Curriculum Vitae

Person-Related Identification Information

• Prof. RNDr. Ivanka Horová, CSc., 17.9.1943, married, 2 children

Department

• Department of Mathematics and Statistics
  Faculty of Science
  Masaryk University
  Kotlářská 2
  611 37 Brno

Education and Academic Qualifications

• Mathematical analysis, Faculty of Science MU (1961-1966)
  PhD - Approximate and numerical methods, MU (1966-1969)
  PhD thesis : Linear positive operators of convex functions defended at the Komensky University of Bratislava
  

Employment

• Masaryk University, Faculty of Science
  o Assistant professor : 1969 - 1990
  o Associate professor : 1990 - 2003
  o Professor : since 2003
  

Teaching Activities

• Lectures: Numerical Methods I, II
  Theoretical Numerical Analysis
  Theory and Practice of Kernel Smoothing
  Seminar of Applied Mathematics
  Ph.D. STUDENTS
  •13 Ph.D. defended their thesis • Šotová, J. (thesis defended 1996)
  • Budíková, M. (thesis defended 1996)
  • Navrátil M. (thesis defended 1998)
  • Komenda, J. (thesis defended 1999)
  • Fikeis, L. (thesis defended 1999)
  • Poměnková, J. (thesis defended 2004)
  • Koláček, J. (thesis defended 2005)
  • Ander, M. (thesis defended 2005)
  • Řezáč, M. (thesis defended 2007)
  • Pavlík, T. (thesis defended 2010)
  • Hasilová, K. (thesis defended 2012)
  • Selingerová, I.
  (thesis defended 2016 • Konečná, K.
  

Scientific and Research Activities

• • approximation theory and linear positive operators
  • properties of linear positive operators and their application
  • different approaches to data processing, nonparametric regression analysis
  • kernel smoothing and its relation to additive models
  • application to climatological data sets environmetrics and medicine
  • estimates of hazard functions and ROC curves
  • variational principles and optimal control theory
  PROJECTS
  • Aplikace statistických metod pro zpracování dat z oblasti životního prostředí (PG96320)
  • Podpora realizace nového studijního oboru Matematická biologie (FRVS/948/2000)
  • Klasifikační modely a porovnání jejich prediktivních vlastností (GA402/04/1308)
  • Statistické dynamické modely a jejich aplikace v ekonomických, přírodovědných a technických oborech (GD201/05/H007)
  • Vysoce paralelní a distribuované výpočetní systémy (MSM0021622419)
  • Centrum Jaroslava Hájka pro teoretickou a aplikovanou statistiku (LC06024)
  • Univerzitní výuka matematiky v měnícím se světě (CZ.1.07/2.2.00/15.0203) • Matematická statistika a modelování (MUNI/A/0849/2012), (MUNI/A/0960/2013), (MUNI/A/1441/2014)
  • Inovace a rozšíření náplně kurzu Zpracování klinických dat (MUNI/FR/1584/2014)
  • Analýza funkcionálních dat a související témata (GA15-06991S)
  

University Activities

• Head of the Department of Applied Mathematics (1997 - 2014)
  Member of the Academic Senate (1992 - 1994)
  Chair of Departmental commission of Ph.D study of Probability Statistics and Mathematicla Modelling
  Chair or member of State Exam of Mathematics and Applied Mathematics
  

Activities Outside University

• Member of the Scientific Board of Ostrava University
  Member of JČMF
  Member of Czech Statistical Society
  Member of The International Environmetrics Society
  Member of International Society for Clinical Biostatistics
  

Awards Related to Science and Research

• Chair and coorganiser of summer school DATASTAT
  Coorganiser of the conference ESES'96, Brno
  Coorganiser of Perspectives in Modern Statistical Inference 1998, 2002, 2005
  Conference chair of the 18th TIES conference, Mikulov CZ, 2007
  Board member (representative for Europe) of the International Environmetrics Society (TIES)
  Member of the Editorial Advisory Board of Environmetrics
  

Major Publications

• KOLÁČEK, Jan and Ivanka HOROVÁ. Selection of bandwidth for kernel regression. Communications in Statistics - Theory and Methods. Marcel Dekker, 2016, vol. 45, No 5, p. 1487-1500. ISSN 0361-0926. Available from: https://dx.doi.org/10.1080/03610926.2013.864770. info
• LAJDOVÁ, Dagmar, Jan KOLÁČEK and Ivanka HOROVÁ. Kernel Regression Model with Correlated Errors. In C H Skiadas. Theoretical and Applied Issues in Statistics and Demography. Athens: International Society for the Advancement of Science and Technology (ISAST), 2014, p. 3-14. ISBN 978-618-81257-7-3. info
• KONEČNÁ, Kateřina, Ivanka HOROVÁ and Jan KOLÁČEK. Conditional Density Estimations. In C H Skiadas. Theoretical and Applied Issues in Statistics and Demography. Athens: International Society for the Advancement of Science and Technology (ISAST), 2014, p. 15-31. ISBN 978-618-81257-7-3. info
• HASILOVÁ, Kamila, Ivanka HOROVÁ and Jan KOLÁČEK. Bandwidth matrix selectors for multivariate kernel density estimation. In C H Skiadas. Theoretical and Applied Issues in Statistics and Demography. Athens: International Society for the Advancement of Science and Technology (ISAST), 2014, p. 33-46. ISBN 978-618-81257-7-3. info
• SELINGEROVÁ, Iveta, Ivanka HOROVÁ and Jiří ZELINKA. Kernel Estimation of Conditional Hazard Function for Cancer Data. In Vincenzo Niola. Recent Advances in Energy, Environment, Biology and Ecology. 1st ed. Tenerife, Španělsko: WSEAS Press, 2014, p. 33-39. ISBN 978-960-474-358-2. URL info
• KOLÁČEK, Jan and Ivanka HOROVÁ. Bandwidth matrix selectors for multivariate kernel regression. In 3rd Stochastic Modeling Techniques and Data Analysis International Conference. 2014. info
• HOROVÁ, Ivanka, Jan KOLÁČEK and Kamila VOPATOVÁ. Full bandwidth matrix selectors for gradient kernel density estimate. Computational Statistics & Data Analysis. ELSEVIER, 2013, vol. 57, No 1, p. 364-376. ISSN 0167-9473. Available from: https://dx.doi.org/10.1016/j.csda.2012.07.006. info
• HOROVÁ, Ivanka, Jan KOLÁČEK and Dagmar LAJDOVÁ. Kernel Regression Model for Total Ozone Data. Journal of Environmental Statistics. 2013, roč. 4, No 2, p. 1-12. ISSN 1945-1296. info
• TRHLÍK, Martin, Renata SOUMAROVÁ, Pavel BARTOŠ, Jan KOLÁČEK, Ivanka HOROVÁ and Markéta TĚŽKÁ. Neoadjuvant chemotherapy for primary advanced ovarian cancer. Biomedical Papers. Univerzita Palackého v Olomouci, 2013, vol. 157, No 2, p. "S98", 1 pp. ISSN 1213-8118. URL info
• DOLEŽELOVÁ, Hana, Petr POSPÍŠIL, Pavel ŠLAMPA, Irena ČOUPKOVÁ, Jan GARČIČ, Pavel FADRUS, Tomáš SVOBODA, Iveta SELINGEROVÁ and Ivanka HOROVÁ. Stereotaktická radioterapie a radiochirurgie primárních tumorů mozku (Stereotactic radiotherapy and radiosurgery of primary brain tumors). Onkologie. Solen s.r.o., 2013, vol. 7, No 6, p. 281-285. ISSN 1802-4475. info
• HOROVÁ, Ivanka, Jan KOLÁČEK and Kamila VOPATOVÁ. Visualization and Bandwidth Matrix Choice. Communications in Statistics - Theory and Methods. Philadelphia: Taylor & Francis, 2012, vol. 41, No 4, p. 759-777. ISSN 0361-0926. Available from: https://dx.doi.org/10.1080/03610926.2010.529539. info
• HOROVÁ, Ivanka, Jan KOLÁČEK and Jiří ZELINKA. Kernel Smoothing in MATLAB: Theory and Practice of Kernel Smoothing. Singapore: World Scientific Publishing Co. Pte. Ltd., 2012, 244 pp. ISBN 978-981-4405-48-5. URL info
• HOROVÁ, Ivanka. Encyclopedia of Environmetrics : Kernel Density Estimation (Encyclopedia of Environmetrics :Kernel Density Estimation). In Encyclopedia of Environmetrics. Second Edition. Chichester, UK: John Wiley&Sons Ltd, 2012, p. nestránkováno, 5 pp. Encyclopedia of Environmetrics, Second Edition. ISBN 978-0-470-97388-2. Available from: https://dx.doi.org/10.1002/9780470057339.vad014.pub2. info
• KOLÁČEK, Jan and Ivanka HOROVÁ. Iterative bandwidth method for kernel regression. Journal of Statistics: Advances in Theory and Applications. Scientific Advances Publishers, 2012, vol. 8, No 2, p. 91-103. ISSN 0975-1262. info
• DOLEŽELOVÁ, Hana, Ludmila HYNKOVÁ, Petr POSPÍŠIL, Tomáš KAZDA, Pavel ŠLAMPA, Irena ČOUPKOVÁ, I. ŠIKOVÁ, Pavel FADRUS, Tomáš SVOBODA, Jan GARČIC, M. VRZAL, Iveta SELINGEROVÁ and Ivanka HOROVÁ. Výsledky léčby mozkových tumorů stereotaktickou radioterapií a radiochirurgií (Therapeutic results of the treatment brain tumors using radiosurgery and stereotactic radiotherapy). Klinická onkologie. Praha: Česká lékařská společnost J.E.Purkyně, 2012, vol. 25, No 6, p. 445-451. ISSN 0862-495X. info
• HOROVÁ, Ivanka and Kamila VOPATOVÁ. Kernel Density Gradient Estimate. In Frederic Ferraty. Recent Advances in Functional Data Analysis and Related Topics. Heidelberg: Physica Verlag, 2011, p. 177-182. ISBN 978-3-7908-2735-4. read on-line info
• HOROVÁ, Ivanka, Jan KOLÁČEK, Kamila VOPATOVÁ and Jiří ZELINKA. Contribution to bandwidth matrix choice for multivariate kernel density estimate. In ISI 2011, Proceedings of the 58th World Statistics Congress. ISI 2011, 2011, 6 pp. URL info
• VOPATOVÁ, Kamila, Ivanka HOROVÁ and Jan KOLÁČEK. Bandwidth Matrix Choice for Bivariate Kernel Density Derivative. In Proceedings of the 25th International Workshop on Statistical Modelling. Glasgow (UK), 2010, p. 561-564. info
• HOROVÁ, Ivanka, Zdeněk POSPÍŠIL and Jiří ZELINKA. Hazard function for cancer patients and cancer cell dynamics. Journal of Theoretical Biology. Elsevier, 2009, vol. 258, No 3, p. 437-443. ISSN 0022-5193. URL info
• HOROVÁ, Ivanka, Jan KOLÁČEK and Kamila VOPATOVÁ. Bandwidth matrix choice for bivariate kernel density estimates. In Book of short papers. Masarykova univerzita. Brno, 2009, p. 22-25. ISBN 978-80-210-5100-3. info
• HOROVÁ, Ivanka, Jan KOLÁČEK, Jiří ZELINKA and Abdel H. EL-SHAARAWI. Smooth Estimates of Distribution Functions with Application in Environmental Studies. In Advanced topics on mathematical biology and ecology. 1st ed. Mexico: WSEAS Press, 2008, p. 122-127. ISBN 978-960-6766-32-9. info
• TATSUNAMI, Shinobu, Junichi MIMAYA, Akira SHIRATA, Jiří ZELINKA, Ivanka HOROVÁ, Jugo HANAI, Yukata NISHINA, Katsumi OHIRA and Masashi TAKI. Current status of Japanese HIV-infected patients with coagulation disorders : coinfection with both HIV and HCV. International Journal of Hematology. Japonsko: Springer, 2008, vol. 88, No 3, p. 304-310. ISSN 0925-5710. URL info
• HOROVÁ, Ivanka, Jan KOLÁČEK, Jiří ZELINKA and Kamila VOPATOVÁ. Bandwidth Choice for Kernel Density Estimates. In Proceedings IASC,. Yokohama: IASC, 2008, p. 542-551. ISBN 978-4-9904445-1-8. info
• HOROVÁ, Ivanka. ROC Curve: A Tool for Describing and Comparing Continuous Diagnostic Ttests. In 4th WSEAS International Conference on Mathematical Biology and Ecology. 2008. info
• HOROVÁ, Ivanka and Jiří ZELINKA. Contribution to the bandwidth choice for kernel density estimates. Computational Statistics. neuveden: Springer, 2007, vol. 22, No 1, p. 31-47. ISSN 0943-4062. Abstrakt článku Abstrakt, literatura, odkaz na online verzi info
• ZELINKA, Jiří, Ivana HOROVÁ and Marie FORBELSKÁ. Nonparametric and parametric methods in diagnostics and classification of biological processes. In Book of short papers. Venice, Italy: CLEUP Editore, 2007, p. 486-491. ISBN 978-88-6129-114-0. URL info
• HOROVÁ, Ivanka, Marie FORBELSKÁ, Luboš BAUER, Marie BUDÍKOVÁ, Jan KOLÁČEK, Karel LEPKA, Ivo MOLL, Danka NÉMETHOVÁ, Radka PALIÁNOVÁ, Ondřej POKORA, Zdeněk POSPÍŠIL, Jaroslav RÁČEK, Martin TAJOVSKÝ, Gejza WIMMER and Jiří ZELINKA. TIES2007, 18th annual meeting of the International Environmetrics Society. 2007. URL info
• HOROVA, Ivana, Marie FORBELSKÁ, Jiří ZELINKA, Jan KOLÁČEK, Ivo MOLL, Zdeněk POSPÍŠIL, Gejza WIMMER, Marie BUDÍKOVÁ and Jiří HŘEBÍČEK. 18th Conference of THe International Environmetrics Society. 2007. URL info
• HOROVA, Ivanka, Zdeněk POSPÍŠIL and Jiří ZELINKA. Hazard function for cancer patients and cancer cells dynamics. In CMPD II Campinas, Brazil. 2007. info
• HOROVÁ, Ivanka, Jiří ZELINKA and Zdeněk POSPÍŠIL. Semiparametric Estimation of Hazard Function for Cancer Patients. Sankhya: The Indian Journal of Statistic. 2007, vol. 69, No 3, p. 494-513. ISSN 0972-7671. URL info
• HOROVÁ, Ivanka, Jiří ZELINKA and Marie BUDÍKOVÁ. Kernel estimates of hazard funcions for carcinoma data sets. Environmetrics. Chichester: John Wiley & Sons, 2006, vol. 2006, No 17, p. 239-255. ISSN 1180-4009. URL info
• DOLEČKOVÁ, Miluše, Ivanka HOROVÁ, Marie BUDÍKOVÁ and Z. HON. Věčný problém radioterapeuta - vyhodnotit výsledky své léčby. Karcinom prsu: statistické zhodnocení stupně I a II po totální a po parciální mastektomii očima radioterapeuta (Immortal problem of radiology doctor - how analyse effect of therapeutic result). In Edukační sborník. XXX. Brněnské onkologické dny s XX. Konferencí pro sestry a laboranty. Brno: Masarykův onkologický ústav, 2006, p. 41-45. ISBN 80-86793-06-0. info
• HOROVÁ, Ivanka, Marie FORBELSKÁ and Jiří ZELINKA. Comparative Study of the Estimation of the Area Under the ROC Curves. In Proceedings of the International Workshop on Spatio-Temporal Modelling (METMA3). Pamplona: Instituto de Estadisica de Navarra, 2006, p. 177-180. ISBN 84-9769-139-3. info
• HOROVÁ, Ivanka and Jiří ZELINKA. Kernel Estimates of Hazard Functions for Biomedical Data Sets. In Statistical Methods for Biostatistics and Related Fields. 1st ed. Berlin Hedelberg New York: Springer, 2006, p. 63-86. Biometrie & Epidemiologie. ISBN 978-3-540-32690-8. URL info
• ZELINKA, Jiří, Vítězslav VESELÝ and Ivanka HOROVÁ. Comparative study of two kernel smoothing techniques. Ed. I. Horová. In Proceedings of the Summer School DATASTAT'2003, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15. Brno (Czech Rep.): Masaryk University, 2004, p. 419-436. ISBN 80-210-3564-1. info
• HOROVÁ, Hana, Jana RŮŽIČKOVÁ, B. JEŽKOVÁ, Ivanka HOROVÁ, Marie BUDÍKOVÁ and A. DÖRR. Adjuvantní radioterapie v léčbě karcinomu děložního těla 1. klinického stadia (Adjuvant Radiotherapy in the Therapy of Uterus Body Cancer in the First Clinical Stage). Česká Gynekologie. Praha: Česká lékařská společnost J.E.Purkyně, 2004, vol. 69, No 5, p. 366-371. ISSN 1210-7832. info
• HOROVÁ, Ivanka, Jiří ZELINKA, Hana HOROVÁ and Marie BUDÍKOVÁ. Estimates of Hazard Functions for Carcinoma Data. In Statistics in Health Sciences. 2004th ed. Nantes: Université de Nants, 2004, p. 255-256. info
• HOROVÁ, Ivanka, Jiří ZELINKA, Rudolf BRÁZDIL and Marie BUDÍKOVÁ. Density estimate and its application to analysis of temperature series. Environmetrics. Chichester: John Wiley & Sons, 2003, vol. 14, No 1, p. 87-102. ISSN 1180-4009. Odkaz na text článku na internetových stránkách časopisu Environmetrics info
• SOUMAROVÁ, Renata, Hana HOROVÁ, Zuzana ŠENEKLOVÁ, Ivanka HOROVÁ and Marie BUDÍKOVÁ. Prognostic outcome of local recurrence in breast cancer after conserving surgery and mastectomy. Radiol Oncol. Ljubljana, Slovinsko, 2003, vol. 37, No 2, p. 79-88. info
• HOROVÁ, Ivanka, Philippe VIEU and Jiří ZELINKA. Optimal Choice of Nonparametric Estimates of a Density and of its Derivatives. Statistics & Decisions. Mnichov: R. Oldenbourg Verlage, 2002, vol. 20, No 4, p. 355-378. ISSN 0721-2631. URL Odkaz na text článku na stránkách časopisu - zatím prázdný info
• SOUMAROVÁ, R., H. HOROVÁ, Z. ŠENEKLOVÁ, J. RŮŽIČKOVÁ, I. HOROVÁ and M. BUDÍKOVÁ. Treatment of uterine sarcoma. Arch. Gynecol. Obstet. Švýcarsko: Springer - Verlag, 2002, vol. 2002, No 266, p. 92;95, 4 pp. ISSN 0932-0067. URL info
• SOUMAROVÁ, Renata, Hana HOROVÁ, M. BUDÍKOVÁ, I. HOROVÁ, Jana RŮŽIČKOVÁ, Petr ČOUPEK, Pavel ŠLAMPA, Zuzana ŠENEKLOVÁ and Katarína PETRÁKOVÁ. Lokální recidivy a vzdálená diseminace u pacientek s karcinomem prsu I. a II. klinického stádia léčených konzervativním chirurgickým výkonem a radioterapií (Local and distant failure in patients with stage I and II carcinoma of the breast treated with breast-conserving surgery and radiation therapy). Radiační onkologie. Praha, 2002, vol. 2, No 1, p. 10;17, 8 pp. ISSN 1213-1695. info
• HOROVÁ, Ivanka and Jana JUREČKOVÁ. Perspectives in Modern Statistical Inference II (Perspectives in Modern Statistical Infrence II). 2002. info
• ZELINKA, Jiří and Ivana HOROVÁ. Jádrové odhady derivace regresní funkce (Kernel estimates of a derivative of a regession function). In ROBUST 2000. Praha: JČMF, 2001, p. 382-391. ISBN 80-7015-792-5. info
• SOUMAROVÁ, Renata, Hana HOROVÁ, Marie BUDÍKOVÁ and Ivana HOROVÁ. Faktory ovlivňující vznik lokální recidivy a vzdálené diseminace '...'. (Factors influencing the local and distant failure in patients with breast carc...). In RŮŽIČKOVÁ, Jana, Ivana LÍŠKOVÁ, Pavel ŠLAMPA, Petr ČOUPEK and Kateřina PETRÁKOVÁ. Onkologie v gynekologii a mammologii. Brno: Fakultní nemocnice Brno, 2001, p. 88-92. info
• ŠOTOVÁ, Jarmila and Ivana HOROVÁ. Some remarks on iterative methods for systems of linear equations. Acta Matematica et Informatica Universitatis Ostraviensis. Ostrava: Universitatis Ostaviensis, 2001, vol. 9, No 1, p. 75-86. ISSN 1211-4774. info
• HOROVÁ, Ivana. Some Remarks on Kernels. Journal of Comput, Analysis and Applications. The University of Memphis,USA: Plenum Publishing Corporation, 2000, vol. 2, No 2, p. 253-263. ISSN 1521-1398/00/. info
• POSPÍŠIL, Leopold, Zdeněk VĚŽNÍK, Zdeněk ZRALÝ, Iva DIBLÍKOVÁ, Ivana HOROVÁ and Marie BUDIKOVÁ. Production of Anti-Sperm Antibodies Associated with Genital Chlamydia Infection. Vet.Met.-Czech. Bratislava, 2000, vol. 45, No 6, p. 163-169. info
• HOROVA, Ivana. Optimization problems connected with kernel estimates. In Signal Processing,Communications and Computer Science. Greece: World Scientific and Engineering Society Press, 2000, p. 339-344. Electrical and Computer Engineering Series. ISBN 960-8052-18-1. info
• SOUMAROVÁ, Renata, Hana HOROVÁ, Ivana HOROVÁ and Marie BUDÍKOVÁ. Chemoradioterapie u lokálně pokročilého neresekabilního nádoru pankreatu (Chemoradiotherapy of locally advanced inresecable carnicoma of pancreas). Česká a slovenská gastroenterologie. Praha: Česká lékařská společnostJ.E.Purkyně, 2000, vol. 54, No 6, p. 218-222. ISSN 1210-7824. info
• HOROVA, Ivana. Optimization Problems Connected with Kernel Estimates. In CSCC2000-MCP2000-MCME2000. 1st ed. Athens: N.E.Mastorakis, 2000, p. CD, 6 pp. World Scientific and Engineering Societyoptimizati. ISBN 960-8052-19-X. info
• HOROVÁ, Ivana. Numerické metody. 1st ed. Brno: Masarykova univerzita, 1999, 230 pp. ISBN 80-210-2202-7. info
• HOROVÁ, Ivana and Marie BUDÍKOVÁ. Linear Smoothers and Additive Models. In In Folia Fac.Sci.Nat.Univ.Masarykiane Brunensis. 1st ed. Brno: Masarykova univerzita Brno, 1998, p. 13-30. 7. ISBN 80-210-1950-6. info
• HOROVÁ, Ivana. Jádrové vyhlazování (Kernels smoothing). In Analýza Dat 95/II. 1st ed. Pardubice: Trilo Byte, 1995, p. 56-65. info
• HOROVÁ, Ivana. A Note on Bernstein Polynomials over Triangles. Scripta Facultatis cien.Nat.Univ.Masaryk. Brunensis. Masarykova univerzita: MU, 1993, vol. 23, No 1, p. 1-7. ISSN 80-210-0891-1. info

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