Logowanie

Języki

  • Polski
  • English
fotopracownik

Nawigacja

dr hab. Anna Bartkowiak

Pracownik  

2015

  1. A. Bartkowiak, R. Zimroz, NMF and PCA as applied to gearbox fault data, Intelligent data engineering and automated learning - IDEAL 2015 : 16th international conference, Wroclaw, Poland, October 14-16, 2015 ; proceedings / Konrad Jackowski et al. (eds.). - Cham : Springer, 2015. - (Lecture Notes in Computer Science ; 9375). - S. 199-206. (http://dx.doi.org/10.1007/978-3-319-24834-9_24)
  2. A. Bartkowiak, R. Zimroz, Probabilistic principal components and mixtures, how this works, Computer Information Systems and Industrial Management : 14th IFIP TC 8 International Conference, CISIM 2015, Warsaw, Poland, September 24-26, 2015, Proceedings / Khalid Saeed, Wladyslaw Homenda (eds.). - Cham : Springer, 2015. - (Lecture Notes in Computer Science ; 9339). - S. 24-35. (http://dx.doi.org/10.1007/978-3-319-24369-6_2)

2014

  1. A. Bartkowiak, R. Zimroz, Dimensionality reduction via variables selection: linear and nonlinear approaches with application to vibration-based condition monitoring of planetary gearbox, Applied Acoustics. - Vol. 77 (2014), s. 169-177. (http://dx.doi.org/10.1016/j.apacoust.2013.06.017)

2013

  1. A. Bartkowiak, R. Zimroz, Efficacy of some primary discriminant functions in diagnosing planetary gearboxes, Computer Information Systems and Industrial Management : 12th IFIP TC8 International Conference, CISIM 2013, Krakow, Poland, September 25-27, 2013 : Proceedings / Khalid Saeed, Rituparna Chaki, Agostino Cortesi, Sławomir Wierzchoń (eds.). - Berlin, Heidelberg : Springer, 2013. - (Lecture Notes in Computer Science ; 8104). - S. 24-35. (http://dx.doi.org/10.1007/978-3-642-40925-7_3)
  2. A. Bartkowiak, R. Zimroz, Two simple multivariate procedures for monitoring planetary gearboxes in non-stationary operating conditions, Mechanical Systems and Signal Processing. - Vol. 38, iss. 1 (2013), s. 237-247. (http://dx.doi.org/10.1016/j.ymssp.2012.03.022)

2012

  1. A. Bartkowiak, R. Zimroz, Curvilinear dimensionality reduction of data for gearbox condition monitoring, Przeglad Elektrotechniczny . - R. 88, nr 10b (2012), s. 268-271. (http://pe.org.pl/issue.php?lang=0)
  2. A. Bartkowiak, R. Zimroz, Data dimension reduction and visualization with application to multi-dimensional gearbox diagnostics data: comparison of several methods, Solid State Phenomena. - Vol. 180 (2012), s. 177-184. (http://www.dx.doi.org/10.4028/www.scientific.net/SSP.180.177)
  3. A. Bartkowiak, R. Zimroz, Curvilinear component analysis in search of dimensionality and structure of some gearbox data, Proceedings of the Federated Conference on Computer Science and Information Systems - FedCSIS 2012, September 9 - 12, 2012, Wroclaw, Poland / M. Ganzha, L. Maciaszek, M. Paprzycki, (eds). - Warszawa : Polskie Towarzystwo Informatyczne, 2012.- S. 27-34. (http://ieeexplore.ieee.org/xpl/mostRecentIssue.jsp?punumber=6330483)
  4. A. Bartkowiak, R. Zimroz, Multidimensional data analysis for condition monitoring: features selection and data classification, CM 2012 / MFPT 2012 - The Ninth International Conference on Condition Monitoring and Machinery Failure Prevention Technologies. Electronic Proceedings, [CD-ROM], Paper 402, pp. 1-12. ISBN 978-1-901892-36-9. Publisher: Coxmoor Publishing Co., Oxfordshire, 2012, RK.

2011

  1. A. Bartkowiak, A. Szustalewicz, Lars Regression in Diagnosing Mammograms: Selection of Variables for Analysis, Colloquium Biometricum 41, 2011, 73-86. (http://tinyurl.com/73kxso2)
  2. A. Bartkowiak, Anomaly, novelty, one-class classification: a Comprehensive Introduction, International Journal of Computer Information Systems and Industrial Management Applications, Vol. 3 (2011), 61-71. (http://www.mirlabs.org/ijcisim/regular_papers_2011/Paper8.pdf)
  3. A. Bartkowiak, Command and block profiles for legitimate users of a computer network, w: Computer information systems: analysis and technologies, 10th international conference, proceedings (CISIM 2011, Kolkata, India, December 14-16, 2011) Nabendu Chaki, Agostino Cortesi (ed.), Berlin, Heidelberg: Springer, 2011, (Communications in computer and information science, 245) 295-304. (http://dx.doi.org/10.1007/978-3-642-27245-5_35)
  4. A. Bartkowiak, R. Zimroz, Investigation on spectral structure of gearbox vibration signals by principal component analysis for condition monitoring purposes, Journal of Physics, Conference Series, Vol. 305, nr 1 (2011), nr art. 012075 (10 str.), 9th International Conference on Damage Assessment of Structures (DAMAS 2011) 11-13 July 2011, St. Anne's College, University of Oxford (http://dx.doi.org/10.1088/1742-6596/305/1/012075)
  5. A. Bartkowiak, R. Zimroz, Outliers analysis and one class classification approach for planetary gearbox diagnosis, Journal of Physics: Conference Series, Vol. 305, nr 1 (2011), nr art. 012031 (10 str.), 9th International Conference on Damage Assessment of Structures (DAMAS 2011), 11-13 July 2011, St. Anne's College, University of Oxford (http://dx.doi.org/10.1088/1742-6596/305/1/012031)
  6. A. Bartkowiak, R. Zimroz, Sparse PCA for gearbox diagnostics, w: Proceedings of the Federated Conference on Computer Science and Information Systems (FedCSIS 2011), Szczecin, Poland, 18-21 September 2011, M. Ganzha, L. Macieszek, M. Paprzycki (eds.), Katowice: Polskie Towarzystwo Informatyczne, Oddział Górnośląski, 2011, 25-31 (http://tinyurl.com/7cz4mba)

2010

  1. A. Bartkowiak, A. Szustalewicz, Comparing ORF Length in DNA Code Observed in Sixteen Yeast Chromosomes, Proceedings of COMPSTAT'2010, 19th International Conference on Computational Statistics, Paris – France, Physica-Verlag, Springer, 745-752, 2010. (http://extras.springer.com/2010/978-3-7908-2603-6)
  2. A. Bartkowiak, Anomaly, Novelty, One-Class Classification: A Short Introdution (red. A. Abraham, K. Saeed, V. Snasel), Computer Information Systems and Industrial Management Applications (Cisim) Proceedings. Key-note paper, IEEE 2010, pp. 1-6. IEEE Catalog Number: CFP1040C-CDR. (http://ieeexplore.ieee.org/xpl/)
  3. A. Bartkowiak, Outliers in biometrical data: Whats old, Whats new, Int. J. of Biometrics, Inderscience, Volume 2, No. 1, 2-18, 2010. (http://www.inderscience.com/offer.php?id=30413)
  4. A. Bartkowiak, Outliers in some Faces and non-Faces data, Int. J. of Biometrics, Inderscience, Volume 2, No. 3, 203-221, 2010. (www.inderscience.com/search/index.php?action=record&rec_id=33392)

2009

  1. A. Bartkowiak, A. Szustalewicz, Are amino-acids counts in yeast ORFs negative binomial?, International Journal of Biometrics, Vol. 1, No. 3, 268-297, 2009.
  2. A. Bartkowiak, Modelling Occurrence of Amino-Acids in Yeast DNA code, BERE 2009 Abstracts. Symposium on Biomathematics and Ecology Research and Education, June 13-17, 2009, Izmir University of Economics, Turkey, 19-20.
  3. A. Bartkowiak, Outliers in biometrical data – two real examples of analysis (red. K. Saeed), 2009 Int'1 Conf. on Biometrics and Kansei Engineering, ICBAKE 2009, 25-28 June 2009, Cieszyn, Poland. IEEE Computer Society Conference Publishing Services, Los Alamitos, CA, CPS Online, 1-6.
  4. A. Bartkowiak, Search for outliers in abnormal data – a case study on frequencies of amino-acids in DNA code, ACS-AISBITS, 16th Intnl. Multi-Conf Conference on Advanced Computer Systems, Artificial Intelligence, Software Technologies, Biometrics and Information Technology security, 14-16th October 2009, Szczecin-Międzyzdroje. Electronic proceedings.

2008

  1. A. Bartkowiak, A. Szustalewicz, Distribution of Amino-Acids Coding Genetic Information in Yeast Orfs, Polish Journal of Environ. Stud., Vol. 17, No.
  2. A. Bartkowiak, A. Szustalewicz, Intrinsic Dimensionality of Data and of their Representatives. A Case Study of Amino-Acid Distribution in ORFs (red. V. Snaśel), Proceedings IEEE: CISIM2008, 7th Computer Information Systems and Industrial Management Applications. Ostrava, The Czech Republic, 2008, 177-182, IEEE Computer Society, Los Alamitos, CA.
  3. A. Bartkowiak, Nonlinear Dimensionality Reduction by Isomap and MLE-dim as Applied to Amino-Acid Distribution in Yeast ORFs (red. V. Snasel), EEE Proceedings, 7th International Conference "Computer Information Systems and Industrial Management Applications". Ostrava, June 26-28, 2008.182-188. Published by the IEEE Computer Society, Los Alamitos, CA.
  4. A. Bartkowiak, Orf length is negative binomial – why? (red. P. Brito), Proceedings in Computational Statistics, Contributed papers on CD, 2008, 291-298. Physica Verlag, a Springer Company.
  5. A. Bartkowiak, A. Szustalewicz, Distribution of Amino-Acids Coding Genetic Information in Yeast Orfs, materiały na płycie CD, 15th International Multi-Conference ACS, 15-17 October 2008, Międzyzdroje, organizowanej przez Wydział Informatyki Politechniki Szczecińskiej.

2007

  1. A. Bartkowiak, N. Evelpidou, A. Vasilopoulos, Book Chapter in book: Visualization of Five Erosion Risk Classes using Kernel Discriminants (red. J, Pejaś, K. Saeed), Advances in Information Processing and Protection, Springer, 169-178.
  2. A. Bartkowiak, N. Evelpidou, Visualization of Some Multi-Class Erosion Data Using GDA and Supervised SOM (red. R. Mosdorf, J. Pejaś, K. Saeed), Book Chapter in book: Biometrics, Computer Security Systems and Artificial Intelligence Applications. Springer, 13-22.
  3. A. Bartkowiak, Comparing the distribution of the WIG20 and S&P500 index, Hercma 2007, The 8th Hellenic European Research on Computer Mathematics & its Applications Conference, 2007, Athens University of Economics and Business, Lea Publishers Athens, 101-105.
  4. A. Bartkowiak, Long-Term patterns in some stock data (red. C. Ferreira, C. Lauro, S. de Miranda, G. Saporta), IASC 07 Conf. "Statistics for Data Mining, Learning and Knowledge Extraction" 30th Aug. to Sept. 1st, 2007 – Aveiro, Portugal, Electronic Proceedings, 1-8.
  5. A. Bartkowiak, Recenzja książki: A. Unwin, M. Theus, H. Hofmann, Graphics of Large Data Sets, Springer2006 - dla ISCB News.
  6. A. Bartkowiak, Should normal distribution be normal? The Student's t alternative (red. K. Saeed), 6th Int. Conf. CISIM'07, Computer Information Systems and Industrial Management Applications, Ełk, Poland, 28-30 June 2007, IEEE Computer Society Conference Publishing Services (CPS), Los Alamitos, 3-8.

2006

  1. A. Bartkowiak, A. Szustalewicz, Kernel Discriminant Analysis – a Practice Using the UCI Wine Data (red. J. Hartmann, J. Michalek), Biometricke metody a modely w soucasne vede a vyskumu, Sbornik referatu. UKZUZ Brno, 2006.
  2. A. Bartkowiak, K. Gorski, Personal Authentication from Palm Scans, ACS 2006, 13th International Multi-Conference on Advanced Computer Systems. October 18-20, Międzyzdroje, Poland.
  3. A. Bartkowiak, N. Evelpidou, A. Vassilopoulos, Visualization of Five Erosion Risk Classes using Kernel Discrimiants (red. I. El Fray, J. Pejas, K. Saeed), Advanced Computer Systems, ACS 2006, 13th International Multi-Conference on Advanced Computer Systems. October 18-20, Międzyzdroje, Poland. Vol. I. 245-255. Faculty of Informatics, Szczecin University of Technology, 2006.
  4. A. Bartkowiak, N. Evelpidou, Visualization of Some Multi-Class Erosion Data Using GDA and Supervised SOM (red. R. Mosdorf, J. Pejas, K. Saeed), Biometrics, Computer Security Systems and Artificial Intelligence Applications, ©Springer Science+Business Media LLC, New York, pp. 13-22.
  5. A. Bartkowiak, N. Evelpidou, Visualizing some multi-class erosion data using kernel methods, COMPSTAT 2006, Computational Statistics. Physica Verlag, A Springer Company, 805-812.

2005

  1. A. Bartkowiak, N. T. Trendafilov, Feature extraction by the SCo-TLASS: an illustrative example (red. M. A. Kłopotek), Intelligent Information Processing and Web Mining, Proceedings of the International IIS: IIPWM'05 Conference, Springer Series: Advances in SOFT Computing ISBN 3-540-25056-5, 2005, 3-11.
  2. A. Bartkowiak, N. Evelpidou, A. Vassilopoulos, J. Zdziarek, Choosing representative data items: Kohonen, Neural Gas or Mixture Model? (red. J. Pejas, A. Piegat), Enhanced Methods in Computer Security, Biometric and Artificial Intelligence Systems, Kluwer Academic Publishers, Springer ISBN 1-4020-7776-9, e-book 0-387-23484-5 New York, 2005, 337-344.
  3. A. Bartkowiak, N. Evelpidou, Visualization of multivariate data with additional class information (red. K. Saeed et al.), Image Analysis, Computer Graphics, Security Systems and Artificial Intelligence Applications. Vol. I. Issued by WSFiZ, Białystok, (Volume I, Part III. Image analysis, Graphics and Biometrics), 2005, 307-320.
  4. A. Bartkowiak, Data points viewed in Kohonen's self-organizing maps, Neural Network World, V. 15, no. 4, 2005, 205-302.
  5. A. Bartkowiak, Robust Mahalanobis distances obtained using the "multout" and "fast-mcd" methods, Biocybernetics and Biomedical Engineering, Vol. 25, nb. 1, 2005, 7-21.
  6. A. Bartkowiak, P. Wnuk-Lipiński, Remarks on evaluation of correlation dimension for 5 French stock data, SYNASC'05 – 7th Symposium on Symbolic and Numeric Algorithms for Scientific Computing. Main track papers. IeAT Technical Report 05-06, 2005, 91-98.

2004

  1. A. Bartkowiak, Visualizing large data by the SOM and GTM methods – what are we obtaining? (red. M. A. Klopotek, K. Trojanowski, A. T. Wierzchoń), Intelligent Information Processing and Web Mining. Proc. of the Int. IIS:IIP WM'04 Conference held in Zakopane, Poland, May 17-20, 2004, pp. 399-403. Advances in Soft Computing, Springer 2004.
  2. A. Bartkowiak, Data points viewed in Kohonen's self-organizing maps (red. J. Antoch), COMPSTAT 2004, Proceedings in Computational Statistics, 16th Symposium held in Prague, Physica-Verlag, A Springer Company, 647-654.
  3. A. Bartkowiak, S. Cebrat, P. Mackiewicz, Probabilistic PCA and neural networks in search of representative features for some yeast genome data (red. T. Burczyński, W. Cholewa, W. Moczulski), Methods of Artificial Intelligence AIMETH 2004, Book of short papers, str. 17-18. Silesian UT and Polish Association for Computational Mechanics, AI-METH Series, Gliwice 2004.
  4. A. Bartkowiak, Recent Developments in Artificial Intelligence Methods (red. T. Burczyński, W. Cholewa, W. Moczulski), AI-METH Series, Gliwice, 2004, 21-26.

2003

  1. A. Bartkowiak, S. Cebrat, P. Mackiewicz, A. Szustalewicz, Kohonen's self-organizing maps as applied to graphical visualization of some yeast DNA data, Listy Biometryczne – Biometrical Letters, Vol. 40, 2003, No. 2, 37-56.
  2. A. Bartkowiak, N. Evelpidou, A. Vassilopoulos, Choosing data vectors representing a huge data set: Kohonen's SOM applied to the Kefallinia erosion data, Proceedings of the First Int. Conf. on Environmental Research and Assessment, Bucharest, Romania, March 23–27, 2003, 505–521, ISBN 973-558-077-2, print on line CD-ROM, copyright Ars Docendi Publishing House, Bucharest, Romania.
  3. A. Bartkowiak, N. Evelpidou, A. Szustalewicz, A. Vassilopoulos, Choosing data vectors representing a huge data set: a comparison of Kohonen's maps and the neural gas method, Proceedings of the First Int. Conf. on Environmental Research and Assessment Bucharest, Romania, March 23–27, 2003, 561–572, ISBN 973-558-077-2, print on line CD-ROM, copyright Ars Docendi Publishing House, Bucharest, Romania.
  4. A. Bartkowiak, N. Evelpidou, A. Vassilopoulos, J. Zdziarek, Choosing representative data items: Kohonen, Neural Gas or Mixture Model? A case study of erosion data, 8 stron. ACS'2003, The Tenth International Multiconference on Advanced Computer Systems, Szczecin-Międzyzdroje, October 22–24, 2003.
  5. A. Bartkowiak, J. Zdziarek, Outliers – a continuing problem, Bulletin of the Int. Statistical Institute, 54th Session, Proceedings. Berlin 2003. Electronic publications in disk, pp. 1-2.

2002

  1. A. Bartkowiak, N. Evelpidou, Th. Gournelos, A. Vassilopoulos, Self-organizing maps – a helpful tool in clustering areas with similar factors of erosion risk, Proceedings of the 6th Pan-Hellenic Geographical Congress of the Hellenic Geographical Society, Thessaloniki 3-5.10.2002, V. 2, Carthography, Remote Sensing and Environment, 87-94.
  2. A. Bartkowiak, N. Evelpidou, A. Vassilopoulos, Self-organizing maps as a tool for comparison of two classifications, Proceedings of the 15th Summer School of Biometry, organized by the Biometric Committes of the Czech and Slovak Academy of Science, Agricultural Section. In Lednice, Czech Republik, 2-6. Sept. 2002. Manuscript 1-8.
  3. A. Bartkowiak, N. Evelpidou, A. Vassilopoulos, Problems encountered when determining the risk of an event in case of imprecise information (red. T. Burzyński, W. Cholewa, W. Moczulski), Invited paper. AI-METH 2002, Methods of Artificial Intelligence, Nov. 13-15, 2002, Gliwice. Silesian Univ. of Technology and Polish Association for Computational Mechanics. Silesian Univ. of Technology, Gliwice, 19-26.
  4. A. Bartkowiak, N. Evelpidou, Logistic discriminant analysis and probabilistic neural networks in estimating erosion risk (red. P. Ahrend, S. Klinke, L. Richter), Proceedings of the Conference COMPSTAT 2002, 24th-28th of August, 2002, in Berlin, Germany, Short Communications and Posters, 2 pages. Published in CD.
  5. A. Bartkowiak, N. Evelpidou, Logistic discriminant analysis and probabilistic neural networks in estimating erosion risk (red. P. Ahrend, S. Klinke, L. Richter), Proceedings of the Conference COMPSTAT 2002, 24th-28th of August, 2002, in Berlin, Germany, Short Communications and Posters, Abstracts, 21.
  6. A. Bartkowiak, S. Cebrat, P. Mackiewicz, A. Szustalewicz, Visualizing of coding and non-coding pieces of DNA – using vector quantization and self-organizing maps, IBC2002, XXIst International Biometric Conference, Freiburg, Germany, July 21-26, 2002. Proceedings – Abstracts of Special and Contributed Paper presentations, 171-172.

2001

  1. A. Bartkowiak, A Set of XLispStat Subroutines for Detecting Outliers (red. K. Hornik, F. Leisch), DSC 2001 Proceedings of the 2nd International Workshop on Distributed Statistical Computing, March 15-17, Vienna, Austria, pp. 1-8. (http://www.ci.tuwien.ac.at/Conferences/DSC-2001)
  2. A. Bartkowiak, An interesting grouping of Polish voievodeships obtained by self-organizing maps, Listy Biometryczne – Biometrical Letters, 38 (2001), No. 2, 67-79.
  3. A. Bartkowiak, Backprojection of data vectors using a given covariance matrix (red. J. Pejaś, J. Sołdek), Advanced Computer Systems, Eighth International Conference, ACS '2001, Part I, 27-38.
  4. A. Bartkowiak, K. Ziętak, Backprojection of data vectors using a given covariance matrix (red. J. Pejaś, J. Sołdek), Advanced Computer Systems. Kluwer Academic Publishers, Boston, The Kluwer Int. Series in Engineering and Computer Science, 27-38. Książka zawiera wybrane prace przedstawione na ACS'2001 Mielno, October 17-19, 2001.
  5. A. Bartkowiak, An Attempt of Recognizing Genes in DNA sequences, Book of Short Papers, CLADAG2001, Palermo, Italy, Classification and Data Analysis Group, Italian Statistical Society, 205-208.
  6. A. Bartkowiak, A semi-stochastic grand tour for identifying outliers and finding a clean subset, Listy Biometryczne – Biometrical Letters, Vol. 38, 2001, No 1, 11-31.

2000

  1. A. Bartkowiak, A. Szustalewicz, Two Non-conventional Methods for Visualisation of Multivariate Two-group Data, Biocybernetics and Biomedical Engineering, 2000, vol. 20, Number 4, pp. 2-20.
  2. A. Bartkowiak, A. Szustalewicz, Outliers – finding and classifying which genuine and which spurious (red. V. Esposito, C. Lauro), Special Issue on New Techniques and Technologies for Statistics, Computational Statistics, 15 (2000), 3-12.
  3. A. Bartkowiak, A. Szustalewicz, J. Zdziarek, Logistic discriminant function – how much advantages over the linear one?, Biometrical Letters, 37 (2000), 21-40.
  4. A. Bartkowiak, Correcting possible non-positiveness of a covariance matrix estimated elementwise in a robust way (red. J. Pejaś, J. Sołdek), Advanced Computer Systems, Proceedings of ACS'2000, Technical University of Szczecin, Szczecin 2000, 91-96.

1999

  1. A. Bartkowiak, Finding regressional outliers by dynamic projections (red. J. Hartmann, I. Horova, J. Pesek), Sbornik referatu XIII letni skoly biometriky, Cikhaj, 21-25, zari 1998, UKZUZ Brno 1998, 103-110.
  2. A. Bartkowiak, Two methods for graphical assessment of multivariate outliers, XXXIe Journees de Statistique, 17-21 Mai 1999, Grenoble, France, Resumes, Comite d'Organisation, Societe Francofone de Statistique, 527-530.
  3. A. Bartkowiak, S. Cebrat, P. Mackiewicz, Some statistical problems arising when investigating DNA sequence, HSSS, second European Conference on Highly Structured Stochasic Systems, Pavia, 14th-18th September 1999, Book of Abstracts, 19-23.
  4. A. Bartkowiak, Identifying Multivariate Outliers by Dynamic Graphics – As Applied to Some Medical Data (red. M. Ahsanullah, F. Yildirim), Rozdział w książce: Applied Statistical Science IV, Nova Science Publishers, New York, 1999, str. 29-36.
  5. A. Bartkowiak, W. Kupść, Kohonen nets in visualizing multivariate data – an assessment, Bulletin of the International Statistical Institute, Tome LVIII, ISI 99, Contributed papers, Helsinki 1999, V.1, 73-74.
  6. A. Bartkowiak, P. Piotrowicz, A. Szustalewicz, Detecting outliers in multivariate data by use of Kohonen's self-organizing maps (red. J. Peja's, J. Sołdek), Advanced Computer Systems, Sixth International Conference, Szczecin November 1999, Proceedings, Fac. of Computer Science & Information Systems, Technical University of Szczecin, Informa, 321-328.
  7. A. Bartkowiak, A. Szustalewicz, Some modern techniques for viewing multivariate data – a comparative look, Intelligent Information Systems VIII, Proceedings of the Workshop held in Ustroń, Poland, June 14-18, 1999, 7-11.

1998

  1. A. Bartkowiak, Finding multivariate outliers by dynamic graphics (red. M. Huskova, P. Lachout, J. A. Visek), Prague Stochastics '98, 650 anni Univ. Carolinae, Union of Czech Mathematicians and Physicists, 1998, 15-20.
  2. A. Bartkowiak, Identifying outliers – a look by a grand tour (red. D. Almorza, H. M. Ramos), Applied Sciences and the Environment, WITPRESS, Boston, Southampton, 1998, 13-21.
  3. A. Bartkowiak, A. Szustalewicz, Predictions in presence of outliers: which tool to choose (red. M. Kłopotek, M. Michalewicz, Z.W. Raś), Intelligent Information Systems, Proceedings of the Workshop Held in Malbork, Poland 15-19 June, 1998, IPI PAN Warszawa, 267-270.
  4. A. Bartkowiak, A. Szustalewicz, Displays of multivariate 2-group data, 46th ICB Seminar Statistics and Clinical Practice, Warsaw, 24-27 June, 1998, PAN MCB, 60-61.
  5. A. Bartkowiak, A. Szustalewicz, Outliers – which genuine and which spurious (red. P. Garonna, C. Lauro, Ph. Nanopoulos), NTTS'98, Int. Seminar on New Techniques and Technologies for Statistics, Contributed Papers, Sorrento, Italy, ARPA, Napoli, 1998, 61-66.
  6. A. Bartkowiak, A. Szustalewicz, Modelling regression in presence of outliers using neural network, XXVIII Int. Biometrical Colloqium in Honor of Tadeusz Caliński, Abstracts, Inowrocław 14-17 Sept. 1998, The Polish Biometrical Society, 1988, 4-5.
  7. A. Bartkowiak, A. Szustalewicz, Watchings steps of a grand tour implementation, Machine Graphics & Vision 7 (1998), 655-680.
  8. A. Bartkowiak, A. Szustalewicz, J. Zdziarek, What we can and what cannot expect from the logistic discriminant functions, 46th ICB Seminar Statistics and Clinical Practice, Warsaw, 24-27 June, 1998, PAN MCB, 55-59.

1997

  1. A. Bartkowiak, Some basics for detecting multivariate outliers in regressional context, Biocybernetics & Biomedical Engineering 17 (1997), 57-83.
  2. A. Bartkowiak, K. Kala, J. Witkowski, AVP and C+R plots – competition or complementation? (red. J. Janssen, C. N. Lauro), Applied Stochastic Models and Data Analysis. The Ins and Outs of Solving Real Problems, Anacapri (Napoli - Italia) June 11-14, 1997, Contributed Papers, Rocco Curto Editore, Napoli 1997, 31-36.
  3. A. Bartkowiak, W. Kupść, P. Kurjata, J. Witkowski, Graphical assistance for determining quadratic terms to be added to a linear regression model, XLII Sesja Naukowa z Biometrii, Materiały z Konferencji, Poznań 5-6 grudnia 1997, 5-10.
  4. A. Bartkowiak, J. Liebhart, A. Szustalewicz, Visualizing the correlation structure of some spirometric data by a biplot extended to 3 dimensions, Biocybernetics & Biomedical Engineering, 17 (1997), 85-99.
  5. A. Bartkowiak, A. Szustalewicz, Discriminant analysis using neural network algorithms from MatLab – experience with two data sets (red. J. Chojcan, L. Rutkowski, R. Tadeusiewicz), Neural Networks and Their Applications, Proceedings of the 3rd Conf. Polish Neural Networks Society, Kule 14-18.X.1997, Częstochowa 1997, 215-220.
  6. A. Bartkowiak, A. Szustalewicz, Detecting outliers by a grand tour, Machine Graphics & Vision 6 (1997), 487-505.
  7. A. Bartkowiak, A. Szustalewicz, Discriminant analysis using neural network: bad and good experience, XLII Sesja Naukowa z Biometrii, Materiały z Konferencji, Poznań 5-6 grudnia 1997, 129-135.

1996

  1. A. Bartkowiak, Search for multivariate outliers in regressional context (red. L. Bobrowski, J. Doroszewski), 34th ICB Seminar Statistics and Clinical Practice, Warsaw June 24-28 1996, PAN i Międzynarodowe Centrum Biocybernetyki, 29-31.
  2. A. Bartkowiak, A. Szustalewicz, Some issues connected with a 3D representation of multivariate data points, Machine Graphics & Vision 5 (1996), 563-577.
  3. A. Bartkowiak, J. Liebhart, A. Szustalewicz, Visualising the correlation structure by a biplot extended to 3 dimensions (red. L. Bobrowski, J. Doroszewski), 34th ICB Seminar Statistics and Clinical Practice, Warsaw June 24-28 1996, PAN i Międzynarodowe Centrum Biocybernetyki, 50-53.
  4. A. Bartkowiak, Dynamiczna grafika – kilka uwag o jej podstawach i zasadach, Colloquium Biometryczne, 26 (1996), 409-423.
  5. A. Bartkowiak, Sampling a multi-trait representative sample, Biometrical Letters, 33 (1996), 59-69.
  6. A. Bartkowiak, Wyznaczanie odpornych odległości Mahalanobisa (red. H. Tańska, A. Zabokrzecka), Krajowa Konferencja Zastosowań Statystyki, Mierki 12-14 czerwca 1995, Wydawnictwo ART, Olsztyn 1996, 15-28.

1995

  1. Lisp-Stat. Narzędzie eksploratywnej analizy danych (red. A. Bartkowiak), Uniw. Wrocł., Wrocław 1995.
  2. A. Bartkowiak, Distance-based regression in some heliophysical data analysis (red. E. M. Tiit), New trends in Probability and Statistics. Multivariate Statistics and Matrices in Statistics, VSP/TEV, Vilnius-Utrecht, 1995, 181-195.
  3. A. Bartkowiak, Exploratory data analysis, its historical development, what it is today, Biocybernetics and BiomedicalEngineering (1995), 85-120.
  4. A. Bartkowiak, Podstawowe instrukcje systemu Lisp-Stat (red. A. Bartkowiak), Lisp-Stat. Narzędzie eksploratywnej analizy danych, Uniw. Wrocł., Wrocław 1995, 7-30.
  5. A. Bartkowiak, W. Kupść, Wyszukiwanie alternatywnych podzbiorów regresyjnych na przykładzie umieralności kobiet w Polsce w latach 1989-91. I. Eksploratywna analiza pewnej regresji, Dwudzieste Piąte Colloquium Biometryczne, Polskie Towarzystwo Biometryczne, Wyd. Akademii Rolniczej w Lublinie, Lublin 1995, 337-348.
  6. A. Bartkowiak, W. Kupść, Wyszukiwanie alternatywnych podzbiorów regresyjnych na przykładzie umieralności kobiet w Polsce w latach 1989-91. II. Redukcja predyktorów, Dwudzieste Piąte Colloquium Biometryczne, Polskie Towarzystwo Biometryczne, Wyd. Akademii Rolniczej w Lublinie, Lublin 1995, 349-360.
  7. A. Bartkowiak, W. Kupść, P. Kurjata, Obliczenia regresyjne za pomocą modułów make-reg (Lisp-Stat) i proc-reg (SAS) (red. A. Bartkowiak), Lisp-Stat. Narzędzie eksploratywnej analizy danych, Uniw. Wroc., Wrocław 1995, 83-105.
  8. A. Bartkowiak, J. Liebhart, Estimation of the spirometric residual volume by a regression built from Gower distances, Biometrical Journal (1995), 131-149.
  9. A. Bartkowiak, M. Liśkiewicz, A dilemma: Good model fit or stability of coefficients in the model equation, Models and Forecasts'89 - Macromodels'89, Wyd. Uniw. Łódzkiego, Łódż 1995, 281-295.
  10. A. Bartkowiak, A. Szustalewicz, Konstrukcja biplotu i przykład jego zastosowania (red. A. Bartkowiak), Lisp-Stat. Narzędzie eksploratywnej analizy danych, Uniw. Wrocławski, Wrocław 1995, 106-123.
  11. A. Bartkowiak, W. Kupść, Regression modeling of the Polish mortality data 1989-1991, Mortality of men, Biometrical Letters, 32 (1995), 61-80.
  12. A. Bartkowiak, A. Szustalewicz, The augmented biplot and some examples of its use, Machine Graphics and Vision, 4 (1995), 161-185.
  13. A. Bartkowiak, J. Liebhart, A distance-based regression method as applied in spirometry for estimation of residual volume, Biocybernetics Bioengineering 15 (1995), 35-51.
  14. U. Gładysz, E. Liebhart, J. Liebhart, J. Małolepszy, W. Mądrala, Eksploratywna analiza wyników wziewnego testu prowokacyjnego z histaminą (red. A. Bartkowiak), Lisp-Stat. Narzędzie eksploratywnej analizy danych, Uniw. Wrocł., Wrocław 1995, 65-74.
  15. A. Szustalewicz, Kreślenie elipsy koncentrycznej dwuwymiarowego rozkładu normalnego (red. A. Bartkowiak), Lisp-Stat. Narzędzie eksploratywnej analizy danych, Uniw. Wrocł., Wrocław 1995, 124-132.
  16. A. Szustalewicz, M. Woźniak, Elementy probabilistyki i statystyki, moduł dydaktyczny TEACH (red. A. Bartkowiak), Lisp-Stat. Narzędzie eksploratywnej analizy danych, Uniw. Wrocł., Wrocław 1995, 133-140.

1994

  1. A. Bartkowiak, Finding an epsilon-optimal discriminative subset (red. F. Faulbaum, G. Fisher), SoftStat '93, Advances in Statistical Software 4, Stuttgart and New York, 1994, 613-618.
  2. A. Bartkowiak, Search for representative variables with selective graphing, Biocybernetics and Biomedical Engineering 14 (1994), 5-20.
  3. A. Bartkowiak, M. Jakimiec, Distance-based regression in prediction of solar flare activity, Questiio 8 (1994), 7-38.
  4. A. Bartkowiak, J. Liebhart, Estimation of the spirometric residual volume (RV) by a regression built from Gower distances, Proceedings of XVIIth Int. Biometric Conference, Hamilton, Ontario Canada, August 8-12, 1994, vol. 2, Contributed papers (Abstracts), str. 52.
  5. A. Bartkowiak, Practice of computing distance-based regression – How many PC's are relevant?, Proceedings of the Statistical Computing Section, Papers presented at the Annual Meeting of the American Statistical Association, Toronto, Canada, August 13-18, 1994, ASA, Alexandria VA 1994, 235-238).
  6. A. Bartkowiak, M. Jakimiec, Short-term solar flare predictions by distance-based regression. I. Bearalert regions in 1988 and 1989 – Continuous Predictors, Acta Astronomica 44 (1994), 115-140.

1993

  1. A. Bartkowiak, An empirical study of robust regression in the presence of outliers blunders. Part I, LAE-type estimators, Biocybernetics and Biomedical Engineering 12 (1992), 4-26 (Na okładce czasopisma data 1993).
  2. A. Bartkowiak, R. Steyer, K.F. Wender, K.F. Widaman, Teaching basic ideas of statistics with PS-STAT, Psychometric Methodology, Proceedings of the 7th European Meeting of the Psychometric Society in Trier, Fischer-Verlag, Stuttgart and New York, 1993, 18-21.
  3. A. Bartkowiak, An empirical study of robust regression in the presence of outliers blunders. Part II, Iteratively reweighted regressions, Biocybernetics and Biomedical Engineering 12 (1992), 27-45 (Na okładce data 1993).
  4. A. Bartkowiak, A. Pawłowska, J. Sekuła, Investigations on the dimensionality of five weather variables gathered in 29 decades using 15 years, Zeszyty Naukowe Akademii Rolniczej we Wrocławiu, Melioracja XLI (1992), 113-130.
  5. A. Bartkowiak, A. Pawłowska, J. Sekuła, Detection of outliers in multivariate weather data gathered in four locations of Poland, Zeszyty Naukowe Akademii Rolniczej we Wrocławiu, Melioracja XLI (1992), 131-149.
  6. A. Bartkowiak, A. Pawłowska, J. Sekuła, Climatic differentiation among some Polish locations revealed by canonical discriminant analysis, Zeszyty Naukowe Akademii Rolniczej we Wrocławiu, Melioracja XLI (1992), 151-166.
  7. A. Bartkowiak, Programming nonorthogonal analysis of variance for a PC computer, Advances in Modelling and Analysis, Sect. A 14 (1993), 35-46.
  8. A. Bartkowiak, J. Guillard, W. Morgenstern, E. Nussel, W. Scheuermann, Search for outliers in 12 large epidemiological studies by use of Mahalanobis distances, Modelling, Measurement and Control, Sect. C 34 (1993), 21-36.

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