Curriculum vitae

First name and surname, scientific degrees

• Mgr. Ondřej Pokora, Ph.D.
  born February 14, 1981 in Brno, Czech Republic

Department and address

• Masaryk University – Faculty of Science – Department of Mathematics and Statistics
  Kotlářská 267/2, Brno, 61137, Czech Republic – (building 08, Kotlářská campus)

Current position

• Lecturer

Education and academic qualifications

• 2009: Ph.D. (doctoral degree), Probability, statistics and mathematical modelling, Mathematical models in neurophysiology: models of olfactory neurons, Dept. of Mathematics and Statistics, Faculty of Science, Masaryk University, Brno, supervisor Petr Lánský
• 2005: Mgr. (master degree), Mathematical modelling and numerical methods, Distance measurement in microaxial tomography: some mathematical-statistical approaches (in Czech), Dept. of Mathematics and Statistics, Faculty of Science, Masaryk University
• 2003: Bc. (bachelor degree), Mathematics, Iterative methods for solving systems of linear equations (in Czech), Dept. of Mathematics, Faculty of Science, Masaryk University

Professional experience

• since 2018: Lecturer, Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Brno, Czech Republic
• 2012–2018: Assistant professor, Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Brno, Czech Republic
• 2011–2012: Researcher, Department of Computational Neuroscience, Institute of Physiology, Academy of Sciences of the Czech Republic, Praha, Czech Republic
• 2009–2011: Scientific research assistant, Jaroslav Hájek Center for theoretical and applied statistics, Department of Mathematics and Statistics, Faculty of Science, Masaryk University, Brno, Czech Republic
• 2005–2009: PhD student – researcher, Institute of Physiology, Academy of Sciences of the Czech Republic, Praha, Czech Republic

Teaching activities

• Stochastic analysis
• Bayesian methods
• Probability theory
• Statistics
• stochastic modeling

Research activities

• Researcher-ID B-7469-2012
• Stochastic modelling in neurophysiology
• Stochastic modelling in reliability
• Theory of estimation and information theory
• Functional data analysis

Internship and stays for the purpose of study or work

• 2008/03/03 – 2008/10/31: University of Torino, Torino, ITA
• 2006/11/20 – 2006/11/27: French National Institute for Agricultural Research, Paris, Other programs, FRA

Awards

• 2010: Prize for the doctoral thesis
• 2009: Prize of the dean of Faculty of Science
• 2006: Prize of Dept. of Mathematics

Publications

• KOLÁČEK, Jan, Ondřej POKORA, Daniela KURUCZOVÁ and Tzai-Wen CHIU. Benefits of functional PCA in the analysis of single-trial auditory evoked potentials. Computational Statistics. Germany: Springer, 2019, vol. 34, No 2, p. 617-629. ISSN 0943-4062. Available from: https://dx.doi.org/10.1007/s00180-018-0819-6. Full Text info
• VALIŠ, David, Ondřej POKORA and Jan KOLÁČEK. System failure estimation based on field data and semi-parametric modeling. Engineering Failure Analysis. Oxford: PERGAMON-ELSEVIER SCIENCE LTD, 2019, vol. 101, JUL 2019, p. 473-484. ISSN 1350-6307. Available from: https://dx.doi.org/10.1016/j.engfailanal.2019.04.014. Full Text info
• VALIŠ, David, Libor ŽÁK and Ondřej POKORA. Perspective approach in using anti-oxidation and anti-wear particles from oil to estimate residual technical life of a system. Tribology International. 2018, vol. 118, February, p. 46-59. ISSN 0301-679X. Available from: https://dx.doi.org/10.1016/j.triboint.2017.09.017. URL info
• TÓTH, Peter Gabriel, Petr MARŠÁLEK and Ondřej POKORA. Ergodicity and parameter estimates in auditory neural circuits. Biological Cybernetics. Springer, 2018, vol. 112, 1-2, p. 41-55. ISSN 0340-1200. Available from: https://dx.doi.org/10.1007/s00422-017-0739-5. URL info
• POKORA, Ondřej, Jan KOLÁČEK, Tzai-Wen CHIU and Wei QIU. Functional data analysis of single-trial auditory evoked potentials recorded in the awake rat. BioSystems. Oxford: ELSEVIER SCI LTD, 2017, vol. 161, November, p. 67-75. ISSN 0303-2647. Available from: https://dx.doi.org/10.1016/j.biosystems.2017.09.002. URL info
• VALIŠ, David, Libor ŽÁK and Ondřej POKORA. System Condition Estimation Based on Selected Tribodiagnostic Data. Quality and Reliability Engineering International. WILEY-BLACKWELL, 2016, vol. 32, No 2, p. 635-645. ISSN 0748-8017. Available from: https://dx.doi.org/10.1002/qre.1778. info
• VALIŠ, David, Libor ŽÁK, Ondřej POKORA and Petr LÁNSKÝ. Perspective analysis outcomes of selected tribodiagnostic data used as input for condition based maintenance. Reliability engineering & system safety. ELSEVIER SCI LTD, 2016, vol. 145, january, p. 231-242. ISSN 0951-8320. Available from: https://dx.doi.org/10.1016/j.ress.2015.07.026. info
• VALIŠ, David, Libor ŽÁK and Ondřej POKORA. Contribution to system failure occurrence prediction and to system remaining useful life estimation based on oil field data. Proceedings of the Institution of Mechanical Engineers Part O Journal of Risk and Reliability. London: SAGE Publications Ltd, 2015, vol. 229, No 1, p. 36-45. ISSN 1748-006X. Available from: https://dx.doi.org/10.1177/1748006X14547789. URL info
• VALIŠ, David, Libor ŽÁK and Ondřej POKORA. Failure prediction of diesel engine based on occurrence of selected wear particles in oil. Engineering Failure Analysis. PERGAMON-ELSEVIER SCIENCE LTD, 2015, vol. 56, october, p. 501-511. ISSN 1350-6307. Available from: https://dx.doi.org/10.1016/j.engfailanal.2014.11.020. info
• WAN, Ilynn, Ondřej POKORA, Tzaiwen CHIU, Petr LÁNSKÝ and Paul Waifung POON. Altered intensity coding in the salicylate-overdose animal model of tinnitus. BioSystems. ELSEVIER SCI LTD, 2015, vol. 136, october, p. 113-119. ISSN 0303-2647. Available from: https://dx.doi.org/10.1016/j.biosystems.2015.06.010. info
• PILARSKI, Stevan and Ondřej POKORA. On the Cramér-Rao bound applicability and the role of Fisher information in computational neuroscience. BioSystems. ELSEVIER SCI LTD, 2015, vol. 136, october, p. 11-22. ISSN 0303-2647. Available from: https://dx.doi.org/10.1016/j.biosystems.2015.07.009. URL info
• VALIŠ, David and Ondřej POKORA. Application of selected diffusion processes on system state assessment. In Safety and Reliability: Methodology and Applications - Proceedings of the European Safety and Reliability Conference, ESREL 2014. Wroclaw: CRC Press/Balkema, 2015, p. 911-916. ISBN 978-1-138-02681-0. info
• VALIŠ, David and Ondřej POKORA. Estimation of system residual useful life based on selected tribo data. In Industrial Engineering and Engineering Management (IEEM), 2014 IEEE International Conference on. Selangor: IEEE Computer Society, 2015, p. 1171-1175. ISBN 978-1-4799-6410-9. Available from: https://dx.doi.org/10.1109/IEEM.2014.7058823. info
• LÁNSKÝ, Petr and Ondřej POKORA. Vybrané kapitoly z matematického modelování (Selected chapters in mathematical modelling). Online. In Holčík Jiří, Komenda Martin. Matematická biologie: e-learningová učebnice. 1st ed. Brno, 2015. ISBN 978-80-210-8095-9. URL info
• LÁNSKÝ, Petr and Ondřej POKORA. Matematické modely v biologii (Mathematical models in biology). Online. In Holčík Jiří, Komenda Martin. Matematická biologie: e-learningová učebnice. 1st ed. Brno, 2015. ISBN 978-80-210-8095-9. URL info
• VALIŠ, David, Libor ŽÁK and Ondřej POKORA. Engine residual technical life estimation based on tribo data. Eksploatacja i Niezawodnosc – Maintenance and Reliability. 2014, vol. 16, No 2, p. 203-210. ISSN 1507-2711. info
• VALIŠ, David and Ondřej POKORA. Estimation of residual life based on vehicle tribo data. In IEEE International Conference on Industrial Engineering and Engineering Management. Bangkok: IEEE Computer Society, 2014, p. 1427-1431. ISBN 978-1-4799-0986-5. Available from: https://dx.doi.org/10.1109/IEEM.2013.6962646. info
• KOŠŤÁL, Lubomír, Petr LÁNSKÝ and Ondřej POKORA. Measures of statistical dispersion based on Shannon and Fisher information concepts. INFORMATION SCIENCES. NEW YORK, NY 10010-1710 USA: ELSEVIER SCIENCE INC, 2013, vol. 235, JUN 20 2013, p. 214-223. ISSN 0020-0255. Available from: https://dx.doi.org/10.1016/j.ins.2013.02.023. info
• POKORA, Ondřej. Hazard rate functions driven by finite-state and continuous-state stochastic processes. In Tomáš Pavlík, Ondřej Májek. Proceedings of the 9th Summer School on Computational Biology: Stochastic Modelling in Epidemiology. Brno: Masarykova univerzita, 2013, p. 57-66. ISBN 978-80-210-6305-1. URL info
• KOŠTÁL, Lubomír and Ondřej POKORA. Nonparametric estimation of information-based measures of statistical dispersion. Entropy. 2012, vol. 14, No 7, p. 1221–1233. ISSN 1099-4300. Available from: https://dx.doi.org/10.3390/e14071221. info
• POKORA, Ondřej and Petr LÁNSKÝ. Estimating individual firing frequencies in a multiple spike train record. Journal of Neuroscience Methods. 2012, vol. 211, No 2, p. 191-202. ISSN 0165-0270. Available from: https://dx.doi.org/10.1016/j.jneumeth.2012.09.010. info
• KOŠŤÁL, Lubomír, Petr LÁNSKÝ and Ondřej POKORA. How regular is neuronal activity. In ESANN 2012 proceedings, 20th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. i6doc.com publication, 2012, p. 495-500. ISBN 978-2-87419-049-0. info
• KOŠŤÁL, Lubomír, Petr LÁNSKÝ and Ondřej POKORA. Variability measures of positive random variables. PloS ONE. 2011, vol. 6, No 7, p. e21998, 11 pp. ISSN 1932-6203. Available from: https://dx.doi.org/10.1371/journal.pone.0021998. info
• POKORA, Ondřej. Fisher information as the measure of signal optimality in olfactory neuronal neurons. In Acta Universitatis Matthiae Belii, Series mathematics, 16. Banska Bystrica, Slovakia: Matej Bel University, 2010, p. 53-63. ISBN 978-80-8083-955-0. info
• POKORA, Ondřej. Stochastic modelling of signal transduction in olfactory neurons. In 6th Summer School on Computational Biology. Brno: AKADEMICKÉ NAKLADATELSTVÍ CERM, s.r.o., 2010, p. 100-115, 15 pp. ISBN 978-80-7204-698-0. URL info
• POKORA, Ondřej and Petr LÁNSKÝ. Statistical approach in search for optimal signal in simple olfactory neuronal models. Mathematical Biosciences. Amsterdam: Elsevier, 2008, Volume 214, Issues 1-2, p. 100-108. ISSN 0025-5564. doi:10.1016/j.mbs.2008.02.010 info
• LÁNSKÝ, Petr, Ondřej POKORA and Jean-Pierre ROSPARS. Classification of stimuli based on stimulus-response curves and their variability. Brain Research. Amsterdam: Elsevier, 2008, Volume 122, srpen 2008, p. 57-66. ISSN 0006-8993. doi:10.1016/j.brainres.2008.04.058 info
• POKORA, Ondřej and Petr LÁNSKÝ. Steady-State Properties of Coding of Odor Intensity in Olfactory Sensory Neurons. In Advances in Brain, Vision, and Artificial Intelligence, Lecture Notes in Computer Science 4729. Berlin / Heidelberg: Springer, 2007, p. 360-367. ISBN 978-3-540-75554-8. doi:10.1007/978-3-540-75555-5_34 info
• LÁNSKÝ, Petr, Ondřej POKORA and Jean-Pierre ROSPARS. Stimulus-Response Curves in Sensory Neurons: How to Find the Stimulus Measurable with the Highest Precision. In Advances in Brain, Vision, and Artificial Intelligence, Lecture Notes in Computer Science 4729. Berlin / Heidelberg: Springer, 2007, p. 338-349. ISBN 978-3-540-75554-8. doi:10.1007/978-3-540-75555-5_32 info

2019/06/04