Professor Michal Daszykowski
University of Silesia in Katowice, Poland
Professor, Chemistry
Poland
My co-authors include
Łukasz Pieszczek
Find me at
My Publications
Detection of recyclable plastic waste using hyperspectral imaging.
Chemometrics and Intelligent Laboratory Systems
April 2019
High-density polyethylene (HDPE) and polypropylene (PP) are two post-consumer waste polymers. They have very similar physico-chemical properties, and therefore it is difficult to separate them usin...
Near-infrared spectroscopy (NIR) supports the identification of ground meat species.
Meat Science
May 2018
We wondered if it is possible to identify ground meat species using a simple and reliable technique, preferably not requiring extensive sample preparation ... Near-infrared spectroscopy combined wi...
Search for evidence of fuel laundering
Talanta
November 2019
We focussed on searching the possibility to distinguish between rebated excise duty diesel oil and deliberately laundered. Authentic diesel oil samples, i.e., containing Solvent Yellow 124 and Solv...
What happens with excise duty components when fuel is exposed to improper storage?
Fuel Processing Technology
September 2020
This research provides objective proof that excise duty components (Solvent Red 19 and Solvent Red 23), used as specific fuel markers, are vulnerable to degradation. This may happen not only when t...
Laboratory in our pocket
Talanta
January 2021
Thin-layer chromatography (TLC) is a technique used for the separation of complex mixtures. It is the cheapest and easy-to-perform analytical technique. Moreover, it requires a limited amount of ch...
Cost-effective monitoring of essential chemical elements in cultivated soil
Talanta
January 2023
This study illustrates the successful application of near-infrared reflectance spectroscopy extended with chemometric modeling to profile Cd, Cu, Pb, Ni, Cr, Zn, Mn, and Fe in cultivated and fertil...
Exploratory Analysis of Metabolomic Data
January 2018
Recent trends in the use of liquid fuel taggants and their analysis
TrAC Trends in Analytical Chemistry
February 2017
Counterfeit medicines pose a serious threat to public health
Journal of Pharmaceutical and Biomedical Analysis
August 2016
Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting...
Analytical and Bioanalytical Chemistry
January 2016
Chromatographic impurity fingerprinting of genuine and counterfeit Cialis® as a means t...
Talanta
January 2016
The Monte Carlo validation framework for the discriminant partial least squares model e...
The Analyst
January 2016
Expert system for monitoring the tributyltin content in inland water samples
Chemometrics and Intelligent Laboratory Systems
December 2015
Prediction of the hydrophilic antioxidant capacity of tomato pastes from the IR and flu...
Talanta
June 2015
Detection of discoloration in diesel fuel based on gas chromatographic fingerprints
Analytical and Bioanalytical Chemistry
November 2014
Metabolomics provide new insights on lung cancer staging and discrimination from chroni...
Journal of Pharmaceutical and Biomedical Analysis
November 2014
A rapid validation of the antioxidant capacity of food commodities based on their fluor...
Chemometrics and Intelligent Laboratory Systems
October 2014
Modeling of the total antioxidant capacity of rooibos (Aspalathus linearis) tea infusio...
Journal of Chromatography A
October 2014
Probing an Artificial Polypeptide Receptor Library Using a Series of Novel Histamine H3...
Combinatorial Chemistry & High Throughput Screening
January 2014
Clustering in Analytical Chemistry
Journal of AOAC International
January 2014
Identifying the illegal removal from diesel oil of certain chemical markers that design...
Fuel
January 2014
Revised DBSCAN algorithm to cluster data with dense adjacent clusters
Chemometrics and Intelligent Laboratory Systems
January 2013
Robust Methods in Analysis of Multivariate Food Chemistry Data
January 2013
Simultaneous determination of Solvent Yellow 124 and Solvent Red 19 in diesel oil using...
Talanta
November 2012
Controlling sugar quality on the basis of fluorescence fingerprints using robust calibr...
Chemometrics and Intelligent Laboratory Systems
January 2012
Dissimilarity partial least squares applied to non-linear modeling problems
Chemometrics and Intelligent Laboratory Systems
January 2012
Improvement of classification using robust soft classification rules for near-infrared ...
Chemometrics and Intelligent Laboratory Systems
November 2011
Impurity fingerprints for the identification of counterfeit medicines—A feasibility study
Analytica Chimica Acta
September 2011
Preface
Chemometrics and Intelligent Laboratory Systems
August 2011
Methods for the exploratory analysis of two-dimensional chromatographic signals
Talanta
January 2011
Avoiding spots detection in analysis of electrophoretic gel images
Chemometrics and Intelligent Laboratory Systems
November 2010
Automated alignment of one-dimensional chromatographic fingerprints
Journal of Chromatography A
October 2010
Multivariate discrimination of wines with respect to their grape varieties and vintages
European Food Research and Technology
July 2010
Comparative analysis of the chromatographic fingerprints of twenty different sage ( Sa...
Acta Chromatographica
December 2009
Recognizing paracetamol formulations with the same synthesis pathway based on their tra...
Analytica Chimica Acta
November 2009
Robust Methods in Qsar
October 2009
The Proteomic Analysis of Primary Cortical Astrocyte Cell Culture after Morphine Admini...
Journal of Proteome Research
October 2009
Automatic preprocessing of electrophoretic images
Chemometrics and Intelligent Laboratory Systems
July 2009
Matching 2D gel electrophoresis images with Matlab ‘Image Processing Toolbox’
Chemometrics and Intelligent Laboratory Systems
April 2009
Density-Based Clustering Methods
January 2009
Identification of similar and orthogonal chromatographic thin-layer systems for two-dim...
Acta Chromatographica
September 2008
Isotopic ratios to detect infringements of patents or proprietary processes of pharmace...
Journal of Pharmaceutical and Biomedical Analysis
September 2008
No-alignment-strategies for exploring a set of two-way data tables obtained from capill...
Journal of Chromatography A
May 2008
Near-infrared reflectance spectroscopy and multivariate calibration techniques applied ...
The Analyst
January 2008
Robust partial least squares model for prediction of green tea antioxidant capacity fro...
Journal of Chromatography A
December 2007
Target selection for alignment of chromatographic signals obtained using monochannel de...
Journal of Chromatography A
December 2007
Start-to-end processing of two-dimensional gel electrophoretic images
Journal of Chromatography A
July 2007
Robust SIMCA-bounding influence of outliers
Chemometrics and Intelligent Laboratory Systems
May 2007
Dealing with missing values and outliers in principal component analysis
Talanta
April 2007
Robust statistics in data analysis — A review
Chemometrics and Intelligent Laboratory Systems
February 2007
TOMCAT: A MATLAB toolbox for multivariate calibration techniques
Chemometrics and Intelligent Laboratory Systems
February 2007
From projection pursuit to other unsupervised chemometric techniques
Journal of Chemometrics
January 2007
Identifying potential biomarkers in LC-MS data
Journal of Chemometrics
January 2007
Use and abuse of chemometrics in chromatography
TrAC Trends in Analytical Chemistry
December 2006
Retention Prediction of Peptides Based on Uninformative Variable Elimination by Partial...
Journal of Proteome Research
July 2006
A comparison of three algorithms for chromatograms alignment
Journal of Chromatography A
June 2006
Evaluation of chemometric techniques to select orthogonal chromatographic systems
Journal of Pharmaceutical and Biomedical Analysis
April 2006
Peak Alignment of Urine NMR Spectra Using Fuzzy Warping
Journal of Chemical Information and Modeling
March 2006
Improving QSAR models for the biological activity of HIV Reverse Transcriptase inhibito...
Talanta
November 2005
Chemometrical exploration of an isotopic ratio data set of acetylsalicylic acid
Analytica Chimica Acta
November 2005
Prediction of total green tea antioxidant capacity from chromatograms by multivariate m...
Journal of Chromatography A
November 2005
Exploring and modelling the responses of electrospray and atmospheric pressure chemical...
Analytica Chimica Acta
September 2005
Explaining a presence of groups in analytical data in terms of original variables
Chemometrics and Intelligent Laboratory Systems
July 2005
Prediction of enantioselectivity using chirality codes and Classification and Regressio...
Analytica Chimica Acta
July 2005
Chemometrical exploration of the wet precipitation chemistry from the Austrian Monitori...
Journal of Environmental Management
March 2005
Multivariate adaptive regression splines—studies of HIV reverse transcriptase inhibitors
Chemometrics and Intelligent Laboratory Systems
June 2004
Density-based clustering for exploration of analytical data
Analytical and Bioanalytical Chemistry
March 2004
Classification and Regression TreesStudies of HIV Reverse Transcriptase Inhibitors
Journal of Chemical Information and Computer Sciences
March 2004
A methodology to detect outliers/inliers in prediction with PLS
Chemometrics and Intelligent Laboratory Systems
October 2003
A journey into low-dimensional spaces with autoassociative neural networks
Talanta
May 2003
Determining orthogonal chromatographic systems prior to the development of methods to c...
Journal of Chromatography A
February 2003
Projection methods in chemistry
Chemometrics and Intelligent Laboratory Systems
January 2003
On the Optimal Partitioning of Data with K-Means, Growing K-Means, Neural Gas, and Grow...
Journal of Chemical Information and Computer Sciences
November 2002
Representative subset selection
Analytica Chimica Acta
September 2002
Looking for Natural Patterns in Analytical Data. 2. Tracing Local Density with OPTICS
Journal of Chemical Information and Computer Sciences
May 2002
Looking for natural patterns in data
Chemometrics and Intelligent Laboratory Systems
May 2001
