Research page of Prof. Michał Daszykowski
Institute of Chemistry, University of Silesia in Katowice
9 Szkolna Street
40-006 Katowice, Poland
tel.: (+48) 32 359 11 28
e-mail: mdaszyk at us.edu.pl
Room 45
Research Gate profile, Google Scholar profile, Academia.edu profile, Kudos profile, ORCID ID: 0000-0003-0275-2751
Scientific keywords
chemometrics (exploratory data analysis, clustering, data mining, data modeling), hyperspectral imaging, chemical fingerprints, fraud detection, authentication, process analytical technology (PAT)
Research topics
applications and development of chemometric methods for chromatographic problems (chemometrics in chromatography), preprocessing of instrumental signals (denoising, baseline correction, and alignment of chromatographic signals), exploring and modeling chromatographic data obtained from hyphenated chromatographic techniques (HPLC-DAD, LC-MS, GC-MS, CE-MS, etc.), hyperspectral imaging, chemometric-supported detection of different type of counterfeiting, clustering, projection methods applied in chemistry, robust methods, calibration and classification, software development, modifications and optimizing speed of algorithms
Curriculum vitae
June 2000: MSc in Chemistry granted after five years at the University of Silesia in Katowice, Poland
09.2000-06.2003: Ph.D. student in chemistry at the University of Silesia in Katowice, Poland
09.2000-09.2003: Training period with the Chemometrics group of Prof. D.L. Massart at the Department of Pharmaceutical and Biomedical Analysis, Vrije Universiteit Brussel, Brussels, Belgium
06.2003: Ph.D. summa cum laude in Chemistry granted by University of Silesia in Katowice, Poland, based on the thesis entitled: "Exploration of multidimensional chemical data; methods of compression and visualization".
06.2003: The adjunct position in the Department of Chemometrics, Institute of Chemistry, the University of Silesia in Katowice, Poland
09.2003-10.2004: The postdoc stay at the Department of Pharmaceutical and Biomedical Analysis, Vrije Universiteit Brussel, Brussels, Belgium, with the Chemometrics group of Prof. D.L. Massart
06-09.2005: scientific stay at the Department of Analytical Chemistry and Pharmaceutical Technology, Vrije Universiteit Brussel, Brussels, Belgium
05-08.2009: scientific stay at Laboratory for Chemometrics, Department of Chemistry at Dalhousie University, Halifax, Canada, with Prof. Peter Wentzell
September 2009: scientific stay at the Department of Physical and Analytical Chemistry, Analytical Chemistry, Uppsala University, Sweden, with Prof. Rolf Danielsson, founded by the UPGOW project
10.2009-9.2012: Vice Head of the Institute of Chemistry, the University of Silesia in Katowice, Poland
26.11.2009: doctor of science in chemistry granted by Faculty of Chemistry, Jagiellonian University, Cracow, Poland
1.09.2012-31.08.2016: Head of the Institute of Chemistry, the University of Silesia in Katowice, Poland
since 1.10.2017: Head of Department of General Chemistry and Chromatography, the University of Silesia in Katowice, Poland
2018 Professor in chemistry
1.09.2016-31.08.2020: Vice-Rector for Finance and Development, the University of Silesia in Katowice, Poland
1.09.2020-31.08.2024: Vice-Rector for Science and Finance, the University of Silesia in Katowice, Poland
since 1.09.2024: Vice-Rector for Finance, the University of Silesia in Katowice, Poland
Awards
2003: PhD summa cum laude
2004: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
2005: The Foundation for Polish Science (FNP) award - a one-year scholarship granted each year to the outstanding young scientists of Polish nationality, upon evaluation of their academic achievement
2005: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland for the outstanding PhD thesis entitled: "Exploration of multidimensional chemical data; Methods of compression and visualization"
2006: The Foundation for Polish Science (FNP) award - a one-year extension of the FNP scholarship granted to the outstanding young scientists of Polish nationality, upon re-evaluation of their scientific activities in 2005
2006: conference grant provided by The Foundation for Polish Science (FNP) for attending The 10th International Conference on Chemometrics in Analytical Chemistry - CAC 2006 in Brazil
2006: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
2007: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
2007: A Team award granted by the Minister of Health of the Republic of Poland (The Medical University of Gdańsk: R. Kaliszan, A. Nasal, T. Baczek, M. Markuszewski, P. Wiczling, M. Marszall, K. Kawczak; The University of Silesia: M. Daszykowski)
2008: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
2009: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
2010: Scholarship of Ministry of Science RP for outstanding young scientists
2010: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
2012: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
2014: Individual award granted by the Rector of University of Silesia in Katowice, Katowice, Poland
Selected scientific activities
Editor of the special issue of Chemometrics and Intelligent Laboratory Systems entitled "Analytical Platforms for Providing and Handling Massive Chemical Data" (vol. 108, 2011)
Until 2011: Editor of Acta Chromatographica
Member of Editorial Board of Acta Chromatographica
Member of Editorial Board of Chemometrics and Intelligent Laboratory Systems
Member of Editorial Board of Molecules (Section Board for 'Applied Chemistry')
Member of the Scientific Board of the 4th conference "Chemometrics - Methods and Applications", Zakopane 2008, Poland
Member of the Commission of Chemometrics and Metrology in Chemistry, Committee of Analytical Chemistry of Polish Academy of Sciences
Co-organizer of the special session devoted to applications of chemometrics in separation sciences (the 31st conference on "Chromatographic methods of investigating the organic compounds", Szczyrk 4.06.2007, Poland)
Member of the Organizing Committee of the 31st conference on "Chromatographic methods of investigating the organic compounds", Szczyrk 4-6.06.2007, Poland
On an everyday basis, acts as a referee for several journals devoted to chemistry and chemometrics: Analytical Chemistry, Analytica Chimica Acta, Chemometrics and Intelligent Laboratory Systems, PLOS One, Metabolomics, Acta Chromatographica, Journal of Chemometrics, Journal of Chemical Information and Modeling, Talanta, Journal of Chromatography A, Journal of Planar Chromatography - Modern TLC (JPC), Vibrational Spectroscopy, Journal of Molecular Liquids, Electrophoresis, Journal of Near Infrared Spectroscopy (JNIRS), Journal of Separation Science, Analytical Methods, Pattern Recognition, Journal of Pharmaceutical and Biomedical Analysis, Chemical Engineering & Technology, Computers and Electronics in Agriculture, Central European Journal of Chemistry, Food Analytical Methods, Energy & Fuels, Meat Science, Spectrochimica Acta Part A:Molecular and Biomolecular Spectroscopy, Forensic Science International, Journal of Material Cycles and Waste Management, Applied Sciences, Food Chemistry, and Molecules.
Book chapters
Stanimirova, M. Daszykowski, Exploratory analysis of metabolomic data, in: J. Jaumot, C. Bedia, R. Tauler (Eds.), Comprehensive Analytical Chemistry, Elsevier, 2018: pp. 227–264. doi:10.1016/bs.coac.2018.08.005.
M. Daszykowski, Alignment of one- and two-dimensional chromatographic signals, in: Chemometrics in Chromatography, Ł. Komsta, Y. Vander Heyden, J. Sherma (Eds.), CRC Press, 2018, ISBN 9781498772532
I. Stanimirova, M. Daszykowski, Introduction to exploratory and clustering techniques, in: Chemometrics in Chromatography, Ł. Komsta, Y. Vander Heyden, J. Sherma (Eds.), CRC Press, 2018, ISBN 9781498772532
I. Stanimirova, M. Daszykowski, B. Walczak, Robust methods in analysis of multivariate food chemistry data, in F. Marini, Ed.: Chemometrics in Food Chemistry, Vol. 28, Data Handling in Science and Technology, Elsevier, 2013, pp. 315-340
B. Walczak, M. Daszykowski, Chemometria w proteomice i metabolomice, in Proteomika i metabolomika, A. Kraj, A. Drabik, J. Silberring (Eds.), WUW, Warszawa, 2010
M. Daszykowski, I. Stanimirova, B. Walczak, Robust methods in QSAR, in: Recent Advances in QSAR Studies: Methods and Applications, M.T.D. Cronin, J. Leszczynski, T. Puzyn (Eds.), Springer, 2010
M. Daszykowski, B. Walczak, Density-based clustering methods, S.D. Brown, R. Tauler, B. Walczak, Eds. in: "Comprehensive Chemometrics", vol. 2, Elsevier, 2009, pp. 635-654
M. Daszykowski, B. Walczak, Analiza czynników głównych i inne metody eksploracji danych, in: A. Parczewski and D. Zuba, eds., Chemometria w analityce, IES, Kraków, 2008 (ISBN 83-87425-13-3)
I. Stanimirova, M. Daszykowski, B. Walczak, Metody uczenia z nadzorem - kalibracja, dyskryminacja i klasyfikacja, in: A. Parczewski and D. Zuba, eds., Chemometria w analityce, IES, Krakow, 2008 (ISBN 83-87425-13-3)
B. Walczak, M. Daszykowski, Metody kompresji i wizualizacji wielowymiarowych danych chemicznych, Proceedings II Conference "Chemometria - metody i zastosowania", Krakow (2003), pp. 78-99
Patents
R. Sitko, B. Zawisza, M. Daszykowski, I. Stanimirova-Daszykowska, Determination of FAME in fuels (Sposób oznaczania zawartości metylowych estrów kwasów tłuszczowych (FAME) w paliwach). Patent no. 215606 (24.06.2013)
J. Orzel, M. Daszykowski, Simultaneous determination of solvent yellow 124 and solvent red 19 in diesel oil or solvent red 164 or solvent blue 35 in diesel oil (Sposób równoczesnego lub pojedynczego oznaczania zawartości znacznika Solvent Yellow 124 i barwnika Solvent Red 19 lub Solvent Red 164 lub Solvent Blue 35 w oleju napędowym), Patent no. 223510 (2.12.2015)
Given lectures
L. Pieszczek, M. Daszykowski, Combining hyperspectral non-homogeneity measures and a one-class classification concept, Conferentia Chemometrica 2023, Sopron (12 September 2023), Hungary
M. Daszykowski, L. Pieszczek, I. Stanimirova, S. Krzebietke, H. Czarnik-Matusewicz, Chemometric modeling of vital soil parameters, Conferentia Chemometrica 2023, Sopron (12 September 2023), Hungary (invited lecture)
M. Daszykowski, Benefits of the second-order advantage, QUO VADIS Life Sciences conference, University of Opole, Opole (23-27.06.2021), Poland
Ł. Pieszczek, M. Daszykowski, TLC identification of inks enhanced with the multiwavelength imaging and multivariate image analysis, Szczyrk (19-22 June 2018), Poland
M. Daszykowski, Construction and validation of classification/discrimination models based on metabolomic data, Metabolomics Circle 2017, Wrocław University of Science and Technology, Wrocław (17 November 2017), Poland
M. Daszykowski, Monte Carlo validation of classification/discrimination models, Conferentia Chemometrica 2017, Gyöngyös-Farkasmály (4 August 2017), Hungary (invited lecture)
Ł. Pieszczek, M. Daszykowski, Dwuwymiarowe metody segmentacji obrazów hiperspektralnych, Chemometria i metroligia w analityce, Poznań (1-3 March 2017), Poland
J. Orzel, M. Daszykowski, B. Krakowska, I. Grabowski, M. Sznajder, Analiza chromatograficznych odcisków palca oleju napędowego o obniżonej akcyzie poddanego procesom odbarwiania, Chemometria i metroligia w analityce, Poznań (1-3 March 2017), Poland
M. Daszykowski, Identification of potential markers based on chemical fingerprints, The 12th International Conference on Biomolecules: Identification and Functions, Kraków (21 October 2016), Poland (invited lecture)
K. Drab, M. Daszykowski, Wprowadzenie nowej miary podobieństwa w celu porównywania dwuwymiarowych chromatograficznych odcisków palca, IV Ogólnopolska Konferencja dla Studentów i Doktorantów, Chorzów (18 September 2015), Poland
M. Daszykowski, Konstrukcja modeli diagnostycznych w oparciu o chemiczne odciski palca, Międzyresortowy Instytut Techniki Radiacyjnej, Politechnika Łódzka, Łódź (16 June 2015), Poland (invited lecture)
D. Custers, B. Krakowska, P. Courselle, M. Daszykowski, S. Apers, E. Deconinck, Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit Viagra®, the XXXVIIIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (28 May 2015), Poland
J. Orzel, M. Daszykowski, PLS and n-PLS for modelling the total antioxidant capacity of food extracts using excitation emission fluorescence spectroscopy, PLS 2014, Paris (19-21 May 2014), France
K. Drab, M. Daszykowski, grupowanie i współgrupowanie kompleksowych danych chemicznych, Spring Meeting of Polish Chemistry Students, Zawoja (9-13 April 2014), Poland
B. Krakowska, J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Wykrywanie procederu fałszowania oleju napędowego przy użyciu metod chemometrycznych, Spring Meeting of Polish Chemistry Students 2014, Zawoja (9-13 April 2013), Poland
J. Orzel, M. Daszykowski, Prosta i szybka metoda analizy antyoksydantów w żywności, Spring Meeting of Polish Chemistry Students 2014 (9-13 April 2013), Zawoja, Poland
M. Daszykowski, Chemometric processing of chemical fingerprints, Analytica 2014 (3 April 2014) Munchen, Germany (invited lecture)
A. Bąk, M. Daszykowski, J. Polański, P. Ciosek, K. Kieć-Kononowicz, J. Frączyk, B. Kolesińska, Z.J. Kamiński, Probing artificial polypeptide receptor library by a series of novel histamine H3 receptor ligands, the 22nd Polish Peptide Symposium, (2 September 2013) Kudowa-Zdrój, Poland
M. Daszykowski, Chemometria w kontroli procesow, the 5th Polish conference on "Chemometrics - Methods and Applications" (18-21 October 2012) Zakopane, Poland
J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, B. Walczak, Metoda rownoczesnego oznaczania dodatkow akcyzowych do oleju napedowego, the 5th Polish conference on "Chemometrics - Methods and Applications" (18-21 October 2012) Zakopane, Poland
J. Orzel, M. Daszykowski, D. de Beer, E. Joubert, A.E. Schluze, T Beelders, A.J. de Villiers, B. Walczak, Opracowanie sprawnej metody wyznaczania zdolnosci antyoksydacyjnej naparow herbaty w oparciu o dane chromatograficzne, the 55th PTChem and SITPChem Meeting (16-20 September 2012) Bialystok, Poland
J. Orzel, M. Daszykowski, M. Bartoszek, J. Polak, B. Walczak, Czy piwo fluoryzuje i co z tego wynika?, Spring Meeting of Polish Chemistry Students 2012 (18-22 April 2012) Lazy, Poland
M. Daszykowski, Chemometric Challenges in Metabolomics, The 2011 Eastern Analytical Symposium, Somerset, USA, 16 November 2011 (invited lecture)
J. Orzel, M. Daszykowski, B. Walczak, Porownanie metod kalibracyjnych klasycznej i elastycznej w kontekscie mozliwosci ich zastosowan w analityce procesowej, the 54th PTChem and SITPChem Meeting (18-22 September 2011) Lublin, Poland
B. Walczak, M. Daszykowski, From data to knowledge, The 2nd Polish Congress of Biochemistry and Cell Biology, Krakow, Poland, 5-9 September, 2011 (invited lecture)
M. Daszykowski, J. Orzel, Modelowanie danych spektroskopowych, XV Polish Symposium on applications of spectroscopic methods for investigation of materials and chemical compounds, the Poznan University of Economics, Poznan, 25 May 2011 (invited lecture)
M. Daszykowski, Chemometric processing of one- and two-dimensional chromatographic fingerprints, The 12th International Conference on Chemometrics in Analytical Chemistry, Antwerp (21 October 2010), Belgium (invited lecture)
M. Daszykowski, Chemometric analysis of NIR data, XIV Polish Symposium on applications of spectroscopic methods for investigation of materials and chemical compounds, the Poznań University of Economics, Poznań (27 May 2010), Poland (invited lecture)
M. Daszykowski, Challenges in handling complex metabolomic data, Seventh Winter Symposium on Chemometrics (17 February 2010), St. Petersburg, Russia (invited lecture)
M. Daszykowski, Chemometrics handling of X-MS data, Workshop "LC-MS based metabolomics - data processing and modeling", Computational Life Science Cluster, Umea University, Umea, (14 January 2010) Sweden (invited lecture)
M. Daszykowski, Chemometrics in Katowice, Department of Physical and Analytical Chemistry, Analytical Chemistry, Uppsala University, (25 September 2009), Sweden
M. Daszykowski, From chromatographic fingerprints to potential biomarker discovery, National Research Council, Halifax, (21 August 2009), Canada (invited lecture)
M. Daszykowski, B. Walczak, Comparison of 2D gel electropherograms - a start-to-end strategy, Atlantic Omics Symposium and Expo, Moncton (18.06.2009), Canada (invited lecture)
I. Stanimirova, M. Daszykowski, B. Walczak, Metody uczenia z nadzorem - kalibracja, dyskryminacja i klasyfikacja, The 4th Conference: "Chemometrics - Methods and Applications", Zakopane (24.10.2008), Poland
M. Daszykowski, B. Walczak, Analiza czynników głównych i inne metody eksploracji danych, The 4th Conference: "Chemometrics - Methods and Applications", Zakopane (24.10.2008), Poland
M. Wróbel, M. Daszykowski, B. Walczak, Extracting relevant information for modeling a given property, The 4th Conference: "Chemometrics - Methods and Applications", Zakopane (25.10.2008), Poland
M. Daszykowski, Principal component analysis - theory and applications, Max-Born Institute, 20 May 2008, Berlin, Germany (invited lecture)
M. Daszykowski, The comparative analysis of chromatographic signals - perspectives and applications in medicine and pharmacy, Silesian Piasts University of Medicine in Wrocław, Chair and Department of Clinical Pharmacology (19 March 2008), Wrocław (invited lecture)
M. Daszykowski, Analysis of chromatographic fingerprints - challenge for chemometrics, Institute of Chemistry (28 January 2008), Katowice, Poland (invited lecture)
M. Daszykowski, B. Walczak, Facing the LC-MS data, the XXXIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (6.06.2007), Poland
M. Daszykowski, Analysis of analytical data from chemometric point of view, Institute of Forensic Research (20 March 2007), Cracow, Poland (invited lecture)
M. Daszykowski, B. Walczak, Unsupervised exploration of data structure, The 3rd Conference: "Chemometrics - Methods and Applications", Zakopane (20 October 2006) Poland
M. Daszykowski, B. Walczak, The NIR data - a challenge for chemometrics, The 3rd Conference: "Chemometrics - Methods and Applications", Zakopane (22 October 2006) Poland
M. Daszykowski, I. Stanimirova, B. Walczak, From Projection Pursuit to PCA, robust PCA, ICA and other approaches, The 10th International Conference on Chemometrics in Analytical Chemistry CAC-2006, Aguas de Lindoia (14 September 2006), Sao Paulo, Brazil
M. Daszykowski, I. Stanimirova, B. Walczak, Classification of samples using chromatographic data, The Jubilee XXXth Symposium "Chromatographic methods of investigating the organic compounds", Szczyrk (13 June 2006) Poland
M. Daszykowski, B. Walczak, Chemometryczna analiza danych z bliskiej podczerwieni, NIR-zastosowanie w analizie chemicznej, (11 May 2006), Poznan, Poland (invited lecture)
I. Stanimirova, K. Kaczmarek, M. Daszykowski, B. Walczak, Robust exploratory data analysis dealing with outliers, missing values and censored data, the 2nd annual TRACE meeting, Prague (24-26 April 2006) Czech Republic
A.M. van Nederkassel, M. Daszykowski, J. Smeyers-Verbeke, Y. Vander Heyden, Chemometric exploration of the paracetamol fingerprint chromatograms" RTD Project: Analytical strategy to detect infringement of patents or proprietary processes of pharmaceuticals and fine chemicals (Counterpharm), Final Meeting (6-7 March 2006) - INETI, Lisbon, Portugal
A.M. van Nederkassel, M. Daszykowski, Y. Vander Heyden, Statistical analysis of trace impurity data from paracetamol samples, RTD Project: Analytical strategy to detect infringement of patents or proprietary processes of pharmaceuticals and fine chemicals (Counterpharm), Third Year Meeting (25 November 2005) - ESPCI, Paris, France
M. Daszykowski, Y. Vander Heyden, Exploratory Toolbox, ChemoAC meeting (17 June 2005), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, D.L. Massart, Principal Component Analysis in chemical applications, Second Technology Transfer Workshop, CTL (13 July 2004), Prague, Czech Republic
M. Daszykowski, I. Stanimirova, B. Walczak, F. Daeyaert, P. Lewi, Robust modeling of Reverse Transcriptase HIV inhibitors, ChemoAC meeting (11 June 2004), Vrije Universiteit Brussel, Brussels, Belgium
B. Walczak, M. Daszykowski, Aspects of baseline correction, denoising and Signals alignment in Chromatography, The XXVIIth Symposium "Chromatographic methods of investigating the organic compounds", 7 June 2004, Szczyrk, Poland
B. Walczak, M. Daszykowski, An overview of Projection Methods, 2nd Conference on Information Systems in Chemistry SIC 2003 (23-25 October) Rzeszów, Poland
B. Walczak, M. Daszykowski, Compression and visualization methods for multidimensional chemical data, Chemometria - metody i zastosowania (16-19 October) Zakopane, Poland
M. Daszykowski, B. Walczak, Exploratory analysis - the first step in knowledge discovery, Industrial Chemometrics: Achievements and Promises; VICIM symposium (27 March 2003), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Exploratory toolbox, ChemoAC meeting (26 March 2003), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, P. Lewi, Exploratory analysis of Anti HIV drug data, ChemoAC meeting (21 November 2002), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, Eksploracja wielowymiarowych danych chemicznych; metody kompresji i wizualizacji, (4 October 2002), The University of Silesia, Katowice, Poland
M. Daszykowski, B. Walczak, D.L. Massart, Exploring data structure with density-based approaches, CAC-2002 (22-26 September 2002), Seattle, USA
M. Daszykowski, B. Walczak, The selection of representative samples, ChemoAC meeting (7-8 November 2001), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, OPTICS a methodology to analyse data structure, ChemoAC meeting (25-26 April 2001), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, J.A. Fernandez Pierna, Methods for outlier detection in prediction and Natural Patterns approach, ChemoAC meeting (7-8 November 2000), Vrije Universiteit Brussel, Brussels, Belgium
Given courses
Two-day course entitled ”Introduction to statistics for chemists” for the PhD students and research staff of the Biotechnology Center Consortium, which has the status of a Leading National Research Center (KNOW), Faculty of Chemistry, Wroclaw University of Technology, Wrocław, Poland (21-22.11.2015)
Two-day course entitled ”Chemometrics” for the PhD students and research staff of the Biotechnology Center Consortium, which has the status of a Leading National Research Center (KNOW), Faculty of Chemistry, Wroclaw University of Technology, Wrocław, Poland (12-13.12.2015)
Chemometrics in forensic sciences, The 7th FORSTAT Workshop, 2nd July 2013, Kraków, Poland
Chemometrics in food chemistry; 4 day course, Bee Research Institute, Chinese Academy of Agricultural Sciences, Beijing, P. R. China
Principal component analysis; 1.5 hrs training session, Max-Born Institute, 20 May 2008, Berlin, Germany
Exploration and visualization of multivariate chemical data; five hours course for PhD students from Poznan University of Technology, 31.01-1.02.2008, Poznan University of Technology, Poznan, Poland
Exploratory data analysis; four hours of training session and three hours of computer lab organized within the Sixth Framework Programme of the European Union, project TRACE - "TRAcing food Commodities in Europe" (project no. FOOD-CT-2005-006942), 7 May 2007, Vrije Universiteit Brussel, Brussels, Belgium
SIMCA; one hour training session organized within the Sixth Framework Programme of the European Union, project TRACE - "TRAcing food Commodities in Europe" (project no. FOOD-CT-2005-006942), 11 May 2007, Vrije Universiteit Brussel, Brussels, Belgium
Exploratory data analysis; Training session (four hours) organized within the Sixth Framework Programme of the European Union, project TRACE - "TRAcing food Commodities in Europe" (project no. FOOD-CT-2005-006942), 8-12 May 2006, Vrije Universiteit Brussel, Brussels, Belgium
A three hours course on "Exploration and visualization of multivariate chemical data", Centrum Kongresowe Instytutu Ochrony Roślin, 28 November 2006, Poznań, Poland
Posters
L. Pieszczek, M. Daszykowski, Near-infrared hyperspectrogram: a novel sample representation concept for rigorous drug quality control, Analytical Research Forum, Royal Society of Chemistry, London (18 June 2024), UK
M. Daszykowski, W. Nowak, Szybka i nieinwazyjna ocena zawartości wilgoci w deskach sosnowych za pomocą spektroskopii w zakresie bliskiej podczerwieni, XIV Seminarium Naukowe „Aktualne Problemy Chemii Analitycznej”, Instytut Chemii, Katowice (17 May 2024), Poland
M. Daszykowski, L. Pieszczek, I. Stanimirova, S. Krzebietke, H. Czarnik-Matusewicz, Monitorowanie zawartości niektórych metali ciężkich i estymacja istotnych parametrów określających stan gleb uprawnych za pomocą spektroskopii w zakresie bliskiej podczerwieni, XIV Seminarium Naukowe „Aktualne Problemy Chemii Analitycznej”, Instytut Chemii, Katowice (17 May 2024), Poland
M. Kula, M. Daszykowski, I. Stanimirova, Ilościowa i jakościowa analiza zafałszowań suszonego granulatu czosnku przy użyciu spektroskopii w zakresie bliskiej podczerwieni, XIV Seminarium Naukowe „Aktualne Problemy Chemii Analitycznej”, Instytut Chemii, Katowice (17 May 2024), Poland
L. Pieszczek, M. Daszykowski, Hiperspektrogram: nowa reprezentacja obrazu hiperspektralnego jako narzędzie technologii analizy procesu (PAT) w przemyśle farmaceutycznym, XIV Seminarium Naukowe „Aktualne Problemy Chemii Analitycznej”, Instytut Chemii, Katowice (17 May 2024), Poland
P. Dziki, M. Daszykowski, Kontrola jakości zadrukowanej powierzchni wielobarwnej z wykorzystaniem widm hiperspektaralnych rejestrowanych w zakresie widzialnym, XIV Seminarium Naukowe „Aktualne Problemy Chemii Analitycznej”, Instytut Chemii, Katowice (17 May 2024), Poland
P. Dziki. L. Pieszczek, K. Rybicka, M. Daszykowski, Toward more efficient and effective color quality control in the large-scale printing process, Conferentia Chemometrica 2023, Sopron (10-13 September 2023), Hungary
P. Dziki. K. Rybicka, M. Daszykowski, Testing the quality of printed products using hyperspectral cameras and chemometrics, European Open Science Forum, Katowice (15 July 2022), Poland
M. Knaś, M. Daszykowski, TLC separation and identification of amino acids in a mixture - an exercise proposal, Szczyrk (19-22 June 2018), Poland
J. Orzel, M. Daszykowski, I. Stanimirova, P. Młynarz, D. Prukala, Evaluating the influence of the UV radiation, temperature and time of storage upon the stability of Solvent Red 19 using the design of experiments approach, Szczyrk (19-22 June 2018), Poland
J. Orzel, M. Daszykowski, Chromatographic and chemometric methods for tracing illegal removal of fiscal markers from diesel oil fuel, Szczyrk (19-22 June 2018), Poland
L. Pieszczek, M. Daszykowski, Strategia tworzenia klasyfikatorów w wariancie jednoklasowym w oparciu o obrazy hiperspektralne przetwarzalnych odpadów plastikowych, The 12th science seminar "Actual problems in analytical chemistry", Katowice (11 May 2018), Poland
W. Synoradzki, M. Dzida, E. Zorębski, M. Żarska, M. Zorębski, M. Daszykowski, M. Musiał, Ł. Burchacki, Wpływ temperatury zacierania ziarna na właściwości fizykochemiczne piwa gatunku Pale Ale, The 12th science seminar "Actual problems in analytical chemistry", Katowice (11 May 2018), Poland
J. Orzel, M. Daszykowski, Analysis of physicochemical changes of three red diazo dyes exposed to intensive UV light radiation, Euroanalysis, Stockholm (28 August - 1 September 2017), Sweden
P. Matuszewski, A. Ząbek, P. Młynarz, M. Banasik, K. Kościelska-Kasprzak, E. Piątkowska, M. Daszykowski, Monitorowanie stanu pacjentów po transplantacji nerki w oparciu o analizę profili metabolicznych, The 11th science seminar "Actual problems in analytical chemistry", Katowice (12 May 2017), Poland
L. Pieszczek, M. Daszykowski, Eksploracja obrazów hiperspektralnych wspomagana dwuwymiarowymi metodami segmentacji obrazów, The 11th science seminar "Actual problems in analytical chemistry", Katowice (12 May 2017), Poland
A. Psiuk, M. Daszykowski, Analiza procesu wymywania bisfenolu A z poliwęglanowych odpadów polimerowych w układzie modelowym, The 11th science seminar "Actual problems in analytical chemistry", Katowice (12 May 2017), Poland
Ł. Pieszczek, M. Daszykowski, Technika progowania Bradleya do maskowania obrazów hiperspektralnych, Seminarium: Samoorganizacja, mikroskopia, spektroskopia, Kraków (6-7 October 2016), Poland
A. Psiuk, M. Daszykowski, Migracja bisfenolu A z polimeru do środowiska, V ogólnopolska konferencja dla młodych naukowców, Chorzów (16 September 2016), Poland
Ł. Pieszczek, M. Daszykowski, Obrazowanie hiperspektralne w zakresie bliskiej podczerwieni do badania różnic w składzie chemicznym ryżu, Pomiędzy Naukami, V ogólnopolska konferencja dla młodych naukowców, Chorzów (16 September 2016), Poland
J. Orzel, M. Daszykowski, Badanie stabilności barwnika Solvent Red 19 pod wpływem promieniowania UV oraz temperatury, V ogólnopolska konferencja dla młodych naukowców, Chorzów (16 September 2016), Poland
M. Daszykowski, B. Krakowska, J. Orzel, I. Stanimirova, M. Sznajder, M. Zaleszczyk, I. Grabowski, Tracing illegal removal of fiscal markers from diesel fuel based on chromatographic fingerprints and their chemometric modelling, CAC 2016 - The 16th Chemometrics in Analytical Chemistry, Barcelona (6-10 June 2016), Spain
A. Psiuk, M. Daszykowski, Determination of Acrylamide in Real Samples, The 39th Symposium "Chromatographic Methods of Investigating the Organic Compounds", Szczyrk (1-3 June 2016), Poland
B. Krakowska, J. Orzel, I. Stanimirova, M. Sznajder, M. Zaleszczyk, I. Grabowski,M. Daszykowski, Studying the changes of excise duty components in diesel oil samples under influence of a reducing agent using gas chromatography with nitrogen chemiluminescence detector, The 39th Symposium "Chromatographic Methods of Investigating the Organic Compounds", Szczyrk (1-3 June 2016), Poland
J. Orzel, M. Daszykowski, Chromatographic methods for qualitative evaluation of oxidative stress markers in urine samples, The 39th Symposium "Chromatographic Methods of Investigating the Organic Compounds", Szczyrk (1-3 June 2016), Poland
M. Gajewski, Ł. Pieszczek, M. Daszykowski, Badanie potencjału odbiciowej spektrofotometrii UV/VIS ze sferą całkującą w analizie klasyfikacyjnej wybranych, komercyjnie dostępnych w Polsce atramentów do piór wiecznych, The 10th science seminar "Actual problems in analytical chemistry", Katowice (13 May 2016), Poland
J. Orzel, M. Daszykowski, Izoprostany jako markery stresu oksydacyjnego, X science seminar: Current problems in analytical chemistry, Katowice (13 May 2016), Poland
B. Krakowska, J. Orzeł, A. Czarny, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Wykrywanie nielegalnego procederu odbarwiania oleju napędowego przy użyciu metod chemometrycznych, X science seminar: Current problems in analytical chemistry, Katowice (13 May 2016), Poland
A. Psiuk, J. Orzel, M. Daszykowski, Oznaczanie zawartości akrylamidu w produktach spożywczych za pomocą spektroskopii fluorescencyjnej, The 58th PTChem and SITPChem Meeting, Gdansk (21-25 September 2015), Poland
B. Krakowska, M. Daszykowski, Wykorzystanie metod chemometrycznych w kontroli autentyczności wybranych produktów, Pomiędzy naukami, IV Ogólnopolska Konferencja dla Studentów i Doktorantów, Chorzów (18 September 2015), Poland
A. Psiuk, J. Orzel, M. Daszykowski, Analiza probek rzeczywistych pod katem zawartosci akrylamidu, Pomiędzy naukami, IV Ogólnopolska Konferencja dla Studentów i Doktorantów, Chorzów (18 September 2015), Poland
Ł. Pieszczek, M. Daszykowski, Porównanie jakości modeli chemometrycznych SIMCA i OCPLS na podstawie widm próbek mięs w bliskiej podczerwieni, Pomiędzy naukami, IV Ogólnopolska Konferencja dla Studentów i Doktorantów, Chorzów (18 September 2015), Poland
A. Psiuk, J. Orzel, M. Daszykowski, Analiza probek rzeczywistych pod katem zawartosci akrylamidu, Physicists and Chemists meeting, Chorzow (18 September 2015), Poland
K. Drab, M. Daszykowski, A new similarity measure for comparative analysis of two-way chromatographic fingerprints, the XXXVIIIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (28 May 2015), Poland
A. Psiuk, J. Orzeł, M. Daszykowski, Determination of acrylamide in coffee samples using the fluorescence spectroscopy extended with chemometric modeling approaches as a simple and cost-effective alternative to separation-based methods, the XXXVIIIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (28 May 2015), Poland
J. Orzel, M. Daszykowski, Qualitative evaluation of excise duty marker Solvent Yellow 124 in diesel oil samples, the XXXVIIIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (28 May 2015), Poland
P. Matuszewski, M. Daszykowski, Detection of ovarian cancer based on metabolomic data obtained from liquid chromatography coupled with mass spectrometry, the XXXVIIIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (28 May 2015), Poland
B. Krakowska, M. Daszykowski, K. Fabiańczyk, M. Korzeń, Identification of tributyltin in environmental water samples supported by means of discriminant models, the XXXVIIIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (28 May 2015), Poland
Ł. Pieszczek, M. Daszykowski, Wykorzystanie spektroskopii w bliskiej podczerwieni do weryfikacji etykiet klas próbek mięs, IX science seminar: Current problems in analytical chemistry, Katowice (15 May 2015), Poland
K. Drab, M. Daszykowski, Nowa miara podobieństwa do porównywania dwuwymiarowych chromatograficznych odcisków palca, IX science seminar: Current problems in analytical chemistry, Katowice (15 May 2015), Poland
B. Krakowska, D. Custers, E. Deconinck, M. Daszykowski, Wykorzystanie profilowania zanieczyszczeń do potwierdzenia autentyczności Viagry, IX science seminar: Current problems in analytical chemistry, Katowice (15 May 2015), Poland
J. Orzeł, M. Daszkowski, Ocena zdolności antyoksydacyjnej kawy, IX science seminar: Current problems in analytical chemistry, Katowice (15 May 2015), Poland
A. Psiuk, J. Orzeł, M. Daszkowski, Fluorescencyjne oznaczanie akrylamidu w wybranych produktach spożywczych, IX science seminar: Current problems in analytical chemistry, Katowice (15 May 2015), Poland
J. Orzel, M. Daszykowski, Metoda oznaczania kwasu mlekowego z wykorzystaniem sondy fluorescencyjnej, Winter Meeting of Polish Chemistry Students 2014, Wroclaw (13 December 2014), Poland
K. Drab, M. Daszykowski, Porównanie efektywności metod współgrupowania danych i grupowania dwukierunkowego, Physicists and Chemists meeting, Chorzow (26 September 2014), Poland
B. Krakowska, M. Daszykowski, Wykorzystanie metod chemometrycznych w kontekście kontroli jakości produktów farmaceutycznych, Physicists and Chemists meeting, Chorzów (26 September 2014), Poland
K. Drab, M. Daszykowski, Co-clustering of chromatographic data, The XXXVIIIth Symposium Chromatographic methods of investigating the organic compounds, Szczyrk (11-13 June 2015), Poland
B. Krakowska, I. Stanimirova, D. Custers, E. Deconinck, M. Daszykowski, Detection of counterfeit medicines based on chromatographic impurity profiles, The XXXVIIth Symposium Chromatographic methods of investigating the organic compounds, Szczyrk (11-13 June 2014), Poland
K. Drab, M. Daszykowski, Metody współgrupowania jako przydatne narzędzie w identyfikacji potencjalnych markerów na podstawie danych chemicznych, VIII science seminar: Current problems in analytical chemistry, Katowice (16 May 2014), Poland
B. Krakowska, I. Stanimirova, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Porównanie metod wyboru zmiennych na przykładzie ich zastosowania do budowy modelu dyskryminacyjnego, VIII science seminar: Current problems in analytical chemistry, Katowice (16 May 2014), Poland
J. Orzel, I. Stanimirova, M. Daszykowski, A novel method for rapid evaluation of total antioxidant capacity of food commodities based on nondestructive fluorescence measurements supported by chemometric modeling, Food Analysis Congress, Barcelona (29-30 October 2014), Spain
J. Orzel, M. Daszykowski, Porównanie metodyk oznaczenia kwasu mlekowego z wykorzystaniem technik spektroskopowych, Physicists and Chemists meeting, Chorzow (26 September 2014), Poland
J. Orzel, I. Stanimirova, M. Daszykowski, Modelowanie sygnałów spektroskopowych w kontekście oceny zdolności antyoksydacyjnej past pomidorowych, The 57th PTChem and SITPChem Meeting, Czestochowa (14-18 September 2014), Poland
J. Orzel, M. Daszykowski, Identification of geographical origin of Indian opium on the basis of amino acid profiles, The XXXVIIth Symposium Chromatographic methods of investigating the organic compounds, Szczyrk (11-13 June 2014), Poland
J. Orzel, I. Stanimirova, M. Daszykowski, Ocena zdolności antyoksydacyjnej przecierów pomidorowych, VIII science seminar: Current problems in analytical chemistry, Katowice (16 May 2014), Poland
B. Krakowska, J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Partial Least Squares for detection of diesel oil adulteration, PLS 2014, Paris (19-21 May 2014), France
B.Krakowska, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Zastosowanie metod chemometrycznych do wykrywania procederu fałszowania oleju napędowego, Winter Meeting of Polish Chemistry Students 2013, Łódź (7 December 2013), Poland
J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Analiza dwuwymiarowych widm fluorescencyjnych odbarwionego oleju napędowego o obniżonej akcyzie, Winter Meeting of Polish Chemistry Students 2013, Łódź (7 December 2013), Poland
K. Drab, M. Daszykowski, Wspólgrupowanie danych - prawda czy mit?, SSPtechem Meeting, Łódź (7 December 2013), Poland
J. Orzel, M. Daszykowski, Fluorescence spectroscopy imaging as a method for total antioxidant capacity evaluation, Recent Advances in Food Analysis, Prague (5-8 November 2013), Czech Republic
J. Orzel, M. Daszykowski, Studium właściwości spektralnych fluoresceiny w zaleznosci od otoczenia chemicznego, Physicists and Chemists meeting, Chorzow (27 September 2013), Poland
B. Krakowska, M. Daszykowski, Wykorzystanie metod chemometrycznych w analizie jakości wybranych produktów, Physicists and Chemists meeting, Chorzow (27 September 2013), Poland
K. Drab, M. Daszykowski, Czy można badać pochodzenie geograficzne próbek opium na podstawie składu aminokwasów?, 56. PTChem i SITPchem Meeting, Siedlce (16-20 September 2013), Poland
B. Krakowska, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Comparative analysis of diesel oil samples of different origin based on chromatographic fingerprints, The XXXVIth Symposium nt. Chromatograficzne metody badania związków organicznych, Szczyrk (5 June 2013), Poland
J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Badanie właściwości fluorescencyjnych odbarwionego oleju o obniżonym podatku akcyzowym, The VIIth science seminar: Current problems in analytical chemistry (17 May 2013) Katowice, Poland
B. Krakowska, J. Orzel. M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Wykrywanie procederu fałszowania oleju napędowego przy użyciu metod chemometrycznych, VII science seminar: Current problems in analytical chemistry, Katowice (17 May 2013), Poland
J. Orzel, M. Daszykowski, M. Bartoszek, J. Polak, A. Pedziwiatr, J. Spaltenstein, Wyznaczanie zdolności antyoksydacyjnej nalewek alkoholowych, Spring Meeting of Polish Chemistry Students 2013, Augustów (11-18 April 2013), Poland
J. Orzel, M. Daszykowski, Chemometria w chemii analitycznej - kalibracja wieloparametrowa, Physicists and Chemists meeting, Chorzow (5 October 2012), Poland
J. Orzel, M. Daszykowski, B. Walczak, Chemometria w chemii analitycznej - kalibracja wieloparametrowa, Between sciences - Physicists and Chemists meeting, Chorzow (5 October 2012), Poland
J. Orzel, M. Daszykowski, B. Walczak, Simultaneus determination of Slovent Yellow 124 and Solvent Red 19 in diesel oil using fluorescence spectroscopy and chemometrics, The 13th International Conference on Chemometrics in Analytical Chemistry (25-29 June 2012) Budapest, Hungary
J. Orzel, M. Daszykowski, B. Walczak, Zaawansowane pomiary instrumentalne i metody ich modelowania na przykladzie fluorescencyjnych obrazow, VI science seminar: Current problem of analytical chemistry (18 May 2012) Katowice, Poland
T. Tran, G. van Kessel, M. Daszykowski, Revised DBSCAN clustering for dense clusters, ICRM 2011, Nijmegen (27 September 2011), The Netherlands
J. Orzel, M. Daszykowski, B. Walczak, Reprezentatywnosc danych a wlasciwosci modeli kalibracyjnych, the 54th PTChem and SITPChem Meeting, Lublin (18-22 September 2011), Poland
K. Drab, L. Adam, M. Daszykowski, A. Smolinska, L. Blanchet, L. Buydens, B. Walczak, Okreslenie wplywu minocykliny na stwardnienie rozsiane za pomoca analizy wariancji, 54th PTChem and SITPChem Meeting, Lublin (18-22 September 2011), Poland
L. Adam, K. Drab, M. Daszykowski, A. Smolinska, L. Blanchet, L. Buydens, Konstrukcja modeli dyskryminacyjnych dla probek plynow biologicznych w oparciu o widma 1H NMR, 54th PTChem and SITPChem Meeting, Lublin (18-22 September 2011), Poland
H. Czarnik-Matusewicz, L. Adam, M. Daszykowski, Amphoteric emulsifiers: chemometric evaluation of casein quality using near infrared reflectance spectroscopy, The 2nd Polish scientific symposium on quality assessment of pharmaceutical including methods used for the solid phase analysis, (15-16 September 2011) Gdansk, Poland
P.-Y. Sacre, E. Deconinck, M. Daszykowski, P. Courselle, R. Vancauwenberghe, P. Chiap, J. Crommen, J. De Beer, Impurity fingerprints for identification of counterfeit medicines - a feasibility study, HPLC2011, Budapest (19-23 June 2011), Hungary
(This poster has been nominated for the best poster award during the HPLC2011 congress with 25 other posters among 798)
J. Orzel, M. Daszykowski, B. Walczak, Chemometria w kalibracji danych fluorescencyjnych, XV Polish Symposium on applications of spectroscopic methods for investigation of materials and chemical compounds, the Poznan University of Economics, Poznan (25 May 2011), Poland
K. Drab, L. Adam, M. Daszykowski, A. Smolinska, L. Blanchet, L. Buydens, B. Walczak, Wplyw wstepnego przygotowania widm 1H-NMR na interpretacje eksperymentu metabolomicznego, XV Polish Symposium on applications of spectroscopic methods for investigation of materials and chemical compounds, the Poznan University of Economics, Poznan (25 May 2011) Poland
L. Adam, K. Drab, M. Daszykowski, A. Smolinska, L. Blanchet, L. Buydens, B. Walczak, Zastosowanie podejscia fuzji danych dla danych metabolomicznych, The 5th science seminar: Current problems of analytical chemistry, Institute of Chemistry, the University of Silesia, Katowice (13 May 2011), Poland
M. Lobejko, M. Daszykowski, B. Walczak, Problem nakladania widm spektroskopii 1H-NMR, The 5th science seminar: Current problems of analytical chemistry, Institute of Chemistry, the University of Silesia, Katowice (13 May 2011), Poland
J. Orzel, M. Daszykowski, B. Walczak, Modelowanie danych fluorescencyjnych, The 5th science seminar: Current problems of analytical chemistry, Institute of Chemistry, the University of Silesia, Katowice (13 May 2011), Poland
J. Orzel, M. Daszykowski, B. Walczak, Chemometria w analizie fluorescencyjnych odciskow palca, Spring Meeting of Polish Chemistry Students 2011, Murzasichle (13-17 April 2011), Poland
K. Drab, L. Adam, M. Lobejko, H. Czarnik-Matusewicz, M. Daszykowski, B. Walczak, Classification of pork liver samples on the basis of their NIR spectra, XIV Polish Symposium on applications of spectroscopic methods for investigation of materials and chemical compounds, the Poznan University of Economics, Poznan (27 May 2010) Poland
L. Adam, K. Drab, M. Daszykowski, H. Czarnik-Matusewicz, B. Walczak, Near infrared spectroscopy and chemometrics for controlling composition of selected food products, XIV Polish Symposium on applications of spectroscopic methods for investigation of materials and chemical compounds, the Poznan University of Economics, Poznan; (27 May 2010) Poland
M. Daszykowski, B. Walczak, Alignment of instrumental signals via alignment function optimization, RENACQ-4, Beni Mellal (12-13 March 2010), Maroc
M. Daszykowski, R. Danielsson, B. Walczak, The comparative analysis of two-dimensional chromatographic signals without prior signals alignment, conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (3 June 2009), Poland
M. Daszykowski, L. Wojtal, D. Staszek, M. Hajnos, M. Sajewicz, T. Kowalska, M. Waksmundzka-Hajnos, B. Walczak, Chemometrics in comparative analysis of chromatographic fingerprints of the extracts from different sage (Salivia L.) species, conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (3 June 2009), Poland
M. Wrobel, L. Komsta, M. Daszykowski, B. Walczak, Comparative analysis of chromatographic data, conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (4 June 2009), Poland
M.S. Wrobel, M. Daszykowski, B. Walczak, Elimination of irrelevant variables in multivariate calibration, The 4th Conference: "Chemometrics - Methods and Applications", Zakopane (25 October 2008), Poland
H. Czarnik-Matusewicz, M.S. Wrobel, M. Daszykowski, B. Walczak, Controlling rapeseed meal quality using the near-infrared spectroscopy and chemometric techniques, The 4th Conference: "Chemometrics - Methods and Applications", (24 October 2008) Zakopane, Poland
E.M. Faergestad, M. Hoy, H. Grove, L. Gidskehaug, A. Moldestad, K. Hollung, B. Walczak, M. Daszykowski, H. Martens, M.B. Rye, An improved and rapid method for analysis of 2-DE images; a pixel based approach, Sienna (31.08-4.09.2008), Italy
A. Galaszkiewicz, M. Kaczkowska, L. Komsta, M. Daszykowski, R. Skibinski, Analiza widm UV substancji leczniczych auto-asocjacyjna siecia neuronowa, Ogolnopolskie Sympozjum Naukowe, nt. Ocena jakosci preparatow farmaceutycznych z uwzglednieniem metod badania w fazie stałej, Wydzial Farmaceutyczny, Akademia Medyczna w Gdansku, Gdansk (19 September 2008), Poland
M. Daszykowski, R. Danielsson, B. Walczak, No-alignment-strategies for the analysis of two-dimensional chromatographic signals, The 11th Conference on Chemometrics in Analytical Chemistry, CAC 2008, Montpellier (31 June 2008), France
M. Daszykowski, Y. Vander Heyden, B. Walczak, Robust modeling of the antioxidant capacity of green tea based on chromatographic fingerprints, The 11th Conference on Chemometrics in Analytical Chemistry, CAC 2008, Montpellier (31 June 2008), France
M.S. Wrobel, M. Daszykowski, H. Czarnik-Matusewicz, B. Walczak, Controlling protein, fat and fiber content in animal feed using near infrared spectroscopy, II Conference on "Actual problems in analytical chemistry", Institute of Chemistry, Katowice (30 May 2008), Poland
M. Wrobel, M. Daszykowski, B. Walczak, Is this peak pure?, the XXXIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (4 June 2007), Poland
A. Smolinska, I. Stanimirova, M. Daszykowski, B. Walczak, How to select representative samples in tracing origin of food products?, the XXXIst edition of the conference on "Chromatographic methods of investigating the organic compounds", Szczyrk (4 June 2007), Poland
M. Michalska, I. Stanimirova, M. Daszykowski, B. Walczak, Application of chemometric methods to exploration of water quality data, Spring Conversatorium 2007, Institute of Chemistry, The University of Silesia, (24 May 2007) Katowice, Poland
K. Ramus, M. Daszykowski, B. Trzcinska, A. Parczewski, Clustering of toners on the basis of their IR spectra, The 3rd Conference: "Chemometrics - Methods and Applications", Zakopane (21 October 2006) Poland
R. Put, M. Daszykowski, T. Baczek, Y. Vander Heyden, Variable selection in constructing quantitative structure-retention relationships models, The Belgian Chemometrics Symposium, Vrije Universiteit Brussel, (28 April 2006) Brussels, Belgium
I. Stanimirova, M. Daszykowski, K. Kaczmarek, B. Walczak, Robust exploration of data with missing elements and outliers, TRACE, the 2nd annual TRACE meeting, Prague (24-26 April 2006), Czech Republic
A.M. van Nederkassel, M. Daszykowski, D.L. Massart, Y. Vander Heyden, Antioxidant activity of green tea extracts estimated from chromatograms using partial least squares regression and a colorimetric reference method, HPLC 2005 (June 26-30 2005), Stockholm International Fairs, Sweden
M. Daszykowski, B. Walczak, Improving QSAR models for the biological activity of HIV Reverse Transcriptase inhibitors, 7th Polish Conference on Analytical Chemistry (3-7 July 2005), Torun, Poland
M. Daszykowski, B. Walczak, Alignment of instrumental signals, 7th Polish Conference on Analytical Chemistry, Torun (3-7 July 2005), Poland
M. Daszykowski, Y. Vander Heyden, B. Walczak, The Exploratory Toolbox, ChemoAC meeting (16-17 June 2005), Vrije Universiteit Brussel, Brussels, Belgium
A.M. van Nederkassel, M. Daszykowski, D.L. Massart, Y. Vander Heyden, Antioxidant activity of green tea extracts estimated from chromatograms using partial least squares regression and colorimetric reference method, The XXIXth Symposium, 'Chromatographic methods of investigating the organic compounds', (8-10 June 2005) Szczyrk, Poland
M. Daszykowski, Y. Vander Heyden, B. Walczak, D.L. Massart, An example of an Exploratory Toolbox, TRACE project meeting, York, UK (18-20 April 2005)
M. Daszykowski, I. Stanimirova, B. Walczak, D.L. Massart, Projection Pursuit combined with Multivariate Regression Trees for the exploratory analysis of analytical data, CAC-2004, Lisbon, Portugal (20-23 September 2004)
M. Daszykowski, B. Walczak, F. Daeyaert, P.J. Lewi, D.L. Massart, Studies of HIV Reverse Transcriptase inhibitors with Classification And Regression Trees, CAC-2004 Lisbon, Portugal (20-23 September 2004)
M. Daszykowski, B. Walczak, Exploring data structure in terms of original variables, XLVII PTChem meeting, Wroclaw, Poland (12-17 September, 2004)
M. Daszykowski, B. Walczak, F. Daeyaert, P. Lewi, Improving QSAR models for the biological activity of HIV Reverse Transcriptase inhibitors, XLVII PTChem meeting, Wroclaw, Poland (12-17 September 2004)
B. Dejaegher, X. Capron, M. Daszykowski, Y. Vander Heyden, Estimation of factor effects in supersaturated designs - Preliminary Results, ChemoAC meeting (11 June 2004), Vrije Universiteit Brussel, Brussels, Belgium
S. Caetano, R. Put, M. Daszykowski, Y. Vander Heyden, Modeling ESI and APCI ionization techniques using PCA, PLS, CART and MARS, ChemoAC meeting (11 June 2004), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, I. Stanimirova, B. Walczak, Interpretation of the data structure in terms of explanatory variables by Multivariate Regression Trees and Projection Pursuit, ChemoAC meeting (11 June 2004), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, Exploratory Toolbox and its methods, ChemoAC meeting (11 June 2004), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Neighborhood concept and clustering, ChemoAC meeting (15-16 January 2004), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Interactive plotting embedded into Exploratory Toolbox, ChemoAC meeting (15-16 January 2004), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Outliers and inliers in density-based sense, 2nd Conference Chemometrics - Methods and applications, (16-19 October 2003) Zakopane, Poland
M. Daszykowski, B. Walczak, Mining inliers and outliers with density-based methods, Industrial Chemometrics: Achievements and Promises; VICIM symposium (27-28 March 2003), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Exploratory toolbox, ChemoAC meeting (26 March 2003), Vrije Universiteit Brussel, Brussels, Belgium
E. Van Gyseghem, A. Elkihel, M. Jimidar, M. Daszykowski, F. Questier, D.L. Massart, Y. Vander Heyden, Hierarchical 2-way clustering and ordering techniques to select subsets of chromatographic systems and substances, ChemoAC meeting (21-22 November 2002), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, P. Lewi, Exploratory analysis of Anti HIV data, ChemoAC meeting (21-22 November 2002), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, A journey into low-dimensional spaces with Autoassociative Neural Networks, ChemoAC meeting (21-22 November 2002), Vrije Universiteit Brussel, Brussels, Belgium
E. Van Gyseghem, M. Daszykowski, F. Questier, Y. Vander Heyden, D.L. Massart, Determining orthogonal chromatographic systems prior to the development of methods to characterise impurities in drug substances, the 24th International Symposium on Chromatography (15-20 september 2002), Leipzig, Germany
M. Daszykowski, B. Walczak, D.L. Massart, OptiSim a fast alternative to Kennard and Stone algorithm, CAC-2002 (22-26 September 2002), Seattle, USA
M. Daszykowski, B. Walczak, D.L. Massart, Discovering data topology with Growing Neural Gas, CAC-2002 (22-26 September 2002), Seattle, USA
M. Daszykowski, B. Walczak, Data mining with density-based approaches, ICRM 2002 (26-30 May 2002), Veldhoven, The Netherlands
M. Daszykowski, B. Walczak, Looking for a global optimum in classification - a new proposal, ChemoAC meeting (24-25 April 2002), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Looking for a global optimum in classification, ChemoAC meeting (24-25 April 2002), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Self Organising Maps and Generative Topographic Mapping, non-linear projection methods, ChemoAC meeting (7-8 November 2001), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Growing Neural Gas, ChemoAC meeting (7-8 November 2001), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Ordering Points To Identify the Clustering Structure, XLIV PTCh Meeting (12 September 2001), Katowice, Poland
M. Daszykowski, B. Walczak, Ordering Points To Identify the Clustering Structure, ChemoAC meeting (25-26 April 2001), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, From single linkage to density-based methods, ChemoAC meeting (25-26 April 2001), Vrije Universiteit Brussel, Brussels, Belgium
M. Daszykowski, B. Walczak, Looking for natural patterns in data, ChemoAC meeting (7-8 November 2000), Vrije Universiteit Brussel, Brussels, Belgium
Publications
L. Pieszczek, M. Daszykowski, Integrating hyperspectrograms with class modeling techniques for the construction of an effective expert system: quality control of pharmaceutical tablets based on near-infrared hyperspectral imaging, Journal of Pharmaceutical and Biomedical Analysis, 256 (2025) 116697
IF=3.1O. Spaska, M. Daszykowski, Y. Bushuev, Evaluation of evaporation fluxes for pesticides and low volatile hazardous materials based on evaporation kinetics of net liquids, ACS Omega, 9 (2024) 18317-18623 (Open access)
IF=4.1I. Stanimirova, M. Daszykowski, P.K. Hopke, The role of chemometrics in improving clinical data analysis and diagnostics, TrAC Trends in Analytical Chemistry, 173 (2024) 117642
IF=13.1P. Dziki, M. Daszykowski, L. Pieszczek, Toward more efficient and effective color quality control for the large-scale offset printing process, Journal of Chemometrics, 38 (2024) e3543
IF=2.4M. Daszykowski, S. Krzebietke, H. Czarnik-Matusewicz, I. Stanimirova, L. Pieszczek, P. Zarczynski, The effective monitoring of eleven crucial parameters that describe the condition of cultivated Haplic Luvisol soils using Fourier-transformed near-infrared spectroscopy, Chemometrics and Intelligent Laboratory Systems, 243 (2023) 105000
IF=3.9 (Open access)M. Daszykowski, M. Kula, I. Stanimirova, Quantification and detection of ground garlic adulteration using Fourier-transform near-infrared reflectance spectra, Foods, 12 (2023) 3377
IF=5.2 (Open access)S. Krzebietke, M. Daszykowski, H. Czarnik-Matusewicz, I. Stanimirova, L. Pieszczek, S. Sienkiewicz, J. Wierzbowska, 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, Talanta, 251 (2022) 123749 (Open access)
IF=6.556L. Pieszczek, M. Daszykowski, Near-infrared hyperspectral imaging for polymer particle size estimation, Measurement, 186 (2021) 110201 (Open access)
IF=3.927I. Stanimirova, M. Daszykowski, Assessment of the kernel Gram matrix representation of data in order to avoid the alignment of chromatographic signals, Molecules, 26 (2021) 621
IF=4.411 (Open access)L. Pieszczek, M. Daszykowski, Multi-wavelength imaging of HPTLC plates using a constructed illumination chamber with a smartphone camera as the detector, Talanta, 221 (2021) 121599
IF=6.057M. Daszykowski, J. Orzel, I. Stanimirova, A. Poliwoda, D. Prukala, P. Mlynarz, Studying the stability of Solvent Red 19 and 23 as excise duty components under the influence of controlled factors, Fuel Processing Technology, 206 (2020) 106465 (Open access)
IF=7.033J. Orzel, B. Krakowska, I. Stanimirova, M. Daszykowski, Detecting chemical markers to uncover counterfeit rebated excise duty diesel oil, Talanta, 204 (2019) 229-237
IF=5.339L. Pieszczek, M. Daszykowski, Improvement of recyclable plastic waste detection – a novel strategy for the construction of rigorous classifiers based on the hyperspectral images, Chemometrics and Intelligent Laboratory Systems, 187 (2019) 28-40
IF=2.895L. Pieszczek, H. Czarnik-Matusewicz, M. Daszykowski, Identification of ground meat species using near-infrared spectroscopy and class modeling techniques – aspects of optimization and validation using a one-class classification model, Meat Science, 139 (2018) 15–24
IF=3.126J. Orzel, M. Daszykowski, Recent trends in the use of liquid fuel taggants and their analysis, TrAC, 87 (2017) 98-111
IF=7.487B. Krakowska, D. Custers, E. Deconinck, M. Daszykowski, Chemometrics and identification of counterfeit medicines – a review, Journal of Pharmaceutical and Biomedical Analysis, 127 (2016) 112-122
IF=2.979D. Custers, B. Krakowska, J.O. De Beer, P. Courselle, M. Daszykowski, S. Apers, E. Deconinck, Testing of complementarity of PDA and MS detectors using chromatographic fingerprinting of genuine and counterfeit samples containing sildenafil citrate, Analytical and Bioanalytical Chemistry, 408 (2016) 1643-1656
IF=3.436B. Krakowska, D. Custers, E. Deconinck, M. Daszykowski, 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, Analyst, 141 (2016) 1060-1070 (Author's accepted manuscript)
IF=4.107D. Custers, B. Krakowska, J.O. De Beer, P. Courselle, M. Daszykowski, S. Apers, E. Deconinck, Chromatographic impurity fingerprinting of genuine and counterfeit Cialis® as a means to compare the discriminating ability of PDA and MS detection, Talanta, 146 (2016) 540-548
IF=3.545M. Daszykowski, M. Korzen, B. Krakowska, K. Fabianczyk, Expert system for monitoring the tributyltin content in inland water samples, Chemometrics and Intelligent Laboratory Systems, 149 (2015) 123-131
IF=2.381J. Orzel, I. Stanimirova, B. Czarnik-Matusewicz, M. Daszykowski, Prediction of hydrophilic antioxidant capacity of tomato pastes from the IR and fluorescence excitation-emission spectra of extracts and intact samples, Talanta, 138 (2015) 64–70
IF=3.511B. Krakowska, I. Stanimirova, J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Detection of discoloration in diesel fuel based on gas chromatographic fingerprints, Analytical and Bioanalytical Chemistry, 407 (2015) 1159-1170
IF=3.578 (Open Access)J. Orzel, M. Daszykowski, M. Kazura, D. de Beer, E. Joubert, A.E. Schulze, T. Beelders, A. de Villiers, C.J. Malherbe, B. Walczak, Modeling of the total antioxidant capacity of rooibos (Aspalathus linearis) tea infusions from chromatographic fingerprints and identification of potential antioxidant markers, Journal of Chromatography A, 1366 (2014) 101-109
IF=4.258S. Deja, I. Porębska, A. Kowal, A. Ząbek, W. Barg, K. Pawełczyk, I. Stanimirova, M. Daszykowski, A. Korzeniewska, R. Jankowska, P. Młynarz, Metabolomics provides new insights on lung cancer staging and discrimination from chronic obstructive pulmonary disease, Journal of Pharmaceutical and Biomedical Analysis, 100 (2014) 369-380
IF=2.829J. Orzel, M. Daszykowski, A rapid validation of the antioxidant capacity of food commodities based on their fluorescence excitation emission spectra as applicable to coffee and peppermint extracts, Chemometrics and Intelligent Laboratory Systems, 137 (2014) 74-81
IF=2.381A. Bak, M. Daszykowski, Z.J. Kaminski, K. Kiec-Kononowicz, K. Kuder, J. Fraczyk, B. Kolesińska, P. Ciosek, J. Polanski, Probing an artificial polypeptide receptor library using a series of novel histamine H3 receptor ligands, Combinatorial Chemistry and High Throughput Screening, 17 (2014) 141-156
IF=2.000K. Drab, M. Daszykowski, Clustering in analytical chemistry, Journal of AOAC International, 97 (2014) 29-38
IF=1.233J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, Identifying the illegal removal from diesel oil of certain chemical markers that designate excise duty, Fuel, 117 (2014) 224–229
IF=3.357T.N. Tran, K. Drab, M. Daszykowski, Revised DBSCAN algorithm to cluster data with dense adjacent clusters, Chemometrics and Intelligent Laboratory Systems, 120 (2013) 92-96
IF=2.291J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, B. Walczak, Simultaneous determination of solvent yellow 124 and solvent red 19 in diesel oil using fluorescence spectroscopy and chemometrics, Talanta, 101 (2012) 78-84
IF=3.794J. Orzel, M. Daszykowski, B. Walczak, Controlling sugar quality on the basis of fluorescence fingerprints using robust calibration, Chemometrics and Intelligent Laboratory Systems, 110 (2012) 89-93
IF=2.291P. Zerzucha, M. Daszykowski, B. Walczak, Dissimilarity partial least squares applied to non-linear modeling problems, Chemometrics and Intelligent Laboratory Systems, 110 (2012) 156-162
IF=2.291M. Daszykowski, J. Orzel, M.S. Wrobel, H. Czarnik-Matusewicz, B. Walczak, Improvement of classification using robust soft classification rules for near-infrared reflectance spectral data, Chemometrics and Intelligent Laboratory Systems, 109 (2011) 86-93
IF=2.222P.-Y. Sacre, E. Deconinck, M. Daszykowski, P. Courselle, R. Vancauwenberghe, P. Chiapc, J. Crommen, J.O. De Beer, Impurity fingerprints for the identification of counterfeit medicines - a feasibility study, Analytica Chimica Acta, 701 (2011) 224-231
IF=4.310M. Daszykowski, B. Walczak, Methods for the exploratory analysis of two-dimensional chromatographic signals, Talanta, 83 (2011) 1088-1097
IF=3.722M. Daszykowski, A. Bierczynska-Krzysik, J. Silberring, B. Walczak, Avoiding spots detection in analysis of electrophoretic gel images, Chemometrics and Intelligent Laboratory Systems, 104 (2010) 2-7
IF=2.222M. Daszykowski, Y. Vander Heyden, C. Boucon, B. Walczak, Automated alignment of one-dimensional chromatographic fingerprints, Journal of Chromatography A, 1217 (2010) 6127-6133
IF=4.194A.J. Charlton, M.S. Wróbel, I. Stanimirova, M. Daszykowski, H. Grundy, B. Walczak, Multivariate discrimination of wines with respect to their grape varieties and vintages, European Food Research and Technology, 231 (2010) 733-743 (Author's accepted manuscript)
IF=1.585M. Daszykowski, M. Sajewicz, J. Rzepa, M. Hajnos, D. Staszek, L. Wojtal, T. Kowalska, M. Waksmundzka-Hajnos, B. Walczak, Comparative analysis of chromatographic fingerprints of twenty different sage (Salvia L.) species, Acta Chromatographica, 4 (2009) 513-530
IF=0.676M. Dumarey, A.M. van Nederkassel, I. Stanimirova, M. Daszykowski, F. Bensaid, M. Lees, G.J. Martin, J.R. Desmurs, J. Smeyers-Verbeke, Y. Vander Heyden, Recognizing paracetamol formulations with the same synthesis pathway based on their trace-enriched chromatographic impurity profiles, Analytica Chimica Acta, 655 (2009) 43-51
IF=3.757P.K. Suder, A. Bodzon-Kulakowska, P. Mak, A. Bierczynska-Krzysik, M. Daszykowski, B. Walczak, G. Lubec, J.H. Kotlinska, J. Silberring, The proteomic analysis of primary cortical astrocyte cell culture after morphine administration, Journal of Proteome Research, 8 (2009) 4633-4640
IF=5.132M. Daszykowski, M. S. Wróbel, A. Bierczynska-Krzysik, J. Silberring, G. Lubec, B. Walczak, Automatic preprocessing of electrophoretic images, Chemometrics and Intelligent Laboratory Systems, 97 (2009) 132-140
IF=2.063M. Daszykowski, E. Mosleth Faegestad, H. Grove, H. Martens, B. Walczak, Matching 2D gel electrophoresis images with Matlab 'Image Processing Toolbox', Chemometrics and Intelligent Laboratory Systems, 96 (2009) 188-195
IF=2.111M. Daszykowski, M.S. Wrobel, H. Czarnik-Matusewicz, B. Walczak, Near-infrared reflectance spectroscopy and multivariate calibration techniques applied to model the protein, fiber and fat contents in rapeseed meal, The Analyst, 133 (2008) 1523-1531
IF=3.761M. Daszykowski, M. Hawrył, M. Waksmundzka-Hajnos, B. Walczak, Identification of similar and orthogonal chromatographic thin layer systems for two-dimensional separations of flavonoids and their analogues, Acta Chromatographica, 20 (2008) 283-307
IF=0.621E. Deconinck, A.M. van Nederkassel, I. Stanimirova, M. Daszykowski, F. Bensaid, M. Lees, G.J. Martin, J.R. Desmurs, J. Smeyers-Verbeke, Y. Vander Heyden, Isotopic ratios to detect infringements of patents or proprietary processes of pharmaceuticals: Two case studies, Journal of Pharmaceutical and Biomedical Analysis, 48 (2008) 27-41
IF=2.629M. Daszykowski, R. Danielsson, B. Walczak, No-alignment-strategies for exploring a set of two-way data tables obtained from capillary electrophoresis-mass spectrometry, Journal of Chromatography A, 1192 (2008) 157-165
IF=3.756M. Daszykowski, B. Walczak, Target selection for alignment of chromatographic signals obtained using monochannel detectors, Journal of Chromatography A, 1176 (2007) 1-11*
IF=3.641M. Daszykowski, Y. Vander Heyden, B. Walczak, Robust partial least squares model for prediction of green tea antioxidant capacity from chromatograms, Journal of Chromatography A, 1176 (2007) 12-18*
IF=3.641M. Daszykowski, W. Wu, A.W. Nicholls, R.J. Ball, T. Czekaj, B. Walczak, Identifying potential biomarkers in LC-MS data, Journal of Chemometrics, 21 (2007) 292-302*
IF=1.367M. Daszykowski, From Projection Pursuit to other unsupervised chemometric techniques, Journal of Chemometrics, 21 (2007) 270-279*
IF=1.367 (Author's accepted manuscript)M. Daszykowski, I. Stanimirova, A. Bodzon-Kulakowska, J. Silberring, G. Lubec, B. Walczak, The start-to-end processing of two-dimensional gel electrophoretic images, Journal of Chromatography A, 1158 (2007) 306-317
IF=3.641M. Daszykowski, K. Kaczmarek, I. Stanimirova, Y. Vander Heyden, B. Walczak, Robust SIMCA - bounding influence of outliers, Chemometrics and Intelligent Laboratory Systems, 87 (2007) 121-129*
IF=2.063I. Stanimirova, M. Daszykowski, B. Walczak, Dealing with missing values and outliers in principal component analysis, Talanta, 72 (2007) 172-178*
IF=3.374M. Daszykowski, K. Kaczmarek, Y. Vander Heyden, B. Walczak, Robust statistics in data analysis - a review. Basic concepts, Chemometrics and Intelligent Laboratory Systems, 85 (2007) 203-219*
IF=2.063M. Daszykowski, S. Serneels, K. Kaczmarek, P. Van Espen, C. Croux, B. Walczak, TOMCAT: a MATLAB toolbox for multivariate calibration techniques, Chemometrics and Intelligent Laboratory Systems, 85 (2007) 269-277*
IF=2.063M. Daszykowski, B. Walczak, Use and abuse of chemometrics in chromatography, Trends in Analytical Chemistry, 25 (2006) 1081-1096
IF=5.068R. Put, M. Daszykowski, T. Baczek, Y. Vander Heyden, Retention prediction of peptides: variable selection and model building, Journal of Proteome Research, 5 (2006) 1618-1625 *
IF=5.151A.M. van Nederkassel, M. Daszykowski, P.H.C. Eilers, Y. Vander Heyden, A comparison of three algorithms for chromatograms alignment, Journal of Chromatography A, 1118 (2006) 199-210
IF=3.554W. Wu, M. Daszykowski, B. Walczak, B.C. Sweatman, S.C. Connor, J.N. Haselden, D.J. Crowther, R.W. Gill, M.W. Lutz, Peak alignment of urine NMR spectra using fuzzy warping, Journal of Chemical Information and Modeling, 46 (2006) 863-875
IF=3.423E. Van Gyseghem, B. Dejaegher, R. Put, P. Forlay-Frick, A. Elkihel, M. Daszykowski, K. Héberger, D.L. Massart, Y. Vander Heyden, Evaluation of chemometric techniques to select orthogonal chromatographic systems, Journal of Pharmaceutical and Biomedical Analysis, 41 (2006) 141-151
IF=2.032A.M. van Nederkassel, M. Daszykowski, D.L. Massart, Y. Vander Heyden, Prediction of total green tea antioxidant capacity from chromatograms by multivariate modeling, Journal of Chromatography A, 1096 (2005) 177-186
IF=3.096M. Daszykowski, I. Stanimirova, B. Walczak, Q.-S. Xu, F. Daeyaert, M.R. de Jonge, J. Heeres, L.M.H. Koymans, P.J. Lewi, H.M. Vinkers, P.A. Janssen, D.L. Massart, Improving models for biological activity of HIV Reverse Transcriptase inhibitors: aspects of outlier detection and variable selection, Talanta, 68 (2005) 54-60
IF=2.391I. Stanimirova, M. Daszykowski, E. Van Gyseghen, F.F. Bensaid, M. Lees, J. Smeyers-Verbeke, D.L. Massart, Y. Vander Heyden, Chemometrical exploration of an isotopic ratio pharmaceutical data set of acetylsalicylic acid, Analytica Chimica Acta, 552 (2005) 1-12
IF=2.760S. Caetano, T. Decaesstecker, R. Put, M. Daszykowski, J. Van Bocxlaer, Y. Vander Heyden, Exploring and modelling the responses of electrospray and atmospheric pressure chemical ionization techniques based on molecular descriptors, Analytica Chimica Acta, 550 (2005) 92-106
IF=2.760M. Daszykowski, I. Stanimirova, B. Walczak, D. Coomans, Explaining a presence of groups in analytical data in terms of original variables, Chemometrics and Intelligent Laboratory Systems, 78 (2005) 19-29
IF=1.770S. Caetano, J. Aires-de-Sousa, M. Daszykowski, Y. Vander Heyden, Prediction of enantioselectivity using chirality codes and Classification and Regression Trees, Analytica Chimica Acta, 544 (2005) 315-326
IF=2.760I. Stanimirova, M. Daszykowski, D.L. Massart, F. Questier, V. Simeonov, H. Puxbaum, Chemometrical exploration of the wet precipitation chemistry from the austrian monitoring network (1988-1999), Journal of Environmental Management, 74 (2005) 349-363
IF=1.163M. Daszykowski, B. Walczak, D.L. Massart, Density-based clustering for exploration of analytical data, Analytical and Bioanalytical Chemistry, 380 (2004) 370-372 (invited paper for Special Issue on Chemometrics in Analytical Chemistry)
IF=2.098Q.-S. Xu, M. Daszykowski, B. Walczak, F. Daeyaert, M.R. de Jonge, J. Heeres, L.M.H. Koymans, P.J. Lewi, H.M. Vinkers, P.A. Janssen, D.L. Massart, Multivariate Adaptive Regression Splines (MARS) - studies of HIV Reverse Transcriptase inhibitors, Chemometrics and Intelligent Laboratory Systems, 72 (2004) 27-34
IF=1.899M. Daszykowski, B. Walczak, Q. Xu, F. Daeyaert, M.R. de Jonge, J. Heeres, L.M.H. Koymans, P.J. Lewi, H.M. Vinkers, P.A. Janssen, D.L. Massart, Classification And Regression Trees - studies of HIV Reverse Transcriptase inhibitors, Journal of Chemical Information and Computer Sciences, 44 (2004) 716-726
IF=2.810E. Van Gyseghem, S. Hemelrijck, M. Daszykowski, F. Questier, D.L. Massart, Y. Vander Heyden, Determining orthogonal chromatographic systems prior to the development of methods to characterise impurities in drugs, Journal of Chromatography A, 988 (2003) 77-93
IF=2.922M. Daszykowski, B. Walczak, D.L. Massart, A journey into low-dimensional spaces with Autoassociative Neural Networks, Talanta, 59 (2003) 1095-1105
IF=2.091J.A. Fernandez Pierna, L. Jin, M. Daszykowski, F. Wahl, D.L. Massart, A methodology to detect outliers/inliers in prediction with PLS, Chemometrics and Intelligent Laboratory Systems, 68 (2003) 17-28
IF=2.229M. Daszykowski, B. Walczak, D.L. Massart, Projection methods in chemistry, Chemometrics and Intelligent Laboratory Systems, 65 (2003) 97-112
IF=2.229M. Daszykowski, B. Walczak, D.L. Massart, On the optimal partitioning of data with K-means, Growing K-means, Neural Gas and Growing Neural Gas, Journal of Chemical Information and Computer Sciences, 42 (2002) 1378-1389
IF=2.902M. Daszykowski, B. Walczak, D.L. Massart, Representative subset selection, Analytica Chimica Acta, 468 (2002) 91-103
IF=2.114M. Daszykowski, B. Walczak, D.L. Massart, Looking for Natural Patterns in Analytical Data. 2. Tracing Local Density with OPTICS, Journal of Chemical Information and Computer Sciences, 42 (2002) 500-507
IF=2.902M. Daszykowski, B. Walczak, D.L. Massart, Looking for Natural Patterns in Data. Part 1: Density Based Approach, Chemometrics and Intelligent Laboratory Systems, 56 (2001) 83-92
IF=1.412
/*this work received financial support from the Foundation for Polish Science/