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Marketa
Trneckova

About

  • Name: Marketa Trneckova (Nee: Krmelova )
  • Email: marketa.trneckova@gmail.com
  • Date of birth: 04 February 1986
  • Address: Olomouc, Czech Republic

Publications

Journal papers

  • Belohlavek R., Trneckova M.: Factorization of matrices with grades via essential entries. Fuzzy Sets and Systems. DOI j.fss.2018.07.004
  • Trnecka, M., Trneckova, M.: Data Reduction for Boolean Matrix Factorization Algorithms Based on Formal Concept Analysis. Knowledge-Based Systems 158(2018), 75–80. DOI 10.1016/j.knosys.2018.05.035
  • Belohlavek R., Krmelova M.: Factor analysis of ordinal data via decomposition of matrices with grades. Annals of Mathematics and Arti cial Intelligence 72(1-2)(2014), pp. 23-44
  • Krmelova M., Trnecka M., Kreinovich K., Wu B.: How to Distinguish True Dependence from Varying Independence? Journal of Intelligent Technologies and Applied Statistics 6(4)(2013), 339-351

Conference papers

  • Trnecka, M., Trneckova, M.: Can we measure the interpretability of factors?. In: Dmitry I. Ignatov, Lhouari Nourine (Eds.): CLA 2018: Proceedings of the 14th International Conference on Concept Lattices and Their Applications, Olomouc, Czech Republic, 2018, pp. 179–190. pdf
  • Trnecka M., Trneckova M.: Decomposition of Boolean Multi-Relational Data with Graded Relations. In Proceedings of the 8th IEEE International Conference on Intelligent Systems (IEEE IS'16), 2016, pp. 221-226. PDF
  • Trnecka M., Trneckova M.: An Algorithm for the Multi-Relational Boolean Factor Analysis based on Essential Elements. In: K. Bertet, S. Rudolph (Eds.): CLA 2014: Proceedings of the 11th International Conference on Concept Lattices and Their Applications, 2014, pp. 107-118. [ISBN 978–80–8152–159–1] PDF
  • Krmelova M., Trnecka M.: Boolean Factor Analysis of Multi-relational Data. In: Ojeda-Aciego M., Outrata J. (Eds.): CLA 2013: Proceedings of the 10th International Conference on Concept Lattices and Their Applications, 2013, pp. 187-198, La Rochelle, France, October 2013. [ISBN 978–2-7466-6566–8] PDF
  • Belohlavek R., Krmelova M.: Beyond Boolean Matrix Decompositions: Toward Factor Analysis and Dimensionality Reduction of Ordinal Data. ICDM 2013, pp. 961-966. [ISSN 1550-4786, ISBN 978-0-7685-5108-1] PDF
  • Belohlavek R., Krmelova M.: Factor analysis of sports data via decomposition of matrices with grades. In: Szathmary L., Priss U. (Eds.): CLA 2012: Proceedings of the 9th International Conference on Concept Lattices and Their Applications, 2012, pp. 305–316, Fuengirola (Málaga), Spain, October 2012. [ISBN 978–84–695–5252–0] PDF

Unpublished manuscripts

  • Belohlavek R., Trneckova M.: The Asso algorithm for graded attributes
  • Belohlavek R., Trneckova M.: A decomposition algorithm for matrices with grades that admits overcovering

Work experience

Faculty of Medicine and Dentistry, UPOL

Data analyst in FMRI lab.

2018 – now
Faculty of Medicine and Dentistry, UPOL

External lector

2018 – now
Department of computer science, UPOL

External lector

2018 – now
Faculty of Medicine and Dentistry, UPOL

Data analyst in FMRI lab.

2015 – 2016
Department of computer science, UPOL

Scientific participant of project - GA ČR.

2015 – 2016
DDM

External lector

2014 - 2016
International center for information and uncertainty

Scientific participant of project.

2012 – 2014
Inven solution s.r.o.

Web developer, project manager.

2009 – 2012

Education

Palacky University, Olomouc

Computer science (PhD.)

2011 - 2017
Thesis: Formální konceptuální analýza dat s ordinálními atributy
(Formal concept analysis with ordinal attributes)
Palacky University, Olomouc

Computer science (Msc.)

2009 - 2011
Thesis: Metody modelování tělesa z rovinných řezů (Methods of modeling from planar slices)
Palacky University, Olomouc

Computer science (Bsc.)

2006 - 2009
Thesis: Rekonstrukce 3D obrazu z tomografu (Reconstruction 3D image from CT.)
Palacky University, Olomouc

Discrete mathematics (Bsc.)

2005 - 2008
Thesis: Trigonometricke identity a jejich aplikace (Triangle identities and their applications.)

Teaching

Medicalbiophysics, biometrics and computer technology

Computer graphics (in czech)

Doporučená literatura
  • R. C. Gonzalez, R. E. Woods. Digital Image Processing. Pearson Prentice Hall, New Jersey, 2002
  • Žára, J., Beneš, B., Sochor, J., Felkel, P. Moderní počítačová grafika, 2. vyd. Brno, Computer Press, 2004

Marketa Trneckova