Publikacje - dr hab. inż. Rafał Zdunek, prof. uczelni


  • , Zdunek R., Fonal K., „Distributed geometric nonnegative matrix factorization and hierarchical alternating least squares–based nonnegative tensor factorization with theMapReduce paradigm”, Concurrency and Computation: Practice and Experience, DOI: 10.1002/cpe.4473 (in press) (2018)
  • , Wołczowski A., Zdunek R., „Electromyography and mechanomyography signal recognition: Experimental analysis using multi-way array decomposition methods”, Biocybernetics and Biomedical Engineering, Vol. 36(1), pp. 103-113 (2017)
  • , Zdunek R., Nowak M., Pliński E., „Statistical classification of soft solder alloys by laser-induced breakdown spectroscopy: review of methods”, Journal of the European Optical Society, Rapid Publications, Vol. 11, pp. 16006-1 -16006-20 (2016)
  • , Wojcik M. R., Zdunek R., Antonczak A., „Unsupervised verification of laser-induced breakdown spectroscopy dataset clustering”, Spectrochimica Acta. Part B, Atomic Spectroscopy, Vol. 126, pp. 84-92 (2016)
  • , Yokota T,, Zdunek R,, Cichocki A, Yamashita Y., „Smooth Nonnegative Matrix and Tensor Factorizations for Robust Multi-way Data Analysis”, Signal Processing, Vol. 113, pp. 234-249 (2015)
  • , Zdunek R., „Regularized Nonnegative Matrix Factorization: Geometrical Interpretation and Application to Spectral Unmixing”, Applied Mathematics and Computer Science, Vol. 24(2), pp. 233-247 (2014)
  • , Zdunek R., „Improved Convolutive and Under-determined Blind Audio Source Separation with MRF Smoothing”, Cognitive Computation, Vol. 5(4), pp. 493-503 (2013)
  • , Cichocki A., Zdunek R., Amari S-I., Hori G., Umeno K., „Signal Separating Device, Signal Separating Method, Information Recording Medium, and Program”, US Patent., October 9, 2012, No. 8 285 773 B2 (2012)
  • , He Z., Xie S., Zdunek R., Zhou G., Cichocki A., „Symmetric Nonnegative Matrix Factorization (SNMF): Algorithms and Application to Probabilistic Clustering”, IEEE Transactions on Neural Networks, Vol. 22(12), pp. 2117-2131 (2011)