Publications

Theses

  • 2017: Quermass-interaction process - modifications, generalisations, new methods of statistical inference and applications. Habilitation thesis.
  • 2009: Models for random union of interacting discs. Ph.D. thesis.
  • 2005: Metody analýzy úvěrového rizika individuálních klientů. Master thesis. [In czech]

Chapter in book

  • Beneš V., Prokešová M., Staňková Helisová K., and Zikmundová M. (2015): Space-time models in stochastic geometry. In Stochastic Geometry, Spatial Statistics and Random Fields - Models and Algorithms. Lecture Notes in Mathematics, Ed. Schmidt, V., Chapter 7, pp 205–232. Springer Verlag.

Papers in journals

  • Gotovac Đogaš V., Helisová K., Klebanov L.B., Staněk J., and Volchenkova I.V. (2023): A new definition of random set. Glasnik matematicki 58, 135-154.
  • Minaříková M., Fík Z., Štorm J., Helisová K., Ferrová K., and Mahelková G. (2022): Tear matrix metalloproteinase-9 levels may help to follow a ocular surface injury in lagophthalmic eyes. Plos One 17, article number: e0274173, DOI: 10.1371/journal.pone.0274173.
  • Debayle J., Gotovac Đogaš V., Helisová K., Staněk J., and Zikmundová M. (2021): Assessing similarity of random sets via skeletons. Methodology and Computing in Applied Probability 23, 471–490.
  • Gotovac Đogaš V. and Helisová K.. (2021): Testing equality of distributions of random convex compact sets via theory of N-distances. Methodology and Computing in Applied Probability 23, 503–526.
  • Gotovac Đogaš V., Helisová K., Radović B., Staněk J., Zikmundová M., and Brejchová K. (2021): Two-step method for assessing similarity of random sets. Image Analysis and Stereology 40, 127–140.
  • Helisová K. and Staněk J. (2020): Rozlišování realizací náhodných množin. Informační bulletin České statistické společnosti 31(4), 3–23.
  • Pidnebesna A., Helisová K., and Staněk J. (2018): Statistical Analysis of Dependencies among Submissions to Municipalities in the Czech Republic. Informační bulletin České statistické společnosti 29(3), 1–19.
  • Gotovac V., Helisová K., and Ugrina I. (2016): Assessing dissimilarity of random sets through convex compact approximatios, support functions and envelope tests. Image Analysis and Stereology 35, 181–193.
  • Helisová K. and Staněk J. (2016): Quermass-interaction process with non-circular grains. Applications of Mathematics 61(4), 463–487.
  • Pidnebesna A., Helisová K., Dvorák J., Lechnerová R., and Lechner T. (2016): Statistical Analysis and Modelling of Submissions to Municipalities in the Czech Republic. Informační bulletin České statistické společnosti 27(4), 1–18.
  • Hermann P., Mrkvička T., Mattfeld T., Minárová M., Helisová K., Nicolis O., Wartner F., and Stehlík M. (2015): Fractal and stochastic geometry inference for breast cancer: a case study with random fractal models and Quermass-interaction process. Statistics in Medicine 34 (18), 2636–2661.
  • Helisová K. and Staněk J. (2015): Metoda hlavních komponent aplikovaná na rozšířený Quermass-interakční proces. Informační bulletin České statistické společnosti 26(1–2), 28–38. [In Czech]
  • Dereudre D., Lavancier F. and Staňková Helisová K. (2014): Estimation of the intensity parameter of the germ-grain Quermass-interaction model when the number of germs is not observed. Scandinavian Journal of Statistics 41(3), 809–829.
  • Staňková Helisová K. and Staněk J. (2014): Dimension reduction in extended Quermass-interaction process. Methodology and Computing in Applied Probability 16(2), 355–368.
  • Zikmundová M., Staňková Helisová K. and Beneš V. (2014): On the use of particle Markov Chain Monte Carlo in parameter estimation of space-time interacting discs. Methodology and Computing in Applied Probability 16(2), 451–464.
  • Zikmundová M., Staňková Helisová K. and Beneš V. (2012): Spatio-temporal model for a random set given by a union of interacting discs. Methodology and Computing in Applied Probability 14(3), 883–894.
  • Moeller J. and Helisová K. (2010): Likelihood inference for unions of interacting discs. Scandinavian Journal of Statistics 37(3), 365–381.
  • Helisová K. (2010): Power tessellation as a tool for estimating parameters in model of a random set. Informační bulletin České statistické společnosti 22(3), JČMF, Prague, 25–32.
  • Moeller J. and Helisová K. (2008): Power diagrams and interaction processes for unions of discs. Advances in Applied Probability 40(2), 321–347.
  • Lechnerová R., Helisová K. and Beneš V. (2008): Cox point processes driven by Ornstein-Uhlenbeck type processes. Methodology and Computing in Applied Probability 10(3), 315–335.

Papers in proceedings

  • Debayle J., Gotovac Đogaš V., Helisová K., and Staněk J. (2021): Methods for assessing similarity of random sets. ISIVC'2020: The 10th International Symposium on Signal, Image, Video and Communications, 1-6, DOI: 10.1109/ISIVC49222.2021.9487547.
  • Helisová K. (2014): Modeling, Statistical Analyses and Simulations of Random Items and Behavior on Material Surfaces. Supplemental UE: TMS 2014 Conference Proceedings, 461–468.
  • Král P., Kvapilová M., Dvořák J., Ponížil P., Šedivý O., and Helisová K. (2014): Quantitative characteristics of inhomogeneous microstructure in UFG copper. IOP Conference Series: Materials Science and Engineering 63(1), 012137.
  • Helisová K. and Moeller J. (2009): Model pro náhodné sjednocení kruhů se vzájemnými interakcemi. ROBUST 08 (proceedings of "ROBUST 08" conference, Eds. Antoch J. and Dohnal G.), JČMF, Prague, 89–96. [In Czech]
  • Helisová K. and Moeller J. (2009): Model for random union of interacting discs. Stereology and Image Analysis. Ecs10: Proceedings of The 10th European Congress of ISS, Eds. Capasso V. et al., The MIRIAM Project Series, Vol. 4, 437–441, ESCULAPIO Pub. Co., Bologna.
  • Moeller J. and Helisová K. (2009): Simulation of random set models for unions of discs and the use of power tessellations. The Sixth International Symposium on Voronoi Diagrams in Science and Engineering, Ed. F. Anton, IEEE Computer Socity, Los Alamitos, California, 99–108.
  • Helisová K. (2006): Spatial and spatio-temporal point processes. WDS'06 (proceedings of "WDS'06" conference, Eds. Šafránková J. and Pavlů J.), MATFYZPRESS, Prague, 80–85.
  • Beneš V. and Helisová K. (2006): On a class of Cox point processes. S4G (proceedings of "Stereology, Spatial Statistics and Stochastic Geometry" conference, Eds. Lechnerová, R. et al.), JČMF, Prague, 57–62.
  • Beneš V., Helisová K., and Klebanov L. (2006): On the intersection of OUCP and SNCP point processes. Prague Stochastics 2006 (proceedings of "Prague Stochastics 2006" conference, Eds. Janžura, M. and Hušková, M.), MATFYZPRESS, Prague, 247–255.