Rafal Zdunek

Rafal Zdunek: Trust-Region Algorithm for Nonnegative Matrix Factorization with Alpha- and Beta-divergences. DAGM/OAGM Symposium 2012: 226-235

Rafal Zdunek, Zhaoshui He: Nesterov's Iterations for NMF-Based Supervised Classification of Texture Patterns. LVA/ICA 2012: 478-485

Rafal Zdunek: Initialization of Nonnegative Matrix Factorization with Vertices of Convex Polytope. ICAISC (1) 2012: 448-455

Rafal Zdunek: Spectral Signal Unmixing with Interior-Point Nonnegative Matrix Factorization. ICANN (1) 2012: 65-72

Rafal Zdunek: Approximation of Feature Vectors in Nonnegative Matrix Factorization with Gaussian Radial Basis Functions. ICONIP (1) 2012: 616-623

Zhaoshui He, Shengli Xie, Rafal Zdunek, Guoxu Zhou, Andrzej Cichocki: Symmetric Nonnegative Matrix Factorization: Algorithms and Applications to Probabilistic Clustering. IEEE Transactions on Neural Networks 22(12): 2117-2131 (2011)

Rafal Zdunek: Uni-orthogonal Nonnegative Tucker Decomposition for Supervised Image Classification. ICIAP (1) 2011: 88-97

Rafal Zdunek: Regularized Active Set Least Squares Algorithm for Nonnegative Matrix Factorization in Application to Raman Spectra Separation. IWANN (2) 2011: 492-499

Rafal Zdunek: Convolutive Nonnegative Matrix Factorization with Markov Random Field Smoothing for Blind Unmixing of Multichannel Speech Recordings. NOLISP 2011: 25-32

Rafal Zdunek, Andrzej Cichocki: Sequential Coordinate-Wise DNMF for Face Recognition. ICAISC (1) 2010: 563-570

Rafal Zdunek, Tomasz Ignor: UMTS Base Station Location Planning with Invasive Weed Optimization. ICAISC (2) 2010: 698-705

Anh Huy Phan, Andrzej Cichocki, Rafal Zdunek, Thanh Vu Dinh: Novel Alternating Least Squares Algorithm for Nonnegative Matrix and Tensor Factorizations. ICONIP (1) 2010: 262-269

Andrzej Cichocki, Rafal Zdunek, Anh Huy Phan, Shun-ichi Amari: Nonnegative Matrix and Tensor Factorizations - Applications to Exploratory Multi-way Data Analysis and Blind Source Separation. Wiley 2009, isbn 978-0-470-74666-0

Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Shengli Xie: Improved FOCUSS Method With Conjugate Gradient Iterations. IEEE Transactions on Signal Processing 57(1): 399-404 (2009)

Rafal Zdunek, Andrzej Cichocki: Nonnegative matrix factorization with quadratic programming. Neurocomputing 71(10-12): 2309-2320 (2008)

Rafal Zdunek: On image reconstruction algorithms for binary electromagnetic geotomography. Theor. Comput. Sci. 406(1-2): 160-170 (2008)

Rafal Zdunek, Andrzej Cichocki: Improved M-FOCUSS Algorithm With Overlapping Blocks for Locally Smooth Sparse Signals. IEEE Transactions on Signal Processing 56(10-1): 4752-4761 (2008)

Rafal Zdunek: Data Clustering with Semi-binary Nonnegative Matrix Factorization. ICAISC 2008: 705-716

Rafal Zdunek, Tomasz M. Rutkowski: Nonnegative Tensor Factorization with Smoothness Constraints. ICIC (1) 2008: 300-307

Rafal Zdunek, Zhaoshui He, Andrzej Cichocki: Tomographic image reconstruction from limited-view projections with Wiener filtered focuss algorithm. ISBI 2008: 768-771

Zhaoshui He, Andrzej Cichocki, Rafal Zdunek, Jianting Cao: CG-M-FOCUSS and Its Application to Distributed Compressed Sensing. ISNN (1) 2008: 237-245

Andrzej Cichocki, Rafal Zdunek: Multilayer Nonnegative Matrix Factorization Using Projected Gradient Approaches. Int. J. Neural Syst. 17(6): 431-446 (2007)

Rafal Zdunek, Andrzej Cichocki: Nonnegative matrix factorization with constrained second-order optimization. Signal Processing 87(8): 1904-1916 (2007)

Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Hierarchical ALS Algorithms for Nonnegative Matrix and 3D Tensor Factorization. ICA 2007: 169-176

Andrzej Cichocki, Rafal Zdunek, Seungjin Choi, Robert J. Plemmons, Shun-ichi Amari: Novel Multi-layer Non-negative Tensor Factorization with Sparsity Constraints. ICANNGA (2) 2007: 271-280

Rafal Zdunek, Andrzej Cichocki: Blind Image Separation Using Nonnegative Matrix Factorization with Gibbs Smoothing. ICONIP (2) 2007: 519-528

Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari: Sparse Super Symmetric Tensor Factorization. ICONIP (1) 2007: 781-790

Andrzej Cichocki, Anh Huy Phan, Rafal Zdunek, Liqing Zhang: Flexible Component Analysis for Sparse, Smooth, Nonnegative Coding or Representation. ICONIP (1) 2007: 811-820

Andrzej Cichocki, Rafal Zdunek: Regularized Alternating Least Squares Algorithms for Non-negative Matrix/Tensor Factorization. ISNN (3) 2007: 793-802

Andrzej Cichocki, Rafal Zdunek, Shun-ichi Amari: Csiszár's Divergences for Non-negative Matrix Factorization: Family of New Algorithms. ICA 2006: 32-39

Andrzej Cichocki, Shun-ichi Amari, Rafal Zdunek, Raul Kompass, Gen Hori, Zhaoshui He: Extended SMART Algorithms for Non-negative Matrix Factorization . ICAISC 2006: 548-562

Rafal Zdunek, Andrzej Cichocki: Non-negative Matrix Factorization with Quasi-Newton Optimization. ICAISC 2006: 870-879

Rafal Zdunek, Maciej J. Nawrocki: Improved Modeling of Highly Loaded UMTS Network with Nonnegative Constraints. PIMRC 2006: 1-5

Rafal Zdunek, Andrzej Pralat: Detection of Subsurface Bubbles with Discrete Electromagnetic Geotomography. Electronic Notes in Discrete Mathematics 20: 535-553 (2005)

Constantin Popa, Rafal Zdunek: Kaczmarz extended algorithm for tomographic image reconstruction from limited-data. Mathematics and Computers in Simulation 65(6): 579-598 (2004)