see year: 1999|2000|2001|2002|2003| 2004|2005|2006|2007|2008| 2009|2010|2011|2012|2013|2014|2015|2016|2017|2018|2019|

List of submitted manuscripts or book chapters:

  1. Z. Malyjurek, D. de Beer, E. Joubert, B. Walczak, Working with log-ratios, Anal. Chim. Acta (2019), https://doi.org/10.1016/j.aca.2019.01.041
  2. N. A. Walters, D. de Beer, A. de Villiers, B. Walczak, E. Joubert, Genotypic variation in phenolic composition of Cyclopia pubescens (honeybush tea) seedling plants, Journal of Food Composition and Analysis, sub. 2018
  3. Gilles Rabatel, Federico Marini, Beata Walczak, Jean-Michel Roger, VSN: Variable Selection for Normalization. J.Chemometrics, sub. 2018
  4. D. de Beer, J. Tobin, B. Walczak, M. Van der Rijst, E. Joubert, Phenolic composition of rooibos changes during simulated fermentation: effect of endogenous enzymes and fermentation temperature on reaction kinetics, Food Research International, sub. 2018

List of published articles and book chapters:

    2019

  1. Z. Malyjurek, D. de Beer, E. Joubert, B. Walczak, Working with log-ratios, Anal. Chim. Acta (2019) accepted
  2. 2018

  3. R.G. Brereton, J. Jansen, J. Lopes, F. Marini, A. Pomerantsev, O. Rodionova, J-M. Roger, B. Walczak, R. Tauler, Chemometrics in analytical chemistry-part II: modeling, validation, and applications , Analytical and Bioanalytical Chemistry 410 (2018) 6691-6704
    IF=3.307
  4. A. Martyna, G. Zadora, D. Ramos, Forensic comparison of pyrograms using score-based likelihood ratios, Journal of Analytical and Applied Pyrolysis, 133 (2018) 198-215
    IF=3.468
  5. A. Martyna, H.E. Gabler, A. Bahr, G. Zadora, Geochemical wolframite fingerprinting - the likelihood ratio approach for laser ablation ICP-MS data, Analytical and Bioanalytical Chemistry, 410 (2018) 3073-3091
    IF=3.307
  6. G. Zadora, A. Menzyk, In the pursuit of the holy grail of forensic science - Spectroscopic studies on the estimation of time since deposition of bloodstains , Trends in Analytical Chemistry 2018 (105) 137-165
    IF= 7.621
  7. Michalska A., Martyna A., Zadora G., Investigation of various factors influencing Raman spectra interpretation with the use of likelihood ratio approach, Forensic Science International, 282 (2018), 60-73
    IF=1.989
  8. M. Gladysz, M. Krol, P. Wlasiuk, M. Piwowara, G. Zadora, P. Koscielniak, Development and evaluation of semi-destructive, ultrasound assisted extraction method followed by gas chromatography coupled to mass spectrometry enabling discrimination of red lipstick samples, Journal of Chromatography A, 1577 (2018) 92-100
    IF=3.716
  9. R.J. Abel, G. Zadora, P. Mark, L. Sandercock, J.J. Harynuk, Modern instrumental limits of identification of ignitable liquids in forensic fire debris analysis, Separations, 5(4) (2018) 58
    IF=
  10. P. Wlasiuk, E. Alladio, A. Salomone, M. Vincenti, G. Zadora, Evidence of seasonal variation of ethyl glucuronide in hair: modelling a seven-years data-series, Drug Testing and Analysis, (2018), doi: 10.1002/dta.2470
    IF=2.993
  11. 2017

  12. E. Alladio, A. Martyna, A. Salomone, V. Pirro, M. Vincenti, G. Zadora, Evaluation of direct and indirect ethanol biomarkers using a likelihood ratio approach to identify chronic alcohol abusers for forensic purposes, Forensic Science International, 271 (2017) 13-22
    IF=1.95
  13. A. Menzyk, A. Martyna, G. Zadora, Evidential value of polymeric materials - chemometric tactics for spectral data compression combined with likelihood ratio approach, Analyst, 142 (2017) 3867-3888
    IF=3.885
  14. A. Michalska, A. Martyna, G. Zadora, Investigation of various factors influencing Raman spectra interpretation with the use of likelihood ratio approach, Forensic Science International, 282 (2018) 60-73
    IF=1.989
  15. J. Tobin, J . Walach, D. de Beer, P. J. Williams, P. Filzmoser, B. Walczak, Untargeted analysis of chromatographic data for green and fermented rooibos: problem with size effect removal, J. Chromatography A, 1525 (2017) 109-115
    IF=3.926
  16. R. G. Brereton, J. Jansen, J. Lopes, F. Marini, A. Pomerantsev, O. Rodionova, J.M.l Roger, R. Tauler, B. Walczak, A Chemometrics Tutorial (Part 1), Analytical and Bioanalytical Chemistry, 409 (2017) 5891-5899
    IF=3.431
  17. J. Walach, P. Filzmoser, K. Hron, B. Walczak, L. Najdekr, Robust biomarker identification in a two-class problem based on pairwise log-ratios, Chemometrics and Intelligent Laboratory Systems, 171 (2017) 277-285
    IF=2.56
  18. F. Marini, D. de Beer, N. A. Walters, A. de Villiers, E. Joubert, B. Walczak, Multivariate analysis of variance of designed chromatographic data. A case study involving fermentation of rooibos tea , J. Chromatogramphy A, 1489 (2017) 115-125
    IF=3.926
  19. S. C. Bosman, D. de Beer, T. Beelders, E. L. Willenburg, C. J. Malherbe, B. Walczak, E. Joubert, Simultaneous optimisation of extraction of xanthone and benzophenone alfa-glucosidase inhibitors from Cyclopia genistoides and identification of superior genotypes for propagation, Journal of Functional Food, 33 (2017) 21-31
    IF=3.973
  20. 2016

  21. A. Dworak, M. Nykiel, B. Walczak, A. Miazek, D. Szworst-Lupina, B. Zagdanska, M. Kielkiewicz, Maize proteomic responses to separate or overlapping soil drought and two-spoted spider mite stresses, Planta, 244 (2016) 939-960
    IF=3.239
  22. 2015

  23. F. Marini, B. Walczak, Particle Swarm Optimization (PSO). A tutorial, Chemometrics and Intelligent Laboratory Systems, 149 (2015) 153-165
    IF=2.321
  24. F. Marini, D. de Beer, E. Joubert, B. Walczak, Analysis of variance of designed chromatographic data sets: The analysis of variance-target projection approach, Journal of Chromatography A, 1405 (2015) 94-102
    IF=4.169
  25. A. Martyna, A. Michalska, G. Zadora, Interpretation of FTIR spectra of polymers and Raman spectra of car paints by means of likelihood ratio approach supported by wavelet transform for reducing data dimensionality, Analytical and Bioanalytical Chemistry, 407 (2015) 3357-3376
  26. IF=3.578
  27. P. Wlasiuk, A. Martyna, G. Zadora, An effect of selection of a smoothing parameter on the performance of likelihood ratio models for solving classification task, Chemometrics and Intelligent Laboratory Systems, 144 (2015) 87-99
  28. IF=2.381
  29. P. Wlasiuk, A. Martyna, G. Zadora, A likelihood ratio model for the determination of the geographical origin of olive oil, Analytica Chimica Acta, 853 (2015) 187-199
  30. IF=4.517
  31. K. Kocot, R. Leardi, B. Walczak, R. Sitko, Determination and speciation of trace and ultratrace selenium ions by energy-dispersive X-ray fluorescence spectrometry using graphene as solid adsorbent in dispersive micro-solid phase extraction, Talanta 134 (2015) 360-365
    IF = 3.511
  32. 2014

  33. P. Filzmoser, B. Walczak, What can go wrong at the data normalization step for identification of biomarkers?, J. Chromatography A, 1362 (2014) 194-205
    IF = 4.258
  34. R. Tauler, F. Marini, B. Walczak, L. Buydens, R. G. Brereton, W. Buchberger, P. J. Worsfold, European Analytical Column No. 42, Chemometrics and analytical chemistry, Analytical and Bioanalytical Chemistry, 406 (2014) 3525-3529
    IF = 3.66
  35. J. Orzel, M. Daszykowski, M. Kazura, D. Beerb, E. Joubertb, A. E. Schulzec, T. Beeldersc, A. de Villiersd, C. J. Malherbeb, B. Walczak, Modeling of the total antioxidant capacity of rooibos (Aspalathus linearis) tea infusions from chromatographic fingerprintsand identification of potential antioxidant markers , Journal of Chromatography A, 1366 (2014) 101-109
    IF = 4.258
  36. A. Martyna, G. Zadora, I. Stanimirova, D. Ramos, Wine authenticity verification as a forensic problem: An application of likelihood ratio test to label verification, Food Chemistry, 150 (2014) 287-295
    IF = 3.334
  37. 2013

  38. I. Stanimirova, M. Kazura, D. de Beer, E. Joubert, A.E. Schulze, T. Beelders, A. de Villiers, B. Walczak, High-dimensional nested analysis of variance to assess the effect of production season, quality grade and steam pasteurization on the phenolic composition of fermented rooibos herbal tea, Talanta, 115 (2013) 590-599
    IF=3.498
  39. I. Stanimirova, M. Daszykowski, B. Walczak, Robust Methods in Analysis of Multivariate Food Chemistry Data. In Federico Marini, editors: Chemometrics in Food Chemistry, Vol 28, DHST, Chennai: Elsevier, 2013, pp. 315-340
  40. V. Shapaval, B. Walczak, S. Gognies, T. Moretro, H. P. Suso, A. Wold Asli, A. Belarbie A. Kohler, FTIR spectroscopic characterization of differently cultivated food related yeasts, Analyst, 138 (2013) 4129-4138
    IF=3.969
  41. P. Zerzucha, M. Kazura, D. de Beer, E. Joubert, A.E. Schulze, T. Beelders, A. de Villiers, B. Walczak, A new concept for variance analysis of hyphenated chromatographic data avoiding signal warping, Journal of Chromatography A, 1291 (2013) 64-72
    IF=4.612
  42. P. Zerzucha, K. Pytlakowska, K. Kocot, Spectroscopic and electric properties of C.I. Mordant Blue 29: a theoretical and experimental study, New Journal of Chemistry, 37 (2013) 2810-2820
    IF=2.966
  43. M. Dabioch, R. Skorek, A. Kita, P. Janoska, K. Pytlakowska, P. Zerzucha, R. Sitko, A study on adsorption of metals by activated carbon in large-scale (municipal) process of surface water purification, Central European Journal of Chemistry, 11 (2013) 742-753
    IF=1.167
  44. 2012

  45. J. Orzel, M. Daszykowski, I. Grabowski, G. Zaleszczyk, M. Sznajder, B. Walczak, Simultaneous determination of solvent yellow 124 and solvent red 19 using fluorescence spectroscopy and chemometrics, Talanta, 101 (2012) 78-84
    IF=3.794
  46. P. Zerzucha, B. Walczak, Concept of (dis)similarity in data analysis, Trends in Analytical Chemistry, 38 (2012) 116-128
    IF=6.351
  47. P. Zerzucha, B. Walczak, Again about PLS and feature selection, Chemometrics and Intelligent Laboratory Systems, 115 (2012) 9-17
    IF=2.291
  48. P. Zerzucha, D. Boguszewska, B. Zagdanska, B. Walczak, Non-parametric multivariate analysis of variance in proteomic response of potato to the drought stress, Analytica Chimica Acta, 719 (2012) 1-7
    IF=4.387
  49. J. Poledniok, A. Kita, P. Zerzucha, Spectrophotometric and Inductively Coupled Plasma-Optical Emission Spectroscopy Determination of Gallium in Natural Soils and Soils Polluted by Industry: Relationships between Elements, Communications in Soil Science and Plant Analysis, 43 (2012) 1121-1135
    IF=0.420
  50. J. 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=2.291
  51. P. 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=2.291
  52. 2011

  53. I. Stanimirova, R. Tauler, B. Walczak, A comparison of positive matrix factorization and the weighted multivariate curve resolution method. Application to environmental data, Environmental Science & Technology 45 (2011) 10102-10110
    IF=4.825
  54. M. 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=2.222
  55. P.-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=4.310
  56. F. Marini, B. Walczak, Finding relevant clustering directions in high-dimensional data using Particle Swarm Optimization, Journal of Chemometrics, 25 (2011) 366-374
    IF=1.377
  57. B. Hachula, P. Zerzucha, M. Zubko, J. Kusz, 6-Chloro-2-oxindole: X-ray and DFT-calculated study, Acta Crystallographica Section C, C67 (2011) o413-o416
    IF=0.745
  58. K. Pytlakowska, P. Zerzucha, R. Czoik, Influence of mixed cationic-nonionic surfactants systems on spectral properties of Chromazurol S and its complexes with iron (III), Analytical Sciences, 27 (2011) 555-560
    IF=1.465
  59. I. Stanimirova, K. Michalik, Z. Drzazga, P.D. Wentzell, B. Walczak, Interpretation of ANOVA models using PCA to assess the effect of a maternal anticancer treatment on the mineralization of rat bones, Analytica Chimica Acta, 689 (2011) 1-7
    IF=4.310
  60. I. Stanimirova, C. Boucon, B. Walczak, Relating gas chromatographic profiles to sensory measurements describing the end products of the Maillard reaction, Talanta, 83 (2011) 1239-1246
    IF=3.722
  61. M. Daszykowski, B. Walczak, Methods for the exploratory analysis of two-dimensional chromatographic signals, Talanta, 83 (2011) 1088-1097
    IF=3.722
  62. 2010

  63. R. Polanski, B. Walczak, Estimation of the number of true null hypotheses when conducting a multiple testing, Chemometrics and Intelligent Laboratory Systems, 104 (2010) 281-288
    IF=2.222
  64. B. Walczak, M. Daszykowski, Chemometria w proteomice i metabolomice, in Proteomika i metabolomika, A. Kraj, A. Drabik, J. Silberring (Eds.), WUW, Warszawa, 2010
  65. M. 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=2.222
  66. M. Daszykowski, Y. Vander Heyden, C. Boucon, B. Walczak, Automated alignment of one-dimensional chromatographic fingerprints, Journal of Chromatography A, 1217 (2010) 6127-6133
    IF=4.194
  67. A.J. Charlton, M.S. Wrobel, 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
    IF=1.585
  68. 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
  69. I. Stanimirova, B. Ustun, T. Cajka, K. Riddellova, J. Hajslova, L.M.C. Buydens, B. Walczak, Tracing the geographical origin of honeys using the GCxGC-MS and pattern recognition techniques, Food Chemistry, 118 (2010) 171-176
    IF=3.458
  70. 2009

  71. M. 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=0.676
  72. M. 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=3.757
  73. P.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=5.132
  74. A. Bodzon-Kulakowska, P. Suder, P. Mak, A. Bierczynska-Krzysik, G. Lubec, B. Walczak, J. Kotlinska, J. Silberring, Proteomic analysis of striatal neuronal cell cultures after morphine administration, Journal of Separation Science, 32 (2009) 1200-1210
    IF=2.551
  75. M. Daszykowski, M.S. Wrobel, A. Bierczynska-Krzysik, J. Silberring, G. Lubec, B. Walczak, Automatic preprocessing of electrophoretic images, Chemometrics and Intelligent Laboratory Systems, 97 (2009) 132-140
    IF=2.111
  76. M. 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=2.111
  77. I. Stanimirova, A. Kita, E. Malkowski, E. John, B. Walczak, N-way exploration of environmental data obtained from sequential extraction procedure, Chemometrics and Intelligent Laboratory Systems, 96 (2009) 203-209
    IF=2.111
  78. S.D. Brown, R. Tauler, B. Walczak, Comprehensive Chemometrics, a four-set volume, Elsevier, Amsterdam, 2009
  79. 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
  80. M. Musial, S. A. Kucharski, P. Zerzucha, T. Kus, R. J. Bartlett, Excited and ionized states of the ozone molekule with full triplet coupled cluster methods, Journal of Chemical Physics, 131 (2009) 194104-194113
    IF=3.093
  81. 2008

  82. M. Daszykowski, B. Walczak, Analiza czynnikow glownych i inne metody eksploracji danych, in A. Parczewski and D. Zuba, eds., Chemometria w analityce, IES, Krakow, 2008 (ISBN 83-87425-13-3)
  83. 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)
  84. M. 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=3.761
  85. T.R.M. De Beer, C. Bodson, B. Dejaegher, B. Walczak, P. Vercruysse, A. Burggraeve, A. Lemos, L. Delattre, Y. Vander Heyden, J.P. Remon, C. Vervaet, W.R.G. Baeyens, Raman spectroscopy as a process analytical technology (PAT) tool for the in-line monitoring and understanding of a powder blending process, Journal of Pharmaceutical and Biomedical Analysis, 48 (2008) 772-779
    IF=2.629
  86. M. Daszykowski, M. Hawryl, 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=0.621
  87. E. 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=2.629
  88. I. Stanimirova, B. Walczak, Classification of data with missing elements and outliers, Talanta, 76 (2008) 602-609
    IF=3.206
  89. T. Czekaj, W. Wu, B. Walczak, Classification of genomic data: some aspects of feature selection, Talanta, 76 (2008) 564-574
    IF=3.206
  90. M. 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=3.641
  91. I. Stanimirova, A. Kubik, B. Walczak, J.W. Einax, Discrimination of biofilm samples using pattern recognition techniques, Analytical and Bioanalytical Chemistry, 390 (2008) 1273-1282 -> get pdf
    IF=3.328
  92. 2007

  93. M. Daszykowski, B. Walczak, Target selection for alignment of chromatographic signals obtained using monochannel detectors, Journal of Chromatography A, 1176 (2007) 1-11*
    IF=3.641
  94. M. 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=3.641
  95. E.M. Faergestad, M. Rye, B. Walczak, L. Gidskehaug, J.P. Wold, H. Grove, X. Jia, K. Hollung, U.G. Indahl, F. Westad, F. van den Berg, H. Martens, Pixel-based analysis of multiple images for the identification of changes: A novel approach applied to unravel proteome patters of 2-D electrophoresis gel images, Proteomics, 7 (2007) 3450-3461
    IF=5.479
  96. I. Stanimirova, M. Polowniak, R. Skorek, A. Kita, E. John, F. Buhl, B. Walczak, Chemometric analysis of the water purification process data, Talanta, 74 (2007) 153-162
    IF=3.374
  97. M. 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=1.367
  98. M. Daszykowski, From Projection Pursuit to other unsupervised chemometric techniques, Journal of Chemometrics, 21 (2007) 270-279*
    IF=1.367
  99. 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=3.641
  100. M. 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=2.063
  101. I. Stanimirova, M. Daszykowski, B. Walczak, Dealing with missing values and outliers in principal component analysis, Talanta, 72 (2007) 172-178*
    IF=3.374
  102. M. 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=2.063
  103. M. 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=2.063
  104. I. Stanimirova, S. Serneels, P.J. Van Espen, B. Walczak, How to construct a multiple regression model for data with missing elements and outlying objects, Analytica Chimica Acta, 581 (2007) 324-332
    IF=3.186
  105. T. Pluta, P. Zerzucha, Molecular electric response properties of tetracyanoethene (TCNE), tetraethynylethene (TEE) and related systems, in: "Supramolecular Chemistry and Advanced Materials" (W. Macyk, K. Szacilowski), Wydzial Chemii, Uniwersytet Jagiellonski, Krakow 2007
    /*this work received financial support from the Foundation for Polish Science/

    2006

  106. M. Daszykowski, B. Walczak, Use and abuse of chemometrics in chromatography, Trends in Analytical Chemistry, 25 (2006) 1081-1096
    IF=5.068
  107. R. Put, M. Daszykowski, T. Baczek, Y. Vander Heyden, Retention prediction of peptides based on uninformative variable elimination by partial least squares, Journal of Proteome Research, 5 (2006) 1618-1625*
    IF=5.151
  108. A.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=3.554
  109. I. Stanimirova, K. Zehl, D.L. Massart, Y. Vander Heyden, J.W. Einax, Chemometric analysis of soil pollution data applying the Tucker N-way method, Analytical and Bioanalytical Chemistry, 385 (2006) 771-773
    IF=2.591
  110. W. 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=3.423
  111. E. Van Gyseghem, B. Dejaegher, R. Put, P. Forlay-Frick, A. Elkihel, M. Daszykowski, K. H?rger, 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=2.032

  112. /*this work received financial support from the Foundation for Polish Science/

    2005

  113. X. Capron, B. Walczak, O.E. de Noord, D.L. Massart, A modification of ICOMP criterion for estimation of PCR model complexity, Journal of Chemometrics, 19 (2005) 308-316
    IF=1.875
  114. T. Czekaj, W. Wu, B. Walczak, About kernel latent variable approaches and SVM, Journal of Chemometrics, 19 (2005) 341-354
    IF=1.875
  115. A.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=3.096
  116. B. Walczak, Book Review: Statistical treatment of analytical data, Zeev B. Alfassi, Zvi Boger and Yigal Ronen, Blackwell Publishing, Oxford, UK, 2004, 272 pages, ISBN 0-63-205367-4, Trends in Analytical Chemistry, 24 (2005) V
    IF=4.088
  117. I. Stanimirova, M. Daszykowski, E. Van Gyseghem, F.F. Bensaid, M. Lees, J. Smeyers-Verbeke, D.L. Massart, Y. Vander Heyden, Chemometrical exploration of an isotopic ratio data set of acetylsalicylic acid, Analytica Chimica Acta, 552 (2005) 1-12
    IF=2.760
  118. M. Daszykowski, I. Stanimirova, 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, Improving QSAR models for biological activity of HIV Reverse Transcriptase inhibitors: Aspects of outlier detection and uninformative variable elimination, Talanta, 68 (2005) 54-60
    IF=2.391
  119. S. 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=2.760
  120. M. 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=1.770
  121. I. Stanimirova, B. Walczak, D.L. Massart, Multiple Factor Analysis in environmental chemistry, Analytica Chimica Acta, 545 (2005) 1-12
    IF=2.760
  122. S. 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=2.760
  123. B. Walczak, W. Wu, Fuzzy warping of chromatograms, Chemometrics and Intelligent Laboratory Systems, 77 (2005) 173-180
    IF=1.770
  124. X. Capron, B. Walczak, O.E. de Noord, D.L. Massart, Selection and weighting of samples in multivariate regression model updating, Chemometrics and Intelligent Laboratory Systems, 76 (2005) 205-214
    IF=1.770
  125. K. Kaczmarek, B. Walczak, S. de Jong, B.G.M. Vandeginste, Baseline reduction in two dimensional gel electrophoresis images, Acta Chromatographica, 15 (2005) 82-96 ->get pdf
    IF=0.500
  126. F. Questier, R. Put, D. Coomans, B. Walczak, Y. Vander Heyden, The use of CART and multivariate regression trees for supervised and unsupervised feature selection, Chemometrics and Intelligent Laboratory Systems, 76 (2005) 45-54
    IF=1.770
  127. I. 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=1.163
  128. T. Pluta, P. Zerzucha, Polarizability and hyperpolarizability of pyrrole and phosphole, Annals of Pol. Chem. Soc., 4, (2005), 642-645

    2004

  129. F. Estienne, F. Despagne, B. Walczak, O.E. de Noord, D.L. Massart, A comparison of multivariate calibration techniques applied to experimental NIR data sets. Part III: Robustness against instrumental perturbation conditions, Chemometrics and Intelligent Laboratory Systems, 73 (2004) 207-218
    IF=1.899
  130. M. 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=2.098
  131. I. Stanimirova, B. Walczak, D.L. Massart, V. Simeonov, C.A. Saby, E. Di Crescenzo, STATIS, a 3-way method for data analysis. Application to environmental data, Chemometrics and Intelligent Laboratory Systems, 73 (2004) 219-233
    IF=1.899
  132. I. Stanimirova, B. Walczak, D.L. Massart, V. Simeonov, A comparison between two robust PCA algorithms, Chemometrics and Intelligent Laboratory Systems, 71 (2004) 83-95
    IF=1.899
  133. Q.-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 - studies of HIV reverse transcriptase inhibitors, Chemometrics and Intelligent Laboratory Systems, 72 (2004) 27-34
    IF=1.899
  134. M. Daszykowski, 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, Classification and Regression Trees - studies of HIV Reverse Transcriptase Inhibitors, Journal of Chemical Information and Computer Sciences, 44 (2004) 716-726
    IF=2.810
  135. K. Kaczmarek, B. Walczak, S. de Jong, B.G.M Vandeginste, Preprocessing of two-dimensional gel electrophoresis images, Proteomics, 4 (2004) 2377-2389
    IF=5.766
  136. T. Pluta, P. Zerzucha, Electric polarizability and hyperpolarizability of NCCN, NCCP, PCCP, Journal of Computational Methods in Science and Engineering, 4, (2004), 345-355
    IF=0.560
  137. P. Zerzucha, T. Pluta, Wyznaczanie molekularnych wlasnosci elektrycznych molekul H2CX (X=Se, Te) z wykorzystaniem efektywnych potencjalow rdzenia (ECP), in: "Na pograniczu chemii i biologii" (H. Koroniak, J. Barciszewski), 11, (2004), 149-157.
  138. P. Zerzucha, T. Pluta, Effective core potentials (ECP) calculations of molecular electric properties, Annals of Pol. Chem. Soc., 3, (2004), 481-484

    2003

  139. A. Smolinski, B. Walczak, J.W. Einax, Robust Multivariate Calibration in Environmental Studies, Analytical Letters, 36 (2003) 2317-2336
    IF=0.929
  140. K. Kaczmarek, B. Walczak, S. de Jong, B.G.M. Vandeginste, Matching of 2D gel electrophoresis images, Journal of Chemical Information and Computer Sciences, 43 (2003) 978-986
    IF=3.078
  141. K. Kaczmarek, B. Walczak, S. de Jong, B.G.M. Vandeginste, Comparison of image transformations methods used in matching of 2D gel electrophoresis images, Acta Chromaptographica, 13 (2003) 7-21 -> get full paper
  142. M. Daszykowski, B. Walczak, D.L. Massart, Projection methods in chemistry, Chemometrics and Intelligent Laboratory Systems, 65 (2003) 97-112
    IF=2.229
  143. B. Walczak, K. Kaczmarek, Zautomatyzowane dopasowywanie obrazu dwuwymiarowej elektroforezy zelowej, Materialy Konferencyjne II Konferencji "Chemometria - metody i zastosowania", Zakopane, 16-19.10.2003; Wydawnictwo Instytutu Ekspertyz Sadowych, Krakow 2003, p. 55-77
  144. J.A. Fernez 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=2.229
  145. M. Daszykowski, B. Walczak, D.L. Massart, A journey into low-dimensional spaces with Autoassociative Neural Networks, Talanta, 59 (2003) 1095-1105
    IF=2.091
  146. E. 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=2.922
  147. B. Walczak, M. Daszykowski, Metody kompresji i wizualizacji wielowymiarowych danych chemicznych, Proceedings II Conference "Chemometria - metody i zastosowania", Cracow (2003) 78-99
  148. A. Chmielowska, P. Zerzucha, T. Pluta, Dipole moment and polarizability of furan and chlorofuran, Annals of Pol. Chem. Soc., 2, (2003), 904-907

    2002

  149. K. Kaczmarek, B. Walczak, S. de Jong, B.G.M. Vandeginste, Feature based fuzzy matching of 2D gel electrophoresis images, Journal of Chemical Information and Computer Sciences, 42 (2002) 1431-1442
    IF=2.902
  150. M. 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=2.902
  151. M. Daszykowski, B. Walczak, D.L. Massart, Representative subset selection, Analytica Chimica Acta, 468 (2002) 91-103
    IF=2.114
  152. M. 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=2.902
  153. A. Smolinski, B. Walczak, J.W. Einax, Hierarchical clustering extended with visual complements for interpretation of environmental data set, Chemometrics and Intelligent Laboratory Systems, 64 (2002) 45-54
    IF=1.841
  154. F. Questier, Q. Guo, B. Walczak, D.L. Massart, C. Boucon, S. de Jong, The Neural Gas network for classifying analytical data, Chemometrics and Intelligent Laboratory Systems, 61 (2002) 105-121
    IF=1.841
  155. F. Questier, I. Arnaut-Rollier, B. Walczak, D.L. Massart, Application of rough set theory to feature selection for unsupervised clustering, Chemometrics and Intelligent Laboratory Systems, 63 (2002) 155-167
    IF=1.841
  156. F. Questier, B. Walczak, D.L. Massart, Feature selection for hierarchical clustering, Analytica Chimica Acta, 466 (2002) 311-324
    IF=2.114
  157. V. Pravdova, B. Walczak, D.L. Massart, A comparison of two algorithms for warping of analytical signals, Analytica Chimica Acta, 456 (2002) 77-92
    IF=2.114
  158. E. Adams, B. Walczak, C. Vervaet, P.G. Risha, D.L. Massart, PCA of dissolution data with missing values, International Journal of Pharmaceutics, 234 (2002) 169-178
    IF=1.419
  159. A. Smolinski, B. Walczak, Exploratory analysis of chromatographic data sets with missing elements. Initialization of Expectation-Maximization algorithm, Acta Chromatographica, 12 (2002) 30-48 -> get full paper
  160. A. Kuczynska, B. Walczak, Assessment of the homogenity of chromatographic peaks. Part 1. Basic concepts and examples, Acta Chromatographica, 12 (2002) 11-29 -> get full paper
  161. V. Pravdova, C. Boucon, S. de Jong, B. Walczak, D.L. Massart, Three-way principal component analysis applied to food analysis: an example, Analytica Chimica Acta, 462 (2002) 133-148
    IF=2.114
  162. A. Smolinski, B. Walczak, J.W. Einax, Exploratory analysis of data sets with missing elements and outliers, Chemosphere, 49 (2002) 233-245
    IF=1.181
  163. P. Zerzucha, T. Pluta, Electric properties of the C2H2...HCl system, in: Materialy miedzynarodowej Konferencji Studenckich Kol Naukowych "Studencki ruch naukowy - wyzwania XXI wieku" (2002), 21-26.

    2001

  164. M. 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
  165. V. Pravdova, B. Walczak, D.L. Massart, H. Robberecht, R. Van Cauwenbergh, P. Hendrix, H. Deelstra, Three-way PCA for the visualization of trace elemental patterns in vegetables after different cooking procedures, Journal of Food Composition and Analysis, 14 (2001) 207-225
  166. V. Pravdova, B. Walczak, D.L. Massart, S. Kawano, K. Toyoda, R. Tsenkova, Calibration of somatic cell count in milk based on NIR spectrocsopy, Analytica Chimica Acta, 450 (2001) 131-141
    IF=2.073
  167. V. Pravdova, F. Estienne, B. Walczak, D.L. Massart, Robust version of TUCKER3 model, Chemometrics and Intelligent Laboratory Systems, 59 (2001) 75-88
    IF=1.412
  168. V. Simeonov, P. Barbieri, B. Walczak, D.L. Massart, S. Tsakovski, Environmetric modeling of a potable water data set, Toxicological and Environmental Chemistry, 79 (2001) 55-72
  169. B. Walczak, D.L. Massart, Dealing with missing data. Part 1, Chemometrics and Intelligent Laboratory Systems, 58 (2001) 15-17
    IF=1.412
  170. B. Walczak, D.L. Massart, Dealing with missing data. Part 2, Chemometrics and Intelligent Laboratory Systems, 58 (2001) 29-42
    IF=1.412
  171. C. Perrin, B. Walczak, D.L. Massart, The use of wavelets for signal denoising in capillary electrophoresis, Analytical Chemistry, 73 (2001) 4903-4917
    IF=4.532
  172. F. Estienne, L. Pasti, V. Centner, B. Walczak, F. Despagne, D. Jouan Rimbaud, O.E. de Noord, D.L. Massart, A comparison of multivariate calibration techniques applied to experimental NIR data sets. Part II: predictive ability under extrapolation conditions, Chemometrics and Intelligent Laboratory Systems, 58 (2001) 195-211
    IF=1.412
  173. T. Pluta, P. Zerzucha, Calculation of atomic and molecular highes - order electric properties using compact basis set, Annals of Pol. Chem. Soc., 1, (2001), 253-256

    2000

  174. V. Schoonjans, F. Questier, A. P. Borosy, B. Walczak, D.L. Massart, Use of mass spectrometry for assessing similarity/diversity of natural products with unknown chemical structures, Journal of Pharmaceutical and Biochemical Analysis, 21 (2000) 1197-1214
  175. B. Walczak, D.L. Massart, Local modelling with Radial Basis Functions Networks, Chemometrics and Intelligent Laboratory Systems, 51 (2000) 219-238
  176. V. Centner, J. Verdu-Andres, B. Walczak, D. Joun-Rimbaud, F. Despagne, O. de Nord, A comparison of multivariate calibration techniques applied to experimental NIR data sets, Applied Spectroscopy, 54 (2000) 608-623
  177. J. Polanski, B. Walczak, Comparative molecular surface analysis (COMSA): a novel tool for molecular design, Computers and Chemistry, 24 (2000) 615-625
  178. J. Polanski, B. Walczak, R. Gieleciak, S. jkaszyk, Self-organizing neural networks for modeling 3D QSAR - a comparative study, Acta Poloniae Pharmaceutica - Drug Research, 57 (2000) 76-79
  179. B. Walczak, D.L. Massart, Joint basis and joint best-basis for data sets, in B. Walczak (ed.), Wavelets in Chemistry, Elsevier, Amsterdam 2000
  180. B. Walczak, J.P. Radomski, Wavelet bases for IR library compression, searching and reconstruction, in B. Walczak (ed.), Wavelets in Chemistry, Elsevier, Amsterdam 2000
  181. B. Walczak, D.L. Massart, Calibration in wavelet domain, in B. Walczak (ed.), Wavelets in Chemistry, Elsevier, Amsterdam 2000
  182. 1999

  183. R. De Maesschalck, F. Estienne, J. Verdu-Andres, A. Candolfi, V. Center, F. Despagne, D. Jouan-Rimbaud, B. Walczak, D.L. Massart, S. de Jong, O.E. Noord, C. Puel, B.M.G. Vandeginste, The development of calibration models for spectroscopic data using Principal Component Regression, Internet Journal of Chemistry, 2 (1999) 19
  184. B. Walczak, D.L. Massart, Rought set theory, Chemometrics and Intelligent Laboratory Systems, 47 (1999) 1-16
  185. L. Pasti, B. Walczak, D.L. Massart, P. Reschiglian, Optimization of signal denoising in wavelet transform (DWT), Chemometrics and Intelligent Laboratory Systems, 48 (1999) 21-34
  186. 1998

  187. B. Walczak, Feedback from data, "Feedback from the Data" in: "MultiComponent Reactions & Combinatorial Chemistry" (Proceedings of the German-Polish Workshop, University of Technology, Rzeszow, Poland; editors: Zdzislaw S. Hippe and Ivar K. Ugi); Oficyna Wydawnicza Politechniki Rzeszowskiej, Rzesz??Poland, 1998; pp. 249-266
  188. B. Walczak, D.L. Massart, Multiple outlier detection revisited, Chemometrics and Intelligent Laboratory Systems, 41 (1998) 1-15
  189. F. Despagne, B. Walczak, D.L. Massart, Standardization of near-Infrared spectra using Neural Networks, Applied Spectroscopy, 52 (1998) 732-745
  190. 1997

  191. B. Walczak, Applications of Neural Networks and Neuro-Fuzzy Systems in chemistry, Proceedings of The Third Conference 'Neural Networks and Their Applications', Kule/Czestochwa 14-18.10.1997
  192. B. Walczak, D.L. Massart, Wavelets - something for analytical chemistry?, Trends in Analytical Chemistry, 16 (1997) 451-463
  193. B. Walczak, D.L. Massart, Wavelet packet transform applied to a set of signals: a new approach to the best-basis selection, Chemometrics and Intelligent Laboratory Systems, 38 (1997) 39-50
  194. D. Jouan-Rimbaud, B. Walczak, R. Poppi, O.E. de Noord, D.L. Massart, Application of wavelet transform to extract the relevant component from spectral data for multivariate calibration, Analytical Chemistry, 69 (1997) 4317-4323
  195. S. Inghelbrecht, J.-P. Remon, P.F. de Aguiar, B. Walczak, D.L. Massart, H. Vermeersch, P. De Backer, Instrumentation of a roll compactor and the evaluation of the parameter settings by neural networks, Journal of Pharmaceutical Research, 148 (1997) 103-115
  196. B. Walczak, D.L. Massart, Noise supression and signal compression using wavelet packet transform, Chemometrics and Intelligent Laboratory Systems, 36 (1997) 81-94
  197. B. Walczak, E. Bouvresse, D.L. Massart, Standardization of near-infrared spectra in the wavelet domain, Chemometrics and Intelligent Laboratory Systems, 36 (1997) 41-51
  198. 1996

  199. W. Wu, B. Walczak, W. Penninckx, D.L. Massart, Feature reduction by Fourier transform in pattern recognition of NIR data, Analytica Chimica Acta, 331 (1996) 75-83
  200. B. Walczak, D.L. Massart, Application of Radial Basis Functions - Partial Least Squares to non-linear pattern recognition problems: diagnosis of process faults, Analytica Chimica Acta, 331 (1996) 187-193
  201. B. Walczak, D.L. Massart, The Radial Basis Functions - Partial Least Squares approach as a flexible non-linear regression techniques, Analytica Chimica Acta, 331 (1996) 177-185
  202. W. Wu, Y. Mallet, B. Walczak, W. Penninckx, D. L. Massart, S. Heuerding, F. Erni, Comparison of regularized discriminant analysis, linear discriminant analysis and quadratic discriminant analysis, applied to NIR data, Analytica Chimica Acta, 326 (1996) 257-265
  203. B. Walczak, B. van den Bogaert, D.L. Massart, Application of wavelet packet transform in pattern recognition of NIR data, Analytical Chemistry, 68 (1996) 1742-1747
  204. B. Walczak, Neural networks with robust backpropagation learning algorithm, Analytica Chimica Acta, 322 (1996) 21-29
  205. W. Wu, B. Walczak, D.L. Massart, S. Heuerding, F. Erni, I.R. Last, K.A. Prebble, Artificial neural networks in classification of NIR spectral data: design of the training set, Chemometrics and Intelligent Laboratory Systems, 33 (1996) 35-46
  206. J. Toft, B. Walczak, "Kunstige nevrale nett", in "Anvendelse av kjemometri innen forskning og industri", editors: R. Nortvedt, F. Brakstad, O. M. Kvalheim, T. Lundstedt, Infometrics Publisher, Bergen - Sandviken, 1996; pp. 207-220
  207. 1995

  208. B. Walczak, Outlier detection in bilinear calibration, Chemometrics and Intelligent Laboratory Systems, 29 (1995) 63-73
  209. B. Walczak, Outlier detection in multivariate calibration, Chemometrics and Intelligent Laboratory Systems, 28 (1995) 259-272
  210. W. Wu, B. Walczak, D.L. Massart, K.A. Prebble, I.R. Last, Spectral transformation and wavelength selection in NIR spectra classification, Analytica Chimica Acta, 315 (1995) 243-255
  211. D. Jouan-Rimbaud, B. Walczak, D.L. Massart, I. Last, K. Prebble, Comparison of multivariate methods based on latent vectors and methods based on wavelength selection for the analysis of near-infrared spectroscopic data, Analytica Chimica Acta, 304 (1995) 285-295
  212. B. Walczak, D.L. Massart, Robust principal components regression as a detection tool for outliers, Chemometrics and Intelligent Laboratory Systems, 27 (1995) 41-54
  213. 1994

  214. B. Walczak, W. Wegscheider, Calibration of non-linear analytical systems by a neuro fuzzy approach, Chemometrics and Intelligent Laboratory Systems, 22 (1994) 199-207
  215. B. Walczak, E. Bauer-Wolf, W. Wegscheider, A neuro-fuzzy system for X-ray spectra interpretation, Microchimica Acta, 113 (1994) 153-169
  216. 1993

  217. B. Walczak, W. Wegscheider, Non-linear modeling of chemical data by combinations of linear and neural networks methods, Analytica Chimica Acta, 283 (1993) 508-517
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