M. Daszykowski

发表

Looking for natural patterns in data: Part 1. Density-based approach

D. Massart, M. Daszykowski, B. Walczak, 2001 .

Multivariate adaptive regression splines—studies of HIV reverse transcriptase inhibitors

H. M. Vinkers, D. Massart, M. Daszykowski, 2004 .

Prediction of total green tea antioxidant capacity from chromatograms by multivariate modeling.

Y. Heyden, D. Massart, M. Daszykowski, 2005, Journal of chromatography. A.

Robust Methods in Analysis of Multivariate Food Chemistry Data

M. Daszykowski, B. Walczak, I. Stanimirova, 2013 .

Robust statistics in data analysis — A review: Basic concepts

Y. Heyden, M. Daszykowski, B. Walczak, 2007 .

Isotopic ratios to detect infringements of patents or proprietary processes of pharmaceuticals: two case studies.

M. Daszykowski, Y. Vander Heyden, J. Smeyers-Verbeke, 2008, Journal of pharmaceutical and biomedical analysis.

Dealing with missing values and outliers in principal component analysis.

M Daszykowski, B Walczak, I Stanimirova, 2007, Talanta.

Chemometrical exploration of an isotopic ratio data set of acetylsalicylic acid

Desire L. Massart, Johanna Smeyers-Verbeke, I. Stanimirova, 2005 .

Exploring and modelling the responses of electrospray and atmospheric pressure chemical ionization techniques based on molecular descriptors

R. Put, Y. Heyden, M. Daszykowski, 2005 .

Revised DBSCAN algorithm to cluster data with dense adjacent clusters

Michal Daszykowski, Klaudia Drab, M. Daszykowski, 2013 .

Multi-wavelength imaging of HPTLC plates using a constructed illumination chamber with a smartphone camera as the detector.

M. Daszykowski, L. Pieszczek, 2021, Talanta.

From projection pursuit to other unsupervised chemometric techniques

Michal Daszykowski, M. Daszykowski, 2007 .

Representative subset selection

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

Identification of ground meat species using near-infrared spectroscopy and class modeling techniques - Aspects of optimization and validation using a one-class classification model.

M. Daszykowski, L. Pieszczek, H. Czarnik-Matusewicz, 2018, Meat science.

Chromatographic impurity fingerprinting of genuine and counterfeit Cialis® as a means to compare the discriminating ability of PDA and MS detection.

M. Daszykowski, E. Deconinck, S. Apers, 2016, Talanta.

Chemometrics and the identification of counterfeit medicines-A review.

M. Daszykowski, E. Deconinck, D. Custers, 2016, Journal of pharmaceutical and biomedical analysis.

Detection of discoloration in diesel fuel based on gas chromatographic fingerprints

Ivana Stanimirova, Michal Daszykowski, Joanna Orzel, 2014, Analytical and Bioanalytical Chemistry.

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

Beata Walczak, Michal Daszykowski, Joanna Orzel, 2012 .

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

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

Near-infrared reflectance spectroscopy and multivariate calibration techniques applied to modelling the crude protein, fibre and fat content in rapeseed meal.

M Daszykowski, B Walczak, M. Daszykowski, 2008, The Analyst.

Evaluation of chemometric techniques to select orthogonal chromatographic systems.

R. Put, Y. Heyden, D. Massart, 2006, Journal of pharmaceutical and biomedical analysis.

Beata Walczak, Michal Daszykowski, Piotr Zerzucha, 2012 .

A journey into low-dimensional spaces with autoassociative neural networks.

D L Massart, M Daszykowski, B Walczak, 2003, Talanta.

Chemometria w metabolomice i proteomice

M. Daszykowski, B. Walczak, 2010 .

No-alignment-strategies for exploring a set of two-way data tables obtained from capillary electrophoresis-mass spectrometry.

M. Daszykowski, B. Walczak, R. Danielsson, 2008, Journal of chromatography. A.

Explaining a presence of groups in analytical data in terms of original variables

D. Coomans, M. Daszykowski, B. Walczak, 2005 .

Automated alignment of one-dimensional chromatographic fingerprints.

M Daszykowski, B Walczak, C Boucon, 2010, Journal of chromatography. A.

Determining orthogonal chromatographic systems prior to the development of methods to characterise impurities in drug substances.

Y. Heyden, D. Massart, M. Daszykowski, 2003, Journal of chromatography. A.

Comparative analysis of the chromatographic fingerprints of twenty different sage (Salvia L.) species

M. Daszykowski, B. Walczak, M. Sajewicz, 2009 .

Detecting chemical markers to uncover counterfeit rebated excise duty diesel oil.

M. Daszykowski, I. Stanimirova, B. Krakowska, 2019, Talanta.

Start-to-end processing of two-dimensional gel electrophoretic images.

M Daszykowski, B Walczak, I Stanimirova, 2007, Journal of chromatography. A.

Monitoring the concentrations of Cd, Cu, Pb, Ni, Cr, Zn, Mn and Fe in cultivated Haplic Luvisol soils using near-infrared reflectance spectroscopy and chemometrics.

M. Daszykowski, I. Stanimirova, J. Wierzbowska, 2022, Talanta.

Studying the stability of Solvent Red 19 and 23 as excise duty components under the influence of controlled factors

M. Daszykowski, I. Stanimirova, P. Młynarz, 2020, Fuel Processing Technology.

Impurity fingerprints for the identification of counterfeit medicines--a feasibility study.

M. Daszykowski, P. Chiap, E. Deconinck, 2011, Analytica chimica acta.

Recognizing paracetamol formulations with the same synthesis pathway based on their trace-enriched chromatographic impurity profiles.

Y. Heyden, M. Daszykowski, Y. Vander Heyden, 2009, Analytica chimica acta.

Identifying the illegal removal from diesel oil of certain chemical markers that designate excise duty

M. Daszykowski, J. Orzel, I. Grabowski, 2014 .

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

Beata Walczak, Harald Martens, Michal Daszykowski, 2009 .

TOMCAT: A MATLAB toolbox for multivariate calibration techniques

Christophe Croux, Sven Serneels, Michal Daszykowski, 2007 .

Metabolomics provide new insights on lung cancer staging and discrimination from chronic obstructive pulmonary disease.

M. Daszykowski, I. Stanimirova, A. Ząbek, 2014, Journal of pharmaceutical and biomedical analysis.

Clustering in analytical chemistry.

Michal Daszykowski, Klaudia Drab, M. Daszykowski, 2014, Journal of AOAC International.

Projection methods in chemistry

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

Target selection for alignment of chromatographic signals obtained using monochannel detectors.

M Daszykowski, B Walczak, M. Daszykowski, 2007, Journal of chromatography. A.

USE AND ABUSE OF CHEMOMETRICS IN CHROMATOGRAPHY

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

Exploratory Analysis of Metabolomic Data

I. Stanimirova, Michal Daszykowski, M. Daszykowski, 2018 .

Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate

Patricia Courselle, Sandra Apers, Eric Deconinck, 2016, Analytical and Bioanalytical Chemistry.

Prediction of the hydrophilic antioxidant capacity of tomato pastes from the IR and fluorescence excitation-emission spectra of extracts and intact samples.

M. Daszykowski, I. Stanimirova, J. Orzel, 2015, Talanta.

Modeling of the total antioxidant capacity of rooibos (Aspalathus linearis) tea infusions from chromatographic fingerprints and identification of potential antioxidant markers.

M. Daszykowski, B. Walczak, A. de Villiers, 2014, Journal of chromatography. A.

Simultaneous determination of Solvent Yellow 124 and Solvent Red 19 in diesel oil using fluorescence spectroscopy and chemometrics.

M Daszykowski, B Walczak, M. Daszykowski, 2012, Talanta.

Avoiding spots detection in analysis of electrophoretic gel images

Beata Walczak, Michal Daszykowski, Anna Bierczynska-Krzysik, 2010 .

Density-Based Clustering Methods

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

Chemometrical exploration of the wet precipitation chemistry from the Austrian Monitoring Network (1988-1999).

D L Massart, M Daszykowski, I Stanimirova, 2005, Journal of environmental management.

Density-based clustering for exploration of analytical data

D L Massart, M Daszykowski, B Walczak, 2004, Analytical and bioanalytical chemistry.

A methodology to detect outliers/inliers in prediction with PLS

Desire L. Massart, J. A. Fernández Pierna, Michal Daszykowski, 2003 .

The proteomic analysis of primary cortical astrocyte cell culture after morphine administration.

M. Daszykowski, B. Walczak, P. Mak, 2009, Journal of proteome research.

Robust SIMCA-bounding influence of outliers

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

Recent trends in the use of liquid fuel taggants and their analysis

Michal Daszykowski, Joanna Orzel, M. Daszykowski, 2017 .

Improving QSAR models for the biological activity of HIV Reverse Transcriptase inhibitors: Aspects of outlier detection and uninformative variable elimination.

H. M. Vinkers, D. Massart, M. Daszykowski, 2005, Talanta.

Classification and Regression Trees-Studies of HIV Reverse Transcriptase Inhibitors

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

Robust partial least squares model for prediction of green tea antioxidant capacity from chromatograms.

M Daszykowski, B Walczak, Y Vander Heyden, 2007, Journal of chromatography. A.

A comparison of three algorithms for chromatograms alignment.

M Daszykowski, Y. Heyden, M. Daszykowski, 2006, Journal of chromatography. A.

Multivariate discrimination of wines with respect to their grape varieties and vintages

I. Stanimirova, B. Walczak, M. Daszykowski, 2010 .

Prediction of enantioselectivity using chirality codes and Classification and Regression Trees

João Aires-de-Sousa, Michal Daszykowski, Y. Vander Heyden, 2005 .

Peak Alignment of Urine NMR Spectra Using Fuzzy Warping

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

Assessment of the Kernel Gram Matrix Representation of Data in Order to Avoid the Alignment of Chromatographic Signals

M. Daszykowski, I. Stanimirova, 2021, Molecules.

The Monte Carlo validation framework for the discriminant partial least squares model extended with variable selection methods applied to authenticity studies of Viagra® based on chromatographic impurity profiles.

M Daszykowski, M. Daszykowski, E. Deconinck, 2016, The Analyst.

Methods for the exploratory analysis of two-dimensional chromatographic signals.

M Daszykowski, B Walczak, M. Daszykowski, 2011, Talanta.

Near-infrared hyperspectral imaging for polymer particle size estimation

M. Daszykowski, L. Pieszczek, 2021, Measurement.

Robust Methods in Qsar

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

A rapid validation of the antioxidant capacity of food commodities based on their fluorescence excitation emission spectra as applicable to coffee and peppermint extracts

M. Daszykowski, J. Orzel, Joanna Orzel, 2014 .

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..

Improvement of recyclable plastic waste detection – A novel strategy for the construction of rigorous classifiers based on the hyperspectral images

Michal Daszykowski, L. Pieszczek, M. Daszykowski, 2019, Chemometrics and Intelligent Laboratory Systems.

Expert system for monitoring the tributyltin content in inland water samples

Marcin Korzeń, Michal Daszykowski, B. Krakowska, 2015 .

Identification of Similar and Orthogonal Chromatographic Thin-Layer Systems for Two-Dimensional Separations of Flavonoids and Their Analogues

M. Daszykowski, B. Walczak, M. Hawrył, 2008 .

Chemometrics and the identification of counterfeit medicines-A review.

M. Daszykowski, D. Custers, B. Krakowska, 2016, Journal of pharmaceutical and biomedical analysis.