonnegative Tucker Decomposition for Supervised Image Classification

Rafal Zdunek, 2011, ICIAP.

Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering

Zhaoshui He, Andrzej Cichocki, Shengli Xie, 2011, IEEE Transactions on Neural Networks.

Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2008, IEEE Transactions on Signal Processing.

Nonnegative matrix factorization with quadratic programming

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2008, Neurocomputing.

Convolutive Nonnegative Matrix Factorization with Markov Random Field Smoothing for Blind Unmixing of Multichannel Speech Recordings

Rafal Zdunek, R. Zdunek, 2011, NOLISP.

Image Completion with Nonnegative Matrix Factorization Under Separability Assumption

Rafal Zdunek, Tomasz Sadowski, R. Zdunek, 2018, LVA/ICA.

Non-negative Matrix Factorization with Quasi-Newton Optimization

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2006, ICAISC.

New Algorithms for Non-Negative Matrix Factorization in Applications to Blind Source Separation

Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Spectral Signal Unmixing with Interior-Point Nonnegative Matrix Factorization

Rafal Zdunek, R. Zdunek, 2012, ICANN.

Nonnegative matrix factorization with constrained second-order optimization

Andrzej Cichocki, Rafal Zdunek, A. Cichocki, 2007, Signal Process..

Automatic tuning of hyperparameters for NMF-based face recognition system

Szymon Drgas, Rafal Zdunek, R. Zdunek, 2016, 2016 Signal Processing: Algorithms, Architectures, Arrangements, and Applications (SPA).

Nesterov's Iterations for NMF-Based Supervised Classification of Texture Patterns

Zhaoshui He, Rafal Zdunek, R. Zdunek, 2012, LVA/ICA.

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

Rafal Zdunek, Krzysztof Fonal, 2018, Concurr. Comput. Pract. Exp..

Distributed Nonnegative Matrix Factorization with HALS Algorithm on MapReduce

Rafal Zdunek, Krzysztof Fonal, R. Zdunek, 2017, ICA3PP.

Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations

Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, 2010, ICONIP.

Convex Nonnegative Matrix Factorization with Rank-1 Update for Clustering

Rafal Zdunek, R. Zdunek, 2015, ICAISC.

UMTS Base Station Location Planning with Invasive Weed Optimization

Rafal Zdunek, Tomasz Ignor, 2010, ICAISC.

Regularized NNLS Algorithms for Nonnegative Matrix Factorization with Application to Text Document Clustering

Rafal Zdunek, R. Zdunek, 2011, Computer Recognition Systems 4.

Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing

Andrzej Cichocki, Rafal Zdunek, 2007, ICONIP.

Extraction of Dynamic Nonnegative Features from Multidimensional Nonstationary Signals

Rafal Zdunek, Michalina Kotyla, R. Zdunek, 2016, DMBD.

Data Clustering with Semi-binary Nonnegative Matrix Factorization

Rafal Zdunek, R. Zdunek, 2006, ICAISC.

Improved FOCUSS Method With Conjugate Gradient Iterations

Zhaoshui He, Andrzej Cichocki, Shengli Xie, 2009, IEEE Transactions on Signal Processing.

From basis components to complex structural patterns

Andrzej Cichocki, Anh Huy Phan, Petr Tichavský, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Detection of Subsurface Bubbles with Discrete Electromagnetic Geotomography

Rafal Zdunek, Andrzej Pralat, 2005, Electron. Notes Discret. Math..

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

Rafal Zdunek, Krzysztof Fonal, 2021, Neurocomputing.

Image completion with approximate convex hull tensor decomposition

Rafal Zdunek, Tomasz Sadowski, R. Zdunek, 2021, Signal Process. Image Commun..

Electromyography and mechanomyography signal recognition: Experimental analysis using multi-way array decomposition methods

Rafal Zdunek, R. Zdunek, Andrzej Wołczowski, 2017 .