About Me
I am assistant professor at the Department of Computer Science, Faculty of Science, Palacký University Olomouc. My main research interests are in the areas of matrix decompositions, formal concept analysis and computer graphics.
- marketa.trneckova@gmail.com
- www.marketa-trneckova.cz
- +420 585 634 731 (office)
- 5.074, see my office hours
My Teaching
- KMI/JC, KMI/XJC Jayzk C
- KMI/3DT 3D tisk
- KMI/3DG 3D grafika
- KMI/POGR Počítačová grafika
- KMI/XVIT1 Vybrané partie z IT 1
Further education of teaching staff (DVPP)
Publications
Journal papers
- Balazova K., Belakova P., Snehota M., Trneckova M., Vachutka J., Salzman R.: Comparison of capabilities and limitations of endoscopes in endoscopic ear surgeries using 3D printed models. American Journal of Otolaryngology. (2024) DOI 10.1016/j.amjoto.2024.104226
- Belohlavek R., Trneckova M.: Factorization of matrices with grades with overcovering. IEEE Transactions on Fuzzy Systems. 1-13 (2023) DOI 10.1109/TFUZZ.2023.3330760
- Veverka T., Hok P., Trnečková M., Otruba P., Zapletalová J., Tüdös Z., Kaňovský P., Hluštík P.: Interhemispheric parietal cortex connectivity reflects improvement in post-stroke spasticity due to treatment with botulinum toxin-A. Journal of the Neurogical Sciences, 446 (2023), 120588.
- Trnecka, M., Trneckova, M.: Boolean Matrix Factorization with Background Knowledge. Knowledge-Based Systems 241 (2022), 108261.DOI 10.1016/j.knosys.2022.108261
- Vachutka, J., Trneckova, M., Salzman R., Kolarova H., Belakova P.: Optimal light source intensity setting in endoscopic ear surgery. Otology & Neurotology 43 (2022). DOI 10.1097/MAO.0000000000003410
- Arkhipova A., Hok P., Valošek J., Trnečková M., Všetičková G., Coufalová G., Synek J., Zouhar V., Hluštík P.: Changes in Brain Responses to Music and Non-music Sounds Following Creativity Training within the “Different Hearing” Program. Frontiers in Neuroscience 15 (2021). DOI fnins.2021.703620
- Trnecka, M., Trneckova, M.: Model Order Selection for Approximate Boolean Matrix Factorization Problem. Knowledge-Based Systems 227 (2021), 107184.DOI 0.1016/j.knosys.2021.107184
- Snehota M., Vachutka J., Dolezal L., Balazova K., Trneckova M., Kolarova H.: Far field during sonication experiments in vitro – Is it really far enough? Ultrasonics 115, 106461 (2021) DOI 10.1016/j.ultras.2021.106461
- Nevrlý M., Hok P., Hvizdošová L., Otruba P., Kaiserová M., Trnečková M., Tüdös Z., Hluštík P., Kaňovský P.: Botulinum toxin injection changes resting state cerebellar connectivity in cervical dystonia. Scientific Reports 11, 8322 (2021) DOI 10.1038/s41598-021-87088-z
- Trnecka, M., Trneckova, M.: An Incremental Algorithm for the Role Mining Problem. Computers & Security 90(2020), 101830.DOI 10.1016/j.cose.2020.101830
- 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.: An Incremental Recomputation of From-Below Boolean Matrix Factorization. In: Braud A. et al. (Eds.): ICFCA 2021: Proceedings of the 16th Internationl Conference on Formal Concept Analysis, LNAI 12733, Strasbourg, France, 2021, pp. 125–137
- Trnecka, M., Trneckova, M.: Simple Structure in Boolean Matrix Factorization. In: Valverde-Albacete, F. J., Trnecka, M. (Eds.): CLA 2020: Proceedings of the 15th International Conference on Concept Lattices and Their Applications, CEUR Workshop Proceedings Vol. 2668, Tallinn, Estonia, 2020, pp. 95–106. PDF
- 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
Abstracts Collections
- Balážová K., Sněhota M., Beláková P., Trnečková M., Salzman R., Vachutka J.: Porovnanie vlastností endoskopov na 3D modeloch temporálnej kosti. Zborník abstraktov,21 2023
- Vachutka J., Trnečková M., Petra Š., Salzman R.,: Metody hodnocení vlivu intenzity světla na kvalitu obrazu při endoskopické ušní chirurgi. XLII. Dny lékařské biofyziky,57-57 2019
My Experiences
- Assistant professor, Department of computer science, UPOL
- External lector, Faculty of Medicine and Dentistry, UPOL
- Data analyst in FMRI lab., Faculty of Medicine and Dentistry, UPOL
- External lector, Department of computer science, UPOL
- Data analyst in FMRI lab., Faculty of Medicine and Dentistry, UPOL
- Scientific participant of project - GA ČR, Department of computer science, UPOL
- External lector, Dům dětí a mládeže Olomouc
- Scientific participant of project, International center for information and uncertainty
- Web developer, project manager, Inven solution s.r.o.
My Education
- Ph.D., Computer science, 2011–2017
Palacký University Olomouc
Thesis: Formal concept analysis with ordinal attributes (Formální konceptuální analýza dat s ordinálními atributy) -
Msc., Computer science, 2009–2011
Palacký University Olomouc
Thesis: Methods of modeling from planar slices (Metody modelování tělesa z rovinných řezů) -
Bsc., Computer science, 2006–2009
Palacký University Olomouc
Thesis: Reconstruction 3D image from CT (Rekonstrukce 3D obrazu z tomografu) -
Bsc., Discrete mathematics, 2005–2008
Palacký University Olomouc
Thesis: Triangle identities and their applications (Trigonometricke identity a jejich aplikace)