A classification procedure using the multiple Fourier series. - Wlodzimierz Greblicki; Miroslaw Pawlak (Inf. Sci., 1982)

Almost sure convergence of classification procedures using Hermite series density estimates. - Wlodzimierz Greblicki; Miroslaw Pawlak (Pattern Recognit. Lett., 1983)

Distribution-free consistency of a nonparametric kernel regression estimate and classification. - Adam Krzyzak; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1984)

Almost everywhere convergence of a recursive regression function estimate and classification. - Adam Krzyzak; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1984)

On nonparametric estimation of a functional of a probability density. - Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1986)

Necessary and sufficient conditions for Bayes risk consistency of a recursive kernel classification rule. - Wlodzimierz Greblicki; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1987)

On the asymptotic properties of smoothed estimators of the classification error rate. - Miroslaw Pawlak (Pattern Recognit., 1988)

Nonparametric identification of Hammerstein systems. - Wlodzimierz Greblicki; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1989)

Kernel classification rules in the presence of missing values. - Miroslaw Pawlak; Wojciech Siedlecki (ICPR (1), 1990)

Nonparametric identification of a cascade nonlinear time series system. - Wlodzimierz Greblicki; Miroslaw Pawlak (Signal Process., 1991)

On the detection and measurement of discontinuities. - Miroslaw Pawlak (ICPR (3), 1992)

On image analysis by orthogonal moments. - Miroslaw Pawlak; Xinmeng Liao (ICPR (3), 1992)

On the reconstruction aspects of moment descriptors. - Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1992)

Nonparametric identification of a particular nonlinear time series system. - Wlodzimierz Greblicki; Miroslaw Pawlak (IEEE Trans. Signal Process., 1992)

Kernel classification rules from missing data. - Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1993)

On kernel and radial basis function techniques for classification and function recovering. - Miroslaw Pawlak; M. F. Yat Fung Ng (ICPR (2), 1994)

Dynamic system identification with order statistics. - Wlodzimierz Greblicki; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1994)

On the posterior-probability estimate of the error rate of nonparametric classification rules. - Gábor Lugosi; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 1994)

On restoring band-limited signals. - Miroslaw Pawlak; Ewaryst Rafajlowicz (IEEE Trans. Inf. Theory, 1994)

Chinese Character Recognition via Orthogonal Moments. - Simon X. Liao; Miroslaw Pawlak (Information Theory and Applications, 1995)

On Image Analysis by Moments. - Simon X. Liao; Miroslaw Pawlak (IEEE Trans. Pattern Anal. Mach. Intell., 1996)

Recovering band-limited signals under noise. - Miroslaw Pawlak; Ulrich Stadtmüller (IEEE Trans. Inf. Theory, 1996)

Exponential weighting algorithms for reconstruction of bandlimited signals. - Miroslaw Pawlak; Ewaryst Rafajlowicz; Adam Krzyzak (IEEE Trans. Signal Process., 1996)

Signal recovery from grouped data. - Miroslaw Pawlak; Ulrich Stadtmüller (ICASSP, 1997)

Moving average restoration of bandlimited signals from noisy observations. - Adam Krzyzak; Ewaryst Rafajlowicz; Miroslaw Pawlak (IEEE Trans. Signal Process., 1997)

A Study of Zernike Moment Computing. - Simon X. Liao; Miroslaw Pawlak (ACCV (1), 1998)

Pattern Classification with Noisy Features. - Miroslaw Pawlak; D. Siu (SSPR/SPR, 1998)

On the Accuracy of Zernike Moments for Image Analysis. - Simon X. Liao; Miroslaw Pawlak (IEEE Trans. Pattern Anal. Mach. Intell., 1998)

Non-parametric system identification of non-linear block-oriented systems by multiscale expansions. - Miroslaw Pawlak; Zygmunt Hasiewicz (ECC, 1999)

New Winning and Losing Positions for 7x7 HEx. - Jing Yang; Simon X. Liao; Miroslaw Pawlak (Computers and Games, 2002)

Non-parametric identification of multi-channel systems by multiscale expansions. - Miroslaw Pawlak; Zygmunt Hasiewicz (ICASSP, 2002)

Chinese Character Recognition via Gegenbauer Moments. - Simon X. Liao; Amy Chiang; Qin Lu 001; Miroslaw Pawlak (ICPR (3), 2002)

Non-Linear Local Harmonic Filters For Edge-Preserving Image Denoising. - Miroslaw Pawlak; Ewaryst Rafajlowicz (ICPR (3), 2002)

On the recovery of a function on a circular domain. - Miroslaw Pawlak; Simon X. Liao (IEEE Trans. Inf. Theory, 2002)

Postfiltering versus prefiltering for signal recovery from noisy samples. - Miroslaw Pawlak; Ewaryst Rafajlowicz; Adam Krzyzak (IEEE Trans. Inf. Theory, 2003)

Thresholding-based sampling and signal reconstruction from multiple noisy observations. - Luu V. Nguyen; Miroslaw Pawlak (EUSIPCO, 2004)

Signal recovery from noisy samples via multiple observations and thresholding. - Luu V. Nguyen; Miroslaw Pawlak (EUSIPCO, 2004)

Optimization of Centers' Positions for RBF Nets with Generalized Kernels. - Ewaryst Rafajlowicz; Miroslaw Pawlak (ICAISC, 2004)

A Multibit Geometrically Robust Image Watermark Based on Zernike Moments. - Yongqing Xin; Simon X. Liao; Miroslaw Pawlak (ICPR (4), 2004)

Reconstruction of bandlimited signals from noisy data by adaptive thresholding. - Luu V. Nguyen; Miroslaw Pawlak (ISCAS (3), 2004)

Signal sampling and recovery under long-memory errors. - Miroslaw Pawlak; Ulrich Stadtmüller (ISIT, 2004)

Image Reconstruction with Polar Zernike Moments. - Yongqing Xin; Miroslaw Pawlak; Simon X. Liao (ICAPR (2), 2005)

On the improvement of rotational invariance of Zernike moments. - Yongqing Xin; Simon X. Liao; Miroslaw Pawlak (ICIP (2), 2005)

Nonparametric identification of nonlinearities in block-oriented systems by orthogonal wavelets with compact support. - Zygmunt Hasiewicz; Miroslaw Pawlak; Przemyslaw Sliwinski (IEEE Trans. Circuits Syst. I Regul. Pap., 2005)

Apply Heuristic Search to Discover a New Winning Solution in Hex Game. - Jing Yang; Simon X. Liao; Miroslaw Pawlak (FSKD (4), 2007)

Circularly orthogonal moments for geometrically robust image watermarking. - Yongqing Xin; Simon X. Liao; Miroslaw Pawlak (Pattern Recognit., 2007)

Accurate Computation of Zernike Moments in Polar Coordinates. - Yongqing Xin; Miroslaw Pawlak; Simon X. Liao (IEEE Trans. Image Process., 2007)

Signal Sampling and Recovery Under Dependent Errors. - Miroslaw Pawlak; Ulrich Stadtmüller (IEEE Trans. Inf. Theory, 2007)

On Nonparametric Identification of Wiener Systems. - Miroslaw Pawlak; Zygmunt Hasiewicz; Pawel Wachel (IEEE Trans. Signal Process., 2007)

Nonlinear Image Processing and Filtering: A Unified Approach Based on Vertically Weighted Regression. - Ewaryst Rafajlowicz; Miroslaw Pawlak; Ansgar Steland (Int. J. Appl. Math. Comput. Sci., 2008)

M-Ary Phase Modulation for Digital Watermarking. - Yongqing Xin; Miroslaw Pawlak (Int. J. Appl. Math. Comput. Sci., 2008)

Testing for Image Symmetries - With Application to Confocal Microscopy. - Nicolai Bissantz; Hajo Holzmann; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 2009)

Nonparametric sequential change-point detection by a vertically trimmed box method. - Ewaryst Rafajlowicz; Miroslaw Pawlak; Ansgar Steland (IEEE Trans. Inf. Theory, 2010)

On construction and simulation of autoregressive sources with near-laplace marginals. - Miroslaw Pawlak; Pradeepa Yahampath (IEEE Trans. Signal Process., 2010)

Identification of MISO nonlinear systems via the semiparametric approach. - Jiaqing Lv; Miroslaw Pawlak (ICASSP, 2011)

Nonparametric Sequential Signal Change Detection Under Dependent Noise. - Miroslaw Pawlak; Ansgar Steland (IEEE Trans. Inf. Theory, 2013)

Nonparametric Extension of Regression Functions Outside Domain. - Tomasz Galkowski; Miroslaw Pawlak (ICAISC (1), 2014)

Nonparametric Function Fitting in the Presence of Nonstationary Noise. - Tomasz Galkowski; Miroslaw Pawlak (ICAISC (1), 2014)

Statistical Assessment of Signal and Image Symmetries. - Miroslaw Pawlak (ICAISC (1), 2014)

Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions. - Tomasz Galkowski; Miroslaw Pawlak (ICAISC (1), 2015)

Nonparametric Estimation of Edge Values of Regression Functions. - Tomasz Galkowski; Miroslaw Pawlak (ICAISC (2), 2016)

Hybrid Splitting Criterion in Decision Trees for Data Stream Mining. - Maciej Jaworski; Leszek Rutkowski; Miroslaw Pawlak (ICAISC (2), 2016)

Semiparametric Inference in Identification of Block-Oriented Systems. - Miroslaw Pawlak (Challenges in Computational Statistics and Data Mining, 2016)

The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements. - Tomasz Galkowski; Miroslaw Pawlak (ICAISC (2), 2017)

Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift. - Maciej Jaworski; Piotr Duda; Leszek Rutkowski; Patryk Najgebauer; Miroslaw Pawlak (ICAISC (2), 2017)

Hammerstein System Identification With the Nearest Neighbor Algorithm. - Wlodzimierz Greblicki; Miroslaw Pawlak (IEEE Trans. Inf. Theory, 2017)

Bandwidth Estimation From Multiple Level-Crossings of Stochastic Signals. - Dominik Rzepka; Miroslaw Pawlak; Dariusz Koscielnik; Marek Miskowicz (IEEE Trans. Signal Process., 2017)

Analysis of Large Scale Power Systems via LASSO Learning Algorithms. - Miroslaw Pawlak; Jiaqing Lv (ICAISC (1), 2019)

The Weighted Nearest Neighbor Estimate for Hammerstein System Identification. - Wlodzimierz Greblicki; Miroslaw Pawlak (IEEE Trans. Autom. Control., 2019)

Power System Oscillation Mode Prediction Based on the Lasso Method. - Weike Mo; Jiaqing Lv; Miroslaw Pawlak; Udaya D. Annakkage; Haoyong Chen (IEEE Access, 2020)

Nonparametric Specification Testing for Signal Models. - Miroslaw Pawlak; Ulrich Stadtmüller (IEEE Trans. Inf. Theory, 2020)

Bandwidth Selection for Kernel Generalized Regression Neural Networks in Identification of Hammerstein Systems. - Jiaqing Lv; Miroslaw Pawlak (J. Artif. Intell. Soft Comput. Res., 2021)

A Novel Method for Invariant Image Reconstruction. - Miroslaw Pawlak; Gurmukh Singh Panesar; Marcin Korytkowski (J. Artif. Intell. Soft Comput. Res., 2021)

Signal Estimation from Level Crossings using Conditional Minimum Mean Square Error Predictor. - Maciej Ordowski; Miroslaw Pawlak; Dominik Rzepka; Marek Miskowicz (EBCCSP, 2022)

Supervised Training of Siamese Spiking Neural Networks with Earth Mover's Distance. - Mateusz Pabian; Dominik Rzepka; Miroslaw Pawlak (ICASSP, 2022)

Supervised Training of Siamese Spiking Neural Networks with Earth's Mover Distance. - Mateusz Pabian; Dominik Rzepka; Miroslaw Pawlak (CoRR, 2022)

Nonparametric Testing for Hammerstein Systems. - Miroslaw Pawlak; Jiaqing Lv (IEEE Trans. Autom. Control., 2022)

Asymptotically Optimal Nonparametric Classification Rules for Spike Train Data. - Miroslaw Pawlak; Mateusz Pabian; Dominik Rzepka (ICASSP, 2023)

Bayes Risk Consistency of Nonparametric Classification Rules for Spike Trains Data. - Miroslaw Pawlak; Mateusz Pabian; Dominik Rzepka (CoRR, 2023)

Iteration over event space in time-to-first-spike spiking neural networks for Twitter bot classification. - Mateusz Pabian; Dominik Rzepka; Miroslaw Pawlak (CoRR, 2024)

Accelerating User Profiling in E-Commerce Using Conditional GAN Networks for Synthetic Data Generation. - Marcin Gabryel; Eliza Kocic; Milan Kocic; Zofia Patora-Wysocka; Min Xiao 001; Miroslaw Pawlak (J. Artif. Intell. Soft Comput. Res., 2024)