Publications

Journal papers

• Belohlavek R., Trneckova M.: The Discrete Basis Problem and Asso Algorithm for Fuzzy Attributes. IEEE Transactions on Fuzzy Systems. DOI 10.1109/TFUZZ.2018.2880418
• Belohlavek R., Trneckova M.: Factorization of matrices with grades via essential entries. Fuzzy Sets and Systems 360 (2019), pp. 97-116DOI 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), pp. 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 Artificial 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), pp. 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.: A decomposition algorithm for matrices with grades that admits overcovering

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• Address

  Department of Computer Science
  Faculty of Science, Palacky University
  17. listopadu 12
  CZ–771 46 Olomouc