Miroslaw Pawlak

Publication Activity (10 Years)

Years Active: 1982-2024
Publications (10 Years): 20

Top Topics

Spiking Neural Networks

Nearest Neighbor Algorithm

Supervised Training

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Marcin Gabryel, Eliza Kocic, Milan Kocic, Zofia Patora-Wysocka, Min Xiao, Miroslaw Pawlak
Accelerating User Profiling in E-Commerce Using Conditional GAN Networks for Synthetic Data Generation. J. Artif. Intell. Soft Comput. Res. 14 (4) (2024)
Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak
Iteration over event space in time-to-first-spike spiking neural networks for Twitter bot classification. CoRR (2024)
Miroslaw Pawlak, Mateusz Pabian, Dominik Rzepka
Asymptotically Optimal Nonparametric Classification Rules for Spike Train Data. ICASSP (2023)
Miroslaw Pawlak, Mateusz Pabian, Dominik Rzepka
Bayes Risk Consistency of Nonparametric Classification Rules for Spike Trains Data. CoRR (2023)
Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak
Supervised Training of Siamese Spiking Neural Networks with Earth's Mover Distance. CoRR (2022)
Maciej Ordowski, Miroslaw Pawlak, Dominik Rzepka, Marek Miskowicz
Signal Estimation from Level Crossings using Conditional Minimum Mean Square Error Predictor. EBCCSP (2022)
Miroslaw Pawlak, Jiaqing Lv
Nonparametric Testing for Hammerstein Systems. IEEE Trans. Autom. Control. 67 (9) (2022)
Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak
Supervised Training of Siamese Spiking Neural Networks with Earth Mover's Distance. ICASSP (2022)
Miroslaw Pawlak, Gurmukh Singh Panesar, Marcin Korytkowski
A Novel Method for Invariant Image Reconstruction. J. Artif. Intell. Soft Comput. Res. 11 (1) (2021)
Jiaqing Lv, Miroslaw Pawlak
Bandwidth Selection for Kernel Generalized Regression Neural Networks in Identification of Hammerstein Systems. J. Artif. Intell. Soft Comput. Res. 11 (3) (2021)
Miroslaw Pawlak, Ulrich Stadtmüller
Nonparametric Specification Testing for Signal Models. IEEE Trans. Inf. Theory 66 (10) (2020)
Weike Mo, Jiaqing Lv, Miroslaw Pawlak, Udaya D. Annakkage, Haoyong Chen
Power System Oscillation Mode Prediction Based on the Lasso Method. IEEE Access 8 (2020)
Wlodzimierz Greblicki, Miroslaw Pawlak
The Weighted Nearest Neighbor Estimate for Hammerstein System Identification. IEEE Trans. Autom. Control. 64 (4) (2019)
Miroslaw Pawlak, Jiaqing Lv
Analysis of Large Scale Power Systems via LASSO Learning Algorithms. ICAISC (1) (2019)
Dominik Rzepka, Miroslaw Pawlak, Dariusz Koscielnik, Marek Miskowicz
Bandwidth Estimation From Multiple Level-Crossings of Stochastic Signals. IEEE Trans. Signal Process. 65 (10) (2017)
Tomasz Galkowski, Miroslaw Pawlak
The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements. ICAISC (2) (2017)
Wlodzimierz Greblicki, Miroslaw Pawlak
Hammerstein System Identification With the Nearest Neighbor Algorithm. IEEE Trans. Inf. Theory 63 (8) (2017)
Maciej Jaworski, Piotr Duda, Leszek Rutkowski, Patryk Najgebauer, Miroslaw Pawlak
Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift. ICAISC (2) (2017)
Maciej Jaworski, Leszek Rutkowski, Miroslaw Pawlak
Hybrid Splitting Criterion in Decision Trees for Data Stream Mining. ICAISC (2) (2016)
Tomasz Galkowski, Miroslaw Pawlak
Nonparametric Estimation of Edge Values of Regression Functions. ICAISC (2) (2016)
Tomasz Galkowski, Miroslaw Pawlak
Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions. ICAISC (1) (2015)
Tomasz Galkowski, Miroslaw Pawlak
Nonparametric Function Fitting in the Presence of Nonstationary Noise. ICAISC (1) (2014)
Tomasz Galkowski, Miroslaw Pawlak
Nonparametric Extension of Regression Functions Outside Domain. ICAISC (1) (2014)
Miroslaw Pawlak
Statistical Assessment of Signal and Image Symmetries. ICAISC (1) (2014)
Miroslaw Pawlak, Ansgar Steland
Nonparametric Sequential Signal Change Detection Under Dependent Noise. IEEE Trans. Inf. Theory 59 (6) (2013)
Jiaqing Lv, Miroslaw Pawlak
Identification of MISO nonlinear systems via the semiparametric approach. ICASSP (2011)
Ewaryst Rafajlowicz, Miroslaw Pawlak, Ansgar Steland
Nonparametric sequential change-point detection by a vertically trimmed box method. IEEE Trans. Inf. Theory 56 (7) (2010)
Miroslaw Pawlak, Pradeepa Yahampath
On construction and simulation of autoregressive sources with near-laplace marginals. IEEE Trans. Signal Process. 58 (11) (2010)
Nicolai Bissantz, Hajo Holzmann, Miroslaw Pawlak
Testing for Image Symmetries - With Application to Confocal Microscopy. IEEE Trans. Inf. Theory 55 (4) (2009)
Ewaryst Rafajlowicz, Miroslaw Pawlak, Ansgar Steland
Nonlinear Image Processing and Filtering: A Unified Approach Based on Vertically Weighted Regression. Int. J. Appl. Math. Comput. Sci. 18 (1) (2008)
Yongqing Xin, Miroslaw Pawlak
-Ary Phase Modulation for Digital Watermarking. Int. J. Appl. Math. Comput. Sci. 18 (1) (2008)
Yongqing Xin, Miroslaw Pawlak, Simon X. Liao
Accurate Computation of Zernike Moments in Polar Coordinates. IEEE Trans. Image Process. 16 (2) (2007)
Jing Yang, Simon X. Liao, Miroslaw Pawlak
Apply Heuristic Search to Discover a New Winning Solution in Hex Game. FSKD (4) (2007)
Yongqing Xin, Simon X. Liao, Miroslaw Pawlak
Circularly orthogonal moments for geometrically robust image watermarking. Pattern Recognit. 40 (12) (2007)
Miroslaw Pawlak, Zygmunt Hasiewicz, Pawel Wachel
On Nonparametric Identification of Wiener Systems. IEEE Trans. Signal Process. 55 (2) (2007)
Miroslaw Pawlak, Ulrich Stadtmüller
Signal Sampling and Recovery Under Dependent Errors. IEEE Trans. Inf. Theory 53 (7) (2007)
Yongqing Xin, Miroslaw Pawlak, Simon X. Liao
Image Reconstruction with Polar Zernike Moments. ICAPR (2) (2005)
Yongqing Xin, Simon X. Liao, Miroslaw Pawlak
On the improvement of rotational invariance of Zernike moments. ICIP (2) (2005)
Zygmunt Hasiewicz, Miroslaw Pawlak, Przemyslaw Sliwinski
Nonparametric identification of nonlinearities in block-oriented systems by orthogonal wavelets with compact support. IEEE Trans. Circuits Syst. I Regul. Pap. (2) (2005)
Luu V. Nguyen, Miroslaw Pawlak
Thresholding-based sampling and signal reconstruction from multiple noisy observations. EUSIPCO (2004)
Luu V. Nguyen, Miroslaw Pawlak
Signal recovery from noisy samples via multiple observations and thresholding. EUSIPCO (2004)
Luu V. Nguyen, Miroslaw Pawlak
Reconstruction of bandlimited signals from noisy data by adaptive thresholding. ISCAS (3) (2004)
Yongqing Xin, Simon X. Liao, Miroslaw Pawlak
A Multibit Geometrically Robust Image Watermark Based on Zernike Moments. ICPR (4) (2004)
Miroslaw Pawlak, Ulrich Stadtmüller
Signal sampling and recovery under long-memory errors. ISIT (2004)
Ewaryst Rafajlowicz, Miroslaw Pawlak
Optimization of Centers' Positions for RBF Nets with Generalized Kernels. ICAISC (2004)
Miroslaw Pawlak, Ewaryst Rafajlowicz, Adam Krzyzak
Postfiltering versus prefiltering for signal recovery from noisy samples. IEEE Trans. Inf. Theory 49 (12) (2003)
Jing Yang, Simon X. Liao, Miroslaw Pawlak
New Winning and Losing Positions for 7x7 HEx. Computers and Games (2002)
Miroslaw Pawlak, Simon X. Liao
On the recovery of a function on a circular domain. IEEE Trans. Inf. Theory 48 (10) (2002)
Miroslaw Pawlak, Ewaryst Rafajlowicz
Non-Linear Local Harmonic Filters For Edge-Preserving Image Denoising. ICPR (3) (2002)
Simon X. Liao, Amy Chiang, Qin Lu, Miroslaw Pawlak
Chinese Character Recognition via Gegenbauer Moments. ICPR (3) (2002)
Miroslaw Pawlak, Zygmunt Hasiewicz
Non-parametric identification of multi-channel systems by multiscale expansions. ICASSP (2002)
Miroslaw Pawlak, Zygmunt Hasiewicz
Non-parametric system identification of non-linear block-oriented systems by multiscale expansions. ECC (1999)
Miroslaw Pawlak, D. Siu
Pattern Classification with Noisy Features. SSPR/SPR (1998)
Simon X. Liao, Miroslaw Pawlak
On the Accuracy of Zernike Moments for Image Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 20 (12) (1998)
Simon X. Liao, Miroslaw Pawlak
A Study of Zernike Moment Computing. ACCV (1) (1998)
Miroslaw Pawlak, Ulrich Stadtmüller
Signal recovery from grouped data. ICASSP (1997)
Adam Krzyzak, Ewaryst Rafajlowicz, Miroslaw Pawlak
Moving average restoration of bandlimited signals from noisy observations. IEEE Trans. Signal Process. 45 (12) (1997)
Miroslaw Pawlak, Ulrich Stadtmüller
Recovering band-limited signals under noise. IEEE Trans. Inf. Theory 42 (5) (1996)
Miroslaw Pawlak, Ewaryst Rafajlowicz, Adam Krzyzak
Exponential weighting algorithms for reconstruction of bandlimited signals. IEEE Trans. Signal Process. 44 (3) (1996)
Simon X. Liao, Miroslaw Pawlak
On Image Analysis by Moments. IEEE Trans. Pattern Anal. Mach. Intell. 18 (3) (1996)
Simon X. Liao, Miroslaw Pawlak
Chinese Character Recognition via Orthogonal Moments. Information Theory and Applications (1995)
Gábor Lugosi, Miroslaw Pawlak
On the posterior-probability estimate of the error rate of nonparametric classification rules. IEEE Trans. Inf. Theory 40 (2) (1994)
Miroslaw Pawlak, M. F. Yat Fung Ng
On kernel and radial basis function techniques for classification and function recovering. ICPR (2) (1994)
Wlodzimierz Greblicki, Miroslaw Pawlak
Dynamic system identification with order statistics. IEEE Trans. Inf. Theory 40 (5) (1994)
Miroslaw Pawlak, Ewaryst Rafajlowicz
On restoring band-limited signals. IEEE Trans. Inf. Theory 40 (5) (1994)
Miroslaw Pawlak
Kernel classification rules from missing data. IEEE Trans. Inf. Theory 39 (3) (1993)
Miroslaw Pawlak
On the reconstruction aspects of moment descriptors. IEEE Trans. Inf. Theory 38 (6) (1992)
Miroslaw Pawlak
On the detection and measurement of discontinuities. ICPR (3) (1992)
Miroslaw Pawlak, Xinmeng Liao
On image analysis by orthogonal moments. ICPR (3) (1992)
Wlodzimierz Greblicki, Miroslaw Pawlak
Nonparametric identification of a particular nonlinear time series system. IEEE Trans. Signal Process. 40 (4) (1992)
Wlodzimierz Greblicki, Miroslaw Pawlak
Nonparametric identification of a cascade nonlinear time series system. Signal Process. 22 (1) (1991)
Miroslaw Pawlak, Wojciech Siedlecki
Kernel classification rules in the presence of missing values. ICPR (1) (1990)
Wlodzimierz Greblicki, Miroslaw Pawlak
Nonparametric identification of Hammerstein systems. IEEE Trans. Inf. Theory 35 (2) (1989)
Miroslaw Pawlak
On the asymptotic properties of smoothed estimators of the classification error rate. Pattern Recognit. 21 (5) (1988)
Wlodzimierz Greblicki, Miroslaw Pawlak
Necessary and sufficient conditions for Bayes risk consistency of a recursive kernel classification rule. IEEE Trans. Inf. Theory 33 (3) (1987)
Miroslaw Pawlak
On nonparametric estimation of a functional of a probability density. IEEE Trans. Inf. Theory 32 (1) (1986)
Adam Krzyzak, Miroslaw Pawlak
Distribution-free consistency of a nonparametric kernel regression estimate and classification. IEEE Trans. Inf. Theory 30 (1) (1984)
Adam Krzyzak, Miroslaw Pawlak
Almost everywhere convergence of a recursive regression function estimate and classification. IEEE Trans. Inf. Theory 30 (1) (1984)
Wlodzimierz Greblicki, Miroslaw Pawlak
Almost sure convergence of classification procedures using Hermite series density estimates. Pattern Recognit. Lett. 2 (1) (1983)
Wlodzimierz Greblicki, Miroslaw Pawlak
A classification procedure using the multiple Fourier series. Inf. Sci. 26 (2) (1982)