Beata Walczak

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Matching 2D Gel Electrophoresis Images

K. Kaczmarek, Beata Walczak, S. de Jong, 2003, J. Chem. Inf. Comput. Sci..

Peak Alignment of Urine NMR Spectra Using Fuzzy Warping

Wen Wu, Beata Walczak, Michael Daszykowski, 2006, J. Chem. Inf. Model..

Preprocessing of two‐dimensional gel electrophoresis images

Beata Walczak, Krzysztof Kaczmarek, Sijmen de Jong, 2004, Proteomics.

Chemometrics in analytical chemistry—part I: history, experimental design and data analysis tools

Romà Tauler, Beata Walczak, Federico Marini, 2017, Analytical and Bioanalytical Chemistry.

Matching 2D gel electrophoresis images with Matlab ‘Image Processing Toolbox’

Beata Walczak, Harald Martens, Michal Daszykowski, 2009 .

Classification and Regression Trees-Studies of HIV Reverse Transcriptase Inhibitors

Desire L. Massart, Beata Walczak, Paul J. Lewi, 2004, J. Chem. Inf. Model..

Identifying potential biomarkers in LC‐MS data

Beata Walczak, R. J. Ball, Michal Daszykowski, 2007 .

On the Optimal Partitioning of Data with K-Means, Growing K-Means, Neural Gas, and Growing Neural Gas

Desire L. Massart, Beata Walczak, Michael Daszykowski, 2002, J. Chem. Inf. Comput. Sci..

Robust Methods in Qsar

Beata Walczak, I. Stanimirova, MichaŁ Daszykowski, 2010 .

Wavelet Bases for IR Library Compression, Searching and Reconstruction

Jan P. Radomski, Beata Walczak, 2000 .

USE AND ABUSE OF CHEMOMETRICS IN CHROMATOGRAPHY

Beata Walczak, Michal Daszykowski, M. Daszykowski, 2006 .

Chemometrics in analytical chemistry—part II: modeling, validation, and applications

Romà Tauler, Beata Walczak, Federico Marini, 2018, Analytical and Bioanalytical Chemistry.

The Neural-Gas network for classifying analytical data

Frederik Questier, Desire L. Massart, Beata Walczak, 2002 .

Projection methods in chemistry

Desire L. Massart, Beata Walczak, Michal Daszykowski, 2003 .

Pixel‐based analysis of multiple images for the identification of changes: A novel approach applied to unravel proteome patters of 2‐D electrophoresis gel images

Beata Walczak, Harald Martens, Frank Westad, 2007 .

European analytical column number 42

Lutgarde M. C. Buydens, Romà Tauler, Beata Walczak, 2014, Accreditation and Quality Assurance.

Feature Based Fuzzy Matching of 2D Gel Electrophoresis Images

K. Kaczmarek, Beata Walczak, S. de Jong, 2002, J. Chem. Inf. Comput. Sci..

Comprehensive Chemometrics: Set: Chemical and Biochemical Data Analysis

Beata Walczak, Steven D. Brown, Steven D. Brown, 2009 .

European Analytical Column No. 42

Romà Tauler, Beata Walczak, Wolfgang Buchberger, 2014, Analytical and Bioanalytical Chemistry.

CHAPTER IN BOOK: Sequential optimization methods

Bieke Dejaegher, Yvan Vander Heyden, Beata Walczak, 2009 .

Looking for Natural Patterns in Analytical Data, 2. Tracing Local Density with OPTICS

Desire L. Massart, Beata Walczak, Michael Daszykowski, 2002, J. Chem. Inf. Comput. Sci..

The scope of applicability of the selected class-modelling methods

Beata Walczak, Zuzanna Małyjurek, B. Walczak, 2021, Chemometrics and Intelligent Laboratory Systems.

Finding relevant clustering directions in high‐dimensional data using Particle Swarm Optimization

Beata Walczak, Federico Marini, 2011 .

MULTIPLE OUTLIER DETECTION REVISITED

Desire L. Massart, Beata Walczak, D. Massart, 1998 .

Calibration of non-linear analytical systems by a neuro fuzzy approach

Beata Walczak, Wolfhard Wegscheider, 1994 .

Representative subset selection

Desire L. Massart, Beata Walczak, Michal Daszykowski, 2002 .

Environmetric modeling of a potable water data set

Stefan Tsakovski, Vasil Simeonov, Desire L. Massart, 2001 .

Calibration of somatic cell count in milk based on near-infrared spectroscopy

Desire L. Massart, Roumiana Tsenkova, Beata Walczak, 2001 .

Wavelets in Chemistry

Beata Walczak, B. Walczak, 2001 .

Comparison of Multivariate Calibration Techniques Applied to Experimental NIR Data Sets

Beata Walczak, Frédéric Despagne, D. Massart, 2000 .

Again about partial least squares and feature selection

Beata Walczak, Piotr Zerzucha, 2012 .

Three-way Principal Component Analysis for the Visualization of Trace Elemental Patterns in Vegetables after Different Cooking Procedures

Desire L. Massart, Beata Walczak, Peter Hendrix, 2001 .

Rough sets theory

Desire L. Massart, Beata Walczak, D. Massart, 1999 .

VSN: Variable sorting for normalization

Beata Walczak, Federico Marini, Gilles Rabatel, 2020 .

How to construct a multiple regression model for data with missing elements and outlying objects.

Ivana Stanimirova, Beata Walczak, Sven Serneels, 2007, Analytica chimica acta.

Comparison of regularized discriminant analysis linear discriminant analysis and quadratic discriminant analysis applied to NIR data

Desire L. Massart, Beata Walczak, Y. Mallet, 1996 .

Feature reduction by Fourier transform in pattern recognition of NIR data

Desire L. Massart, Beata Walczak, W. Wu, 1996 .

Robust SIMCA-bounding influence of outliers

Beata Walczak, I. Stanimirova, Michal Daszykowski, 2007 .

Neural networks with robust backpropagation learning algorithm

Beata Walczak, B. Walczak, 1996 .

Comparison of multivariate methods based on latent vectors and methods based on wavelength selection for the analysis of near-infrared spectroscopic data

Desire L. Massart, Beata Walczak, K. A. Prebble, 1995 .

Optimization of signal denoising in discrete wavelet transform

Desire L. Massart, Beata Walczak, Pierluigi Reschiglian, 1999 .

Outlier detection in bilinear calibration

Beata Walczak, B. Walczak, 1995 .

Robust biomarker identification in a two-class problem based on pairwise log-ratios

Peter Filzmoser, Karel Hron, Beata Walczak, 2017 .

Chapter 15 - Calibration in Wavelet Domain

Desire L. Massart, Beata Walczak, D. Massart, 2000 .

Improvement of classification using robust soft classification rules for near-infrared reflectance spectral data

Beata Walczak, M. S. Wrobel, Michal Daszykowski, 2011 .

Spectral transformation and wavelength selection in near-infrared spectra classification

Beata Walczak, W. Wu, K. A. Prebble, 1995 .

Comparison of image-transformation methods used in matching 2D gel electrophoresis images

Beata Walczak, B. G. M. Vandeginste, S. De Jong, 2003 .

Controlling sugar quality on the basis of fluorescence fingerprints using robust calibration

Beata Walczak, Michal Daszykowski, Joanna Orzel, 2012 .

A comparison of positive matrix factorization and the weighted multivariate curve resolution method. Application to environmental data.

Ivana Stanimirova, Romà Tauler, Beata Walczak, 2011, Environmental science & technology.

Wavelet packet transform applied to a set of signals: A new approach to the best-basis selection

Desire L. Massart, Beata Walczak, D. Massart, 1997 .

A comparison of multivariate calibration techniques applied to experimental NIR data sets: Part II. Predictive ability under extrapolation conditions

Desire L. Massart, Beata Walczak, O. E. de Noord, 2001 .

Multivariate analysis of variance of designed chromatographic data. A case study involving fermentation of rooibos tea.

Beata Walczak, Federico Marini, B. Walczak, 2017, Journal of chromatography. A.

Concept of (dis)similarity in data analysis

Beata Walczak, Piotr Zerzucha, B. Walczak, 2012 .

Classification of genomic data: some aspects of feature selection.

Beata Walczak, Tomasz Czekaj, B. Walczak, 2008, Talanta.

Untargeted analysis of chromatographic data for green and fermented rooibos: Problem with size effect removal.

Peter Filzmoser, Beata Walczak, Jan Walach, 2017, Journal of chromatography. A.

Selection and weighting of samples in multivariate regression model updating

Beata Walczak, O. E. de Noord, Xavier Capron, 2005 .

Standardization of near-infrared spectra in the wavelet domain

Desire L. Massart, Beata Walczak, E. Bouveresse, 1997 .

Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques

Beata Walczak, Lutgarde M. C. Buydens, I. Stanimirova, 2010 .

European analytical column

Federico Marini, Romà Tauler, Beata Walczak, 2009 .

Baseline reduction in two dimensional gel electrophoresis images

Beata Walczak, S. De Jong, Krzysztof Kaczmarek, 2005 .

Non-linear modelling of chemical data by combinations of linear and neural net methods

Beata Walczak, Wolfhard Wegscheider, B. Walczak, 1993 .

Interpretation of analysis of variance models using principal component analysis to assess the effect of a maternal anticancer treatment on the mineralization of rat bones.

Peter D. Wentzell, Beata Walczak, I. Stanimirova, 2011, Analytica chimica acta.

Feature selection for hierarchical clustering

Frederik Questier, Beata Walczak, S. De Jong, 2002 .

Density-Based Clustering Methods

Beata Walczak, Michal Daszykowski, M. Daszykowski, 2009 .

A comparison of multivariate calibration techniques applied to experimental NIR data sets. Part III: Robustness against instrumental perturbation conditions

Desire L. Massart, Beata Walczak, O. E. de Noord, 2004 .

Analysis of variance of designed chromatographic data sets: The analysis of variance-target projection approach.

Beata Walczak, Federico Marini, B. Walczak, 2015, Journal of chromatography. A.

Multiple factor analysis in environmental chemistry

Desire L. Massart, Beata Walczak, I. Stanimirova, 2005 .

Beata Walczak, Michal Daszykowski, Piotr Zerzucha, 2012 .