SELECTED

System Identification

2017

  1. W. GREBLICKI, M. Pawlak, "Hammerstein system identification with the nearest neighbor algorithm", IEEE Transactions on Information Theory, Vol. 63, No. 8, 4746-4757, August 2017. IEEEXplore BibTex

2010

  1. W. GREBLICKI, "Nonparametric input density-free estimation of the nonlinearity in Wiener systems", IEEE Transactions on Information Theory, Vol. 56, No. 7, 3575-3580, July 2010. IEEEXplore BibTex

2009

  1. W. GREBLICKI, "Input nonlinearity recovering in a class of systems", IEEE Transactions on Automatic Control, Vol. 54, No. 7, 1714-1717, July 2009. IEEEXplore BibTex

2006

  1. W. GREBLICKI, "Continuous-time Hammerstein system identification from sampled data", IEEE Transactions on Automatic Control, Vol. 51, No. 7, 1195-1200, July 2006. IEEEXplore BibTex

2005

  1. W. GREBLICKI, M. Pawlak, "Discussion on "Subspace-based identification algorithms for Hammerstein and Wiener models"", European Journal of Control, Vol. 11, No. 2, 145-148, 2005. ScienceDirect BibTex

2004

  1. W. GREBLICKI, "Nonlinearity recovering in Wiener system driven with correlated signal", IEEE Transactions on Automatic Control, Vol. 49, No. 10, 1805-1810, October 2004. IEEEXplore BibTex
  2. W. GREBLICKI, "Hammerstein system identification with stochastic approximation", International Journal of Modelling and Simulation, Vol. 24, No. 3, 131-138, 2004. ACTAPress Taylor&Francis BibTex

2002

  1. W. GREBLICKI, "Recursive identification of continuous-time Hammerstein systems", International Journal of Systems Science, Vol. 33, No. 12, 969-977, 2002. Taylor&Francis BibTex
  2. W. GREBLICKI, "Stochastic approximation in nonparametric identification of Hammerstein systems", IEEE Transactions on Automatic Control, Vol. 47, No. 11, 1800-1810, November 2002. IEEEXplore BibTex

2001

  1. W. GREBLICKI, "Recursive identification of Wiener systems", International Journal of Applied Mathematics and Computer Science, Vol. 11, No. 4, 977-991, October 2001. AMCS BibTex

2000

  1. W. GREBLICKI, "Continuous-time Hammerstein system identification", IEEE Transactions on Automatic Control, Vol. 45, No. 6, 1232-1236, June 2000. IEEEXplore BibTex

1999

  1. W. GREBLICKI, "Recursive identification of continuous-time Wiener systems", International Journal of Control, Vol. 72, No. 11, 981-989, 1999. Taylor&Francis BibTex

1998

  1. W. GREBLICKI, "Continuous-time Wiener system identification", IEEE Transactions on Automatic Control, Vol. 43, No. 10, 1488-1493, October 1998. IEEEXplore BibTex

1997

  1. W. GREBLICKI, "Nonparametric approach to Wiener system identification", IEEE Transactions on Circuits and Systems - I: Fundamental Theory and Applications, Vol. 44, No. 6, 538-545, June 1997. IEEEXplore BibTex

1996

  1. W. GREBLICKI, "Nonlinearity estimation in Hammerstein systems based on ordered observations", IEEE Transactions on Signal Processing, Vol. 44, No. 5, 1224-1233, May 1996. IEEEXplore BibTex

1994

  1. W. GREBLICKI, M. Pawlak, "Nonparametric recovering nonlinearities in block-oriented systems with the help of Laguerre polynomials", Control - Theory and Advanced Technology, Vol. 10, No. 4, Part A, 771-791, 1994. BibTex
  2. W. GREBLICKI, "Nonparametric identification of Wiener systems by orthogonal series", IEEE Transactions on Automatic Control, Vol. 39, No. 10, 2077-2086, October 1994. IEEEXplore BibTex
  3. W. GREBLICKI, M. Pawlak, "Dynamic system identification with order statistics", IEEE Transactions on Information Theory, Vol. 40, No. 5, 1474-1489, September 1994. IEEEXplore BibTex
  4. W. GREBLICKI, M. Pawlak, "Cascade non-linear identification by a non-parametric method", International Journal of Systems Science, Vol. 25, No. 1, 129-153, 1994. Taylor&Francis BibTex

1992

  1. W. GREBLICKI, "Nonparametric identification of Wiener systems", IEEE Transactions on Information Theory, Vol. 38, No. 5, 1487-1493, September 1992. IEEEXplore BibTex
  2. W. GREBLICKI, M. Pawlak, "Nonparametric identification of a particular nonlinear time series system", IEEE Transactions on Signal Processing, Vol. 40, No. 4, 985-989, April 1992. IEEEXplore BibTex

1991

  1. W. GREBLICKI, M. Pawlak, "Nonparametric identification of a cascade nonlinear time series system", Signal Processing, Vol. 22, No. 1, 61-75, January 1991. ScienceDirect BibTex

1989

  1. W. GREBLICKI, "Non-parametric orthogonal series identification of Hammerstein systems", International Journal of Systems Science, Vol. 20, No. 12, 2355-2367, 1989. Taylor&Francis BibTex
  2. W. GREBLICKI, M. Pawlak, "Recursive nonparametric identification of Hammerstein systems", Journal of the Franklin Institute, Vol. 326, No. 4, 461-481, 1989. ScienceDirect BibTex
  3. W. GREBLICKI, M. Pawlak, "Nonparametric identification of Hammerstein systems", IEEE Transactions on Information Theory, Vol. IT-35, No. 2, 409-418, May 1989. IEEEXplore BibTex

1987

  1. W. GREBLICKI, M. Pawlak, "Hammerstein system identification by non-parametric regression estimation", International Journal of Control, Vol. 45, No. 1, 343-354, 1987. Taylor&Francis BibTex

1986

  1. W. GREBLICKI, M. Pawlak, "Identification of discrete Hammerstein systems using kernel regression estimates", IEEE Transactions on Automatic Control, Vol. AC-31, No. 1, 74-77, January 1986. IEEEXplore BibTex

1979

  1. W. GREBLICKI, A. Krzyżak, "Non-parametric identification of a memoryless system with a cascade structure", International Journal of Systems Science, Vol. 10, No. 11, 1301-1310, 1979. Taylor&Francis BibTex
  2. W. GREBLICKI, "Nonparametric identification by orthogonal series", Problems of Control and Information Theory, Vol. 8, No. 1, 67-73, 1979. ADT BibTex
Classification. Discrimination

1987

  1. W. GREBLICKI, M. Pawlak, "Necessary and sufficient conditions for Bayes risk consistency of a recursive kernel classification rule", IEEE Transactions on Information Theory, Vol. IT-33, No. 3, 408-412, May 1987. IEEEXplore BibTex

1983

  1. W. GREBLICKI, M. Pawlak, "Almost sure convergence of classification procedures using Hermite series density estimates", Pattern Recognition Letters, Vol. 2, No. 1, 13-17, October 1983. ScienceDirect BibTex

1982

  1. W. GREBLICKI, M. Pawlak, "A classification procedure using the multiple Fourier series", Information Sciences, Vol. 26, No. 2, 115-126, March 1982. ScienceDirect BibTex

1981

  1. W. GREBLICKI, M. Pawlak, "Classification using the Fourier series estimate of multivariate density functions", IEEE Transactions on Systems, Man, and Cybernetics, Vol. 11, No. 10, 726-730, October 1981. IEEEXplore BibTex
  2. W. GREBLICKI, "Asymptotic efficiency of classifying procedures using the Hermite series estimate of multivariate probability densities", IEEE Transactions on Information Theory, Vol. 27, No. 3, 364-366, May 1981. IEEEXplore BibTex
  3. W. GREBLICKI, L. Rutkowski, "Density-free Bayes risk consistency of nonparametric pattern recognition procedures", Proceedings of the IEEE, Vol. 69, No. 4, 482-483, April 1981. IEEEXplore BibTex

1980

  1. W. GREBLICKI, "Learning to recognize patterns with a probabilistic teacher", Pattern Recognition, Vol. 12, No. 3, 159-164, 1980. ScienceDirect BibTex

1978

  1. W. GREBLICKI, "Pattern recognition procedures with nonparametric density estimates", IEEE Transactions on Systems, Man, and Cybernetics, Vol. SMC-8, No. 11, 809-812, November 1978. IEEEXplore BibTex
  2. W. GREBLICKI, "Asymptotically optimal pattern recognition procedures with nonparametric density estimates", IEEE Transactions on Information Theory, Vol. IT-24, No. 2, 250-251, March 1978. IEEEXplore BibTex
Mathematical Statistics

1987

  1. W. GREBLICKI, M. Pawlak, "Necessary and sufficient consistency conditions for a recursive kernel regression estimate", Journal of Multivariate Analysis, Vol. 23, No. 1, 67-76, October 1987. ScienceDirect BibTex

1986

  1. A. Georgiev, W. GREBLICKI, "Nonparametric function recovering from noisy observations", Journal of Statistical Planning and Inference, Vol. 13, 1-14, 1986. ScienceDirect BibTex

1985

  1. W. GREBLICKI, M. Pawlak, "Discussion of "Some aspects of the spline smoothing approach to nonparametric regression curve fitting" by B.W. Silverman", Journal of the Royal Statistical Society, Series B - Statistical Methodology, Vol. 47, 36-37, 1985. JSTOR
  2. W. GREBLICKI, M. Pawlak, "Fourier and Hermite series estimates of regression functions", Annals of the Institute of Statistical Mathematics, Vol. 37, No. 3, Part A, 443-454, December 1985. AISM SpringerLink BibTex
  3. W. GREBLICKI, M. Pawlak, "Pointwise consistency of the Hermite series density estimate", Statistics and Probability Letters, Vol. 3, No. 2, 65-69, April 1985. ScienceDirect BibTex

1984

  1. W. GREBLICKI, A. Krzyżak, M. Pawlak, "Distribution-free pointwise consistency of kernel regression estimate", Annals of Statistics, Vol. 12, No. 4, 1570-1575, 1984. ProjectEuclid JSTOR BibTex
  2. W. GREBLICKI, M. Pawlak, "Hermite series estimate of a probability density and its derivatives", Journal of Multivariate Analysis, Vol. 15, No. 2, 174-182, October 1984. ScienceDirect BibTex

1983

  1. W. GREBLICKI, D. Rutkowska, L. Rutkowski, "An orthogonal series estimate of time-varying regression", Annals of the Institute of Statistical Mathematics, Vol. 35, No. 2, Part A, 215-228, December 1983. SpringerLink BibTex

1980

  1. W. GREBLICKI, A. Krzyżak, "Asymptotic properties of kernel estimates of a regression function", Journal of Statistical Planning and Inference, Vol. 4, No. 1, 81-90, 1980. ScienceDirect BibTex