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ORCIDMiroslaw Pawlak
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2020 – today
- 2024
[j42]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): 309-319 (2024)- [i3]Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak:
Iteration over event space in time-to-first-spike spiking neural networks for Twitter bot classification. CoRR abs/2407.08746 (2024) - 2023
- [c35]Miroslaw Pawlak, Mateusz Pabian, Dominik Rzepka:
Asymptotically Optimal Nonparametric Classification Rules for Spike Train Data. ICASSP 2023: 1-5 - [i2]Miroslaw Pawlak, Mateusz Pabian, Dominik Rzepka:
Bayes Risk Consistency of Nonparametric Classification Rules for Spike Trains Data. CoRR abs/2308.04796 (2023) - 2022
- [j41]Miroslaw Pawlak, Jiaqing Lv:
Nonparametric Testing for Hammerstein Systems. IEEE Trans. Autom. Control. 67(9): 4568-4584 (2022) - [c34]Maciej Ordowski, Miroslaw Pawlak, Dominik Rzepka, Marek Miskowicz:
Signal Estimation from Level Crossings using Conditional Minimum Mean Square Error Predictor. EBCCSP 2022: 1-6 - [c33]Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak:
Supervised Training of Siamese Spiking Neural Networks with Earth Mover's Distance. ICASSP 2022: 4233-4237 - [i1]Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak:
Supervised Training of Siamese Spiking Neural Networks with Earth's Mover Distance. CoRR abs/2203.13207 (2022) - 2021
- [j40]Miroslaw Pawlak, Gurmukh Singh Panesar, Marcin Korytkowski:
A Novel Method for Invariant Image Reconstruction. J. Artif. Intell. Soft Comput. Res. 11(1): 69-80 (2021) - [j39]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): 181-194 (2021) - 2020
- [j38]Weike Mo, Jiaqing Lv, Miroslaw Pawlak, Udaya D. Annakkage, Haoyong Chen:
Power System Oscillation Mode Prediction Based on the Lasso Method. IEEE Access 8: 101068-101078 (2020) - [j37]Miroslaw Pawlak, Ulrich Stadtmüller:
Nonparametric Specification Testing for Signal Models. IEEE Trans. Inf. Theory 66(10): 6434-6448 (2020)
2010 – 2019
- 2019
- [j36]Wlodzimierz Greblicki, Miroslaw Pawlak:
The Weighted Nearest Neighbor Estimate for Hammerstein System Identification. IEEE Trans. Autom. Control. 64(4): 1550-1565 (2019) - [c32]Miroslaw Pawlak, Jiaqing Lv:
Analysis of Large Scale Power Systems via LASSO Learning Algorithms. ICAISC (1) 2019: 652-662 - 2017
- [j35]Wlodzimierz Greblicki, Miroslaw Pawlak:
Hammerstein System Identification With the Nearest Neighbor Algorithm. IEEE Trans. Inf. Theory 63(8): 4746-4757 (2017) - [j34]Dominik Rzepka, Miroslaw Pawlak, Dariusz Koscielnik, Marek Miskowicz:
Bandwidth Estimation From Multiple Level-Crossings of Stochastic Signals. IEEE Trans. Signal Process. 65(10): 2488-2502 (2017) - [c31]Tomasz Galkowski, Miroslaw Pawlak:
The Novel Method of the Estimation of the Fourier Transform Based on Noisy Measurements. ICAISC (2) 2017: 52-61 - [c30]Maciej Jaworski, Piotr Duda, Leszek Rutkowski, Patryk Najgebauer, Miroslaw Pawlak:
Heuristic Regression Function Estimation Methods for Data Streams with Concept Drift. ICAISC (2) 2017: 726-737 - 2016
- [c29]Tomasz Galkowski, Miroslaw Pawlak:
Nonparametric Estimation of Edge Values of Regression Functions. ICAISC (2) 2016: 49-59 - [c28]Maciej Jaworski, Leszek Rutkowski, Miroslaw Pawlak:
Hybrid Splitting Criterion in Decision Trees for Data Stream Mining. ICAISC (2) 2016: 60-72 - [p1]Miroslaw Pawlak:
Semiparametric Inference in Identification of Block-Oriented Systems. Challenges in Computational Statistics and Data Mining 2016: 297-331 - 2015
- [c27]Tomasz Galkowski, Miroslaw Pawlak:
Orthogonal Series Estimation of Regression Functions in Nonstationary Conditions. ICAISC (1) 2015: 427-435 - 2014
- [c26]Tomasz Galkowski, Miroslaw Pawlak:
Nonparametric Extension of Regression Functions Outside Domain. ICAISC (1) 2014: 518-530 - [c25]Tomasz Galkowski, Miroslaw Pawlak:
Nonparametric Function Fitting in the Presence of Nonstationary Noise. ICAISC (1) 2014: 531-538 - [c24]Miroslaw Pawlak:
Statistical Assessment of Signal and Image Symmetries. ICAISC (1) 2014: 574-585 - 2013
- [j33]Miroslaw Pawlak, Ansgar Steland:
Nonparametric Sequential Signal Change Detection Under Dependent Noise. IEEE Trans. Inf. Theory 59(6): 3514-3531 (2013) - 2011
- [c23]Jiaqing Lv, Miroslaw Pawlak:
Identification of MISO nonlinear systems via the semiparametric approach. ICASSP 2011: 4084-4087 - 2010
- [j32]Ewaryst Rafajlowicz, Miroslaw Pawlak, Ansgar Steland:
Nonparametric sequential change-point detection by a vertically trimmed box method. IEEE Trans. Inf. Theory 56(7): 3621-3634 (2010) - [j31]Miroslaw Pawlak, Pradeepa Yahampath:
On construction and simulation of autoregressive sources with near-laplace marginals. IEEE Trans. Signal Process. 58(11): 5550-5559 (2010)
2000 – 2009
- 2009
- [j30]Nicolai Bissantz, Hajo Holzmann, Miroslaw Pawlak:
Testing for Image Symmetries - With Application to Confocal Microscopy. IEEE Trans. Inf. Theory 55(4): 1841-1855 (2009) - 2008
- [j29]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): 49-61 (2008) - [j28]Yongqing Xin, Miroslaw Pawlak:
M-Ary Phase Modulation for Digital Watermarking. Int. J. Appl. Math. Comput. Sci. 18(1): 93-104 (2008) - 2007
- [j27]Yongqing Xin, Simon X. Liao, Miroslaw Pawlak:
Circularly orthogonal moments for geometrically robust image watermarking. Pattern Recognit. 40(12): 3740-3752 (2007) - [j26]Yongqing Xin, Miroslaw Pawlak, Simon X. Liao:
Accurate Computation of Zernike Moments in Polar Coordinates. IEEE Trans. Image Process. 16(2): 581-587 (2007) - [j25]Miroslaw Pawlak, Ulrich Stadtmüller:
Signal Sampling and Recovery Under Dependent Errors. IEEE Trans. Inf. Theory 53(7): 2526-2541 (2007) - [j24]Miroslaw Pawlak, Zygmunt Hasiewicz, Pawel Wachel:
On Nonparametric Identification of Wiener Systems. IEEE Trans. Signal Process. 55(2): 482-492 (2007) - [c22]Jing Yang, Simon X. Liao, Miroslaw Pawlak:
Apply Heuristic Search to Discover a New Winning Solution in Hex Game. FSKD (4) 2007: 328-333 - 2005
- [j23]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. 52-I(2): 427-442 (2005) - [c21]Yongqing Xin, Miroslaw Pawlak, Simon X. Liao:
Image Reconstruction with Polar Zernike Moments. ICAPR (2) 2005: 394-403 - [c20]Yongqing Xin, Simon X. Liao, Miroslaw Pawlak:
On the improvement of rotational invariance of Zernike moments. ICIP (2) 2005: 842-845 - 2004
- [c19]Luu V. Nguyen, Miroslaw Pawlak:
Thresholding-based sampling and signal reconstruction from multiple noisy observations. EUSIPCO 2004: 89-92 - [c18]Luu V. Nguyen, Miroslaw Pawlak:
Signal recovery from noisy samples via multiple observations and thresholding. EUSIPCO 2004: 785-788 - [c17]Ewaryst Rafajlowicz, Miroslaw Pawlak:
Optimization of Centers' Positions for RBF Nets with Generalized Kernels. ICAISC 2004: 253-259 - [c16]Yongqing Xin, Simon X. Liao, Miroslaw Pawlak:
A Multibit Geometrically Robust Image Watermark Based on Zernike Moments. ICPR (4) 2004: 861-864 - [c15]Luu V. Nguyen, Miroslaw Pawlak:
Reconstruction of bandlimited signals from noisy data by adaptive thresholding. ISCAS (3) 2004: 653-656 - [c14]Miroslaw Pawlak, Ulrich Stadtmüller:
Signal sampling and recovery under long-memory errors. ISIT 2004: 560 - 2003
- [j22]Miroslaw Pawlak, Ewaryst Rafajlowicz, Adam Krzyzak:
Postfiltering versus prefiltering for signal recovery from noisy samples. IEEE Trans. Inf. Theory 49(12): 3195-3212 (2003) - 2002
- [j21]Miroslaw Pawlak, Simon X. Liao:
On the recovery of a function on a circular domain. IEEE Trans. Inf. Theory 48(10): 2736-2753 (2002) - [c13]Jing Yang, Simon X. Liao, Miroslaw Pawlak:
New Winning and Losing Positions for 7x7 HEx. Computers and Games 2002: 230-248 - [c12]Miroslaw Pawlak, Zygmunt Hasiewicz:
Non-parametric identification of multi-channel systems by multiscale expansions. ICASSP 2002: 1721-1724 - [c11]Simon X. Liao, Amy Chiang, Qin Lu, Miroslaw Pawlak:
Chinese Character Recognition via Gegenbauer Moments. ICPR (3) 2002: 485-488 - [c10]Miroslaw Pawlak, Ewaryst Rafajlowicz:
Non-Linear Local Harmonic Filters For Edge-Preserving Image Denoising. ICPR (3) 2002: 895-897
1990 – 1999
- 1999
- [c9]Miroslaw Pawlak, Zygmunt Hasiewicz:
Non-parametric system identification of non-linear block-oriented systems by multiscale expansions. ECC 1999: 4715-4719 - 1998
- [j20]Simon X. Liao, Miroslaw Pawlak:
On the Accuracy of Zernike Moments for Image Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 20(12): 1358-1364 (1998) - [c8]Simon X. Liao, Miroslaw Pawlak:
A Study of Zernike Moment Computing. ACCV (1) 1998: 394-401 - [c7]Miroslaw Pawlak, D. Siu:
Pattern Classification with Noisy Features. SSPR/SPR 1998: 845-852 - 1997
- [j19]Adam Krzyzak, Ewaryst Rafajlowicz, Miroslaw Pawlak:
Moving average restoration of bandlimited signals from noisy observations. IEEE Trans. Signal Process. 45(12): 2967-2976 (1997) - [c6]Miroslaw Pawlak, Ulrich Stadtmüller:
Signal recovery from grouped data. ICASSP 1997: 1843-1844 - 1996
- [j18]Simon X. Liao, Miroslaw Pawlak:
On Image Analysis by Moments. IEEE Trans. Pattern Anal. Mach. Intell. 18(3): 254-266 (1996) - [j17]Miroslaw Pawlak, Ulrich Stadtmüller:
Recovering band-limited signals under noise. IEEE Trans. Inf. Theory 42(5): 1425-1438 (1996) - [j16]Miroslaw Pawlak, Ewaryst Rafajlowicz, Adam Krzyzak:
Exponential weighting algorithms for reconstruction of bandlimited signals. IEEE Trans. Signal Process. 44(3): 538-545 (1996) - 1995
- [c5]Simon X. Liao, Miroslaw Pawlak:
Chinese Character Recognition via Orthogonal Moments. Information Theory and Applications 1995: 296-308 - 1994
- [j15]Gábor Lugosi, Miroslaw Pawlak:
On the posterior-probability estimate of the error rate of nonparametric classification rules. IEEE Trans. Inf. Theory 40(2): 475-481 (1994) - [j14]Wlodzimierz Greblicki, Miroslaw Pawlak:
Dynamic system identification with order statistics. IEEE Trans. Inf. Theory 40(5): 1474-1489 (1994) - [j13]Miroslaw Pawlak, Ewaryst Rafajlowicz:
On restoring band-limited signals. IEEE Trans. Inf. Theory 40(5): 1490-1503 (1994) - [c4]Miroslaw Pawlak, M. F. Yat Fung Ng:
On kernel and radial basis function techniques for classification and function recovering. ICPR (2) 1994: 454-456 - 1993
- [j12]Miroslaw Pawlak:
Kernel classification rules from missing data. IEEE Trans. Inf. Theory 39(3): 979-988 (1993) - 1992
- [j11]Miroslaw Pawlak:
On the reconstruction aspects of moment descriptors. IEEE Trans. Inf. Theory 38(6): 1698-1708 (1992) - [j10]Wlodzimierz Greblicki, Miroslaw Pawlak:
Nonparametric identification of a particular nonlinear time series system. IEEE Trans. Signal Process. 40(4): 985-989 (1992) - [c3]Miroslaw Pawlak:
On the detection and measurement of discontinuities. ICPR (3) 1992: 378-381 - [c2]Miroslaw Pawlak, Xinmeng Liao:
On image analysis by orthogonal moments. ICPR (3) 1992: 549-552 - 1991
- [j9]Wlodzimierz Greblicki, Miroslaw Pawlak:
Nonparametric identification of a cascade nonlinear time series system. Signal Process. 22(1): 61-75 (1991) - 1990
- [c1]Miroslaw Pawlak, Wojciech Siedlecki:
Kernel classification rules in the presence of missing values. ICPR (1) 1990: 677-680
1980 – 1989
- 1989
- [j8]Wlodzimierz Greblicki, Miroslaw Pawlak:
Nonparametric identification of Hammerstein systems. IEEE Trans. Inf. Theory 35(2): 409-418 (1989) - 1988
- [j7]Miroslaw Pawlak:
On the asymptotic properties of smoothed estimators of the classification error rate. Pattern Recognit. 21(5): 515-524 (1988) - 1987
- [j6]Wlodzimierz Greblicki, Miroslaw Pawlak:
Necessary and sufficient conditions for Bayes risk consistency of a recursive kernel classification rule. IEEE Trans. Inf. Theory 33(3): 408-412 (1987) - 1986
- [j5]Miroslaw Pawlak:
On nonparametric estimation of a functional of a probability density. IEEE Trans. Inf. Theory 32(1): 79-84 (1986) - 1984
- [j4]Adam Krzyzak, Miroslaw Pawlak:
Distribution-free consistency of a nonparametric kernel regression estimate and classification. IEEE Trans. Inf. Theory 30(1): 78-81 (1984) - [j3]Adam Krzyzak, Miroslaw Pawlak:
Almost everywhere convergence of a recursive regression function estimate and classification. IEEE Trans. Inf. Theory 30(1): 91-93 (1984) - 1983
- [j2]Wlodzimierz Greblicki, Miroslaw Pawlak:
Almost sure convergence of classification procedures using Hermite series density estimates. Pattern Recognit. Lett. 2(1): 13-17 (1983) - 1982
- [j1]Wlodzimierz Greblicki, Miroslaw Pawlak:
A classification procedure using the multiple Fourier series. Inf. Sci. 26(2): 115-126 (1982)
Coauthor Index
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