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Beata Walczak
Beata Walczak
Institute of Chemistry, University of Silesia in Katowice
Verified email at us.edu.pl
Title
Cited by
Cited by
Year
Particle swarm optimization (PSO). A tutorial
F Marini, B Walczak
Chemometrics and Intelligent Laboratory Systems 149, 153-165, 2015
12662015
Rough sets theory
B Walczak, DL Massart
Chemometrics and intelligent laboratory systems 47 (1), 1-16, 1999
5241999
Comprehensive chemometrics: chemical and biochemical data analysis
S Brown, R Tauler, B Walczak
Elsevier, 2020
4642020
Robust statistics in data analysis—A review: Basic concepts
M Daszykowski, K Kaczmarek, Y Vander Heyden, B Walczak
Chemometrics and intelligent laboratory systems 85 (2), 203-219, 2007
4622007
Representative subset selection
M Daszykowski, B Walczak, DL Massart
Analytica chimica acta 468 (1), 91-103, 2002
3632002
Looking for natural patterns in data: Part 1. Density-based approach
M Daszykowski, B Walczak, DL Massart
Chemometrics and Intelligent laboratory systems 56 (2), 83-92, 2001
3362001
Noise suppression and signal compression using the wavelet packet transform
B Walczak, DL Massart
Chemometrics and Intelligent Laboratory Systems 36 (2), 81-94, 1997
3111997
Wavelets in chemistry
B Walczak
Elsevier, 2000
2882000
Comparison of regularized discriminant analysis linear discriminant analysis and quadratic discriminant analysis applied to NIR data
W Wu, Y Mallet, B Walczak, W Penninckx, DL Massart, S Heuerding, ...
Analytica Chimica Acta 329 (3), 257-265, 1996
2851996
Artificial neural networks in classification of NIR spectral data: design of the training set
W Wu, B Walczak, DL Massart, S Heuerding, F Erni, IR Last, KA Prebble
Chemometrics and intelligent laboratory systems 33 (1), 35-46, 1996
2731996
A comparison of two algorithms for warping of analytical signals
V Pravdova, B Walczak, DL Massart
Analytica Chimica Acta 456 (1), 77-92, 2002
2702002
Dealing with missing data: Part I
B Walczak, DL Massart
Chemometrics and Intelligent Laboratory Systems 58 (1), 15-27, 2001
2632001
The radial basis functions—partial least squares approach as a flexible non-linear regression technique
B Walczak, DL Massart
Analytica Chimica Acta 331 (3), 177-185, 1996
2501996
TOMCAT: A MATLAB toolbox for multivariate calibration techniques
M Daszykowski, S Serneels, K Kaczmarek, P Van Espen, C Croux, ...
Chemometrics and intelligent laboratory systems 85 (2), 269-277, 2007
2352007
Optimization of signal denoising in discrete wavelet transform
L Pasti, B Walczak, DL Massart, P Reschiglian
Chemometrics and intelligent laboratory systems 48 (1), 21-34, 1999
1971999
Tracing the geographical origin of honeys based on volatile compounds profiles assessment using pattern recognition techniques
I Stanimirova, B Üstün, T Cajka, K Riddelova, J Hajslova, LMC Buydens, ...
Food Chemistry 118 (1), 171-176, 2010
1942010
Raman spectroscopy as a process analytical technology (PAT) tool for the in-line monitoring and understanding of a powder blending process
TRM De Beer, C Bodson, B Dejaegher, B Walczak, P Vercruysse, ...
Journal of pharmaceutical and biomedical analysis 48 (3), 772-779, 2008
1932008
The use of CART and multivariate regression trees for supervised and unsupervised feature selection
F Questier, R Put, D Coomans, B Walczak, Y Vander Heyden
Chemometrics and Intelligent Laboratory Systems 76 (1), 45-54, 2005
1622005
Dealing with missing values and outliers in principal component analysis
I Stanimirova, M Daszykowski, B Walczak
Talanta 72 (1), 172-178, 2007
1582007
Chemometrics in analytical chemistry—part I: history, experimental design and data analysis tools
RG Brereton, J Jansen, J Lopes, F Marini, A Pomerantsev, O Rodionova, ...
Analytical and bioanalytical chemistry 409, 5891-5899, 2017
1562017
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