RNDr. Ladislav Jirsa, Ph.D.

Research associate

Ladislav Jirsa
jirsa@utia.cas.cz 266052302 266052337
Department: Department of Adaptive Systems
Research interests: Bayesian methodology, application in biophysics, application of probabilistic mathematical modelling in industrial processes, theory and algorithms for probabilistic estimation with uniformly distributed uncertainty, optimal transfer of stochastic knowledge using fully probabilistic design

Biography

Publication list

Research interests: Bayesian methodology, probabilistic modelling, model structure estimation, estimation and decision-making in uncertainty, construction of prior information using fictitious data, probabilistic mixtures with static and dynamic weights, linear model with normal noise (ARX), linear model with uniform noise (ARX, state-space), preprocessing and filtration of noisy data, transfer of uncertain knowledge of autonomous
agents. Some results were applied in nuclear medicine and the metal processing industry.

Projects: coordinator of 2 national and 2 European projects, team member of 3 projects, including one European.

Publications: 66 total, including 9 journal papers and 4 book chapters.

Education: 1991 Charles University, Faculty of Mathematics and Physics, Mgr (Msc), 2000 Czech Technical University, Faculty of Nuclear Sciences and Physical Engineering, Ph.D., 2000 MFF UK, RNDr.

Employment: 1991–1998 Charles University, 2nd Medical School (2. LF UK), Institute of Biophysics, assistant lecturer, 1996– ÚTIA AV ČR, dept. of Adaptive Systems, Ph.D. student, postdoc, researcher, 2000–2001 University of Dublin, Trinity College, Ireland, researcher, 2022– Prague University of Economics and Business (VŠE), Faculty of Informatics and Statistics, Department of Statistics and Probability, assistant lecturer

Pedagogical activities: Biohysics (2. LF UK), Statistics (VŠE).

Books and chapters

  1. Jirsa Ladislav, Kuklišová Pavelková Lenka, Quinn Anthony: Bayesian transfer learning between uniformly modelled Bayesian filters, Informatics in Control, Automation and Robotics : 16th International Conference, ICINCO 2019 Prague, Czech Republic, July 29-31, 2019, Revised Selected Papers, p. 151-168, Eds: Gusikhin Oleg, Madani Kurosh, Zaytoon Janan Download DOI: 10.1007/978-3-030-63193-2_9 [2021]
  2. Jirsa Ladislav, Kuklišová Pavelková Lenka, Quinn Anthony: Approximate Bayesian Prediction Using State Space Model with Uniform Noise, Informatics in Control, Automation and Robotics : 15th International Conference, ICINCO 2018, Porto, Portugal, July 29-31, 2018, Revised Selected Papers, p. 552-568, Eds: Gusikhin O., Madani K. Download DOI: 10.1007/978-3-030-31993-9 [2019]
  3. Kárný Miroslav, Böhm Josef, Guy Tatiana Valentine, Jirsa Ladislav, Nagy Ivan, Nedoma Petr, Tesař Ludvík: Optimized Bayesian Dynamic Advising: Theory and Algorithms, Springer (London, 2006) [2006]
  4. Heřmanská J., Blažek T., Havlasová H., Jirsa Ladislav, Kárný Miroslav, Zimák Jaroslav: Systém JODNEW - bayesovské sledování diagnostiky a terapie nemocí štítné žlázy pomocí 131 J. Průvodce verzí 3.3, ÚTIA AV ČR (Praha, 1996) [1996]

Journal articles

  1. Kuklišová Pavelková Lenka, Jirsa Ladislav, Quinn Anthony: Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances, Knowledge-Based System 238 Download Download DOI: 10.1016/j.knosys.2021.107879 [2022]
  2. Pavelková Lenka, Jirsa Ladislav: Recursive Bayesian estimation of autoregressive model with uniform noise using approximation by parallelotopes, International Journal of Adaptive Control and Signal Processing 31 8 (2017), p. 1184-1192 Download DOI: 10.1002/acs.2756 [2017]
  3. Jirsa Ladislav, Varga F., Quinn A.: Identification of thyroid gland activity in radioiodine therapy, Informatics in Medicine Unlocked 7 1 (2017), p. 23-33 Download DOI: 10.1016/j.imu.2017.02.004 [2017]
  4. Varga F., Jirsa Ladislav, Heřmanská J., Kárný Miroslav, Vlček P.: Prior knowledge in estimation of bi-phase model of 131I accumulation in thyroid gland. Abstract, European Journal of Nuclear Medicine and Molecular Imaging 32, p. 42 Download [2005]
  5. Quinn A., Ettler P., Jirsa Ladislav, Nagy I., Nedoma Petr: Probabilistic advisory systems for data-intensive applications, International Journal of Adaptive Control and Signal Processing 17 2 (2003), p. 133-148 DOI: 10.1002/acs.743 [2003]
  6. Heřmanská J., Kárný Miroslav, Zimák J., Jirsa Ladislav, Šámal M.: Improved prediction of therapeutic absorbed doses of radioiodine in the treatment of thyroid carcinoma, Journal of Nuclear Medicine 42 7 (2001), p. 1084-1090 [2001]
  7. Heřmanská J., Kárný Miroslav, Jirsa Ladislav, Šámal M., Zemanová K., Křenek M., Zimák J., Vlček P.: Zlepšení předpovědi léčebné dávky dvoufázovým modelem kinetiky při léčbě karcinomů štítné žlázy pomocí 131I, Acta Radiobiologica 2 1 (2001), p. 28-29 [2001]
  8. Heřmanská J., Vošmiková K., Jirsa Ladislav, Kárný Miroslav, Šámal M.: Biophysical inputs into the software "MIRDose", Sborník lékařský 99 4 (1998), p. 521-527 Download [1998]
  9. Heřmanská J., Kárný Miroslav, Guy Tatiana Valentine, Jirsa Ladislav: Biokinetics of 131 I in the human organism, Journal of Radioanalytical and Nuclear Chemistry 209 2 (1996), p. 347-353 [1996]

Other publications

  1. Lainová Eva, Kuklišová Pavelková Lenka, Jirsa Ladislav: Approximate Bayesian state estimation and output prediction using state-space model with uniform noise, ÚTIA AV ČR (Praha, 2019) Download [2019]
  2. Jirsa Ladislav, Kuklišová Pavelková Lenka, Quinn Anthony: Bayesian Filtering for States Uniformly Distributed on a Parallelotopic Support, Proceedings of the IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019) Download DOI: 10.1109/ISSPIT47144.2019.9001829 [2019]
  3. Jirsa Ladislav, Pavelková Lenka, Quinn Anthony: Knowledge Transfer in a Pair of Uniformly Modelled Bayesian Filters, Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019), Eds: Gusikhin Oleg, Madani Kurosh, Zaytoon Janan Download DOI: 10.5220/0007854104990506 [2019]
  4. Pavelková Lenka, Jirsa Ladislav: Approximate recursive Bayesian estimation of state space model with uniform noise, ICINCO 2018 : Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics, p. 388-394, Eds: Madani Kurosh, Gusikhin Oleg Download DOI: 10.5220/0006933803880394 [2018]
  5. Jirsa Ladislav: Linear ARX and state-space model with uniform noise: computation of first and second moments, ÚTIA AV ČR (Praha, 2016) Download [2016]
  6. Jirsa Ladislav, Pavelková Lenka: Estimation of Uniform Static Regression Model with Abruptly Varying Parameters, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, p. 603-607, Eds: Filipe J., Madani K., Gusikhin O., Sasiadek J. Download [2015]
  7. Pavelková Lenka, Jirsa Ladislav: Evaluation of Processor Health within Hierarchical Condition Monitoring System, Proceedings of the 12th International Conference on Informatics in Control, Automation and Robotics, p. 667-671, Eds: Filipe J., Madani K., Gusikhin O., Sasiadek J. Download [2015]
  8. Ettler P., Puchr I., Jirsa Ladislav, Pavelková Lenka: Probabilistic Inspection of Multimodally Distributed Signals, The 12th International Conference on Condition Monitoring and Machinery Failure Prevention Technologies (CM 2015/MFPT 2015) Download [2015]
  9. Jirsa Ladislav, Pavelková Lenka: Normal and uniform noise - violation of the assumption on noise distribution in model identification, ÚTIA AV ČR (Praha, 2015) Download [2015]
  10. Jirsa Ladislav, Pavelková Lenka: Testing of Sensor Condition Using Gaussian Mixture Model, Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, p. 550-558, Eds: Filipe Joaquim, Gusikhin Oleg, Madani Kurosh, Sasiadek Jurek Download [2014]
  11. Pavelková Lenka, Jirsa Ladislav: Evaluation of Sensor Signal Health Using Model with Uniform Noise, Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics, p. 671-677, Eds: Filipe Joaquim, Gusikhin Oleg, Madani Kurosh, Sasiadek Jurek Download [2014]
  12. Jirsa Ladislav, Pavelková Lenka, Dedecius Kamil: Preliminaries of probabilistic hierarchical fault detection, Preprints of the 3rd International Workshop on Scalable Decision Making held in conjunction with ECML/PKDD 2013, Eds: Guy Tatiana V., Kárný Miroslav Download [2013]
  13. Dedecius Kamil, Jirsa Ladislav: Bayesian Soft Sensing in Cold Sheet Rolling, Abstracts of Contributions to 6th International Workshop on Data-Algorthms-Decision Making, p. 45-45 Download [2010]
  14. Dedecius Kamil, Jirsa Ladislav: Impact of forgetting on models of rolling mills, ÚTIA AV ČR (Praha, 2010) Download [2010]
  15. Dedecius Kamil, Jirsa Ladislav, Pištěk Miroslav: Bayesian averaging of regressive models, Proceedings of the 11th International PhD Workshop on Systems and Control, p. 1-6 Download [2010]
  16. Jirsa Ladislav, Kárný Miroslav, Tesař Ludvík: Iterative Formulation of Control Aims in Fully Probabilistic Design, Abstract of Contributions to 5th International Workshop on Data-Algorithms-Decision Making, p. 31-31, Eds: Janžura Martin, Ivánek Jiří Download [2009]
  17. Jirsa Ladislav, Tesař Ludvík: Windsurfer, Fully Probabilistic Control Design and the Jobcontrol Package, Abstracts of Contributions to 4th International Workshop on Data-Algorithms-Decision Making, p. 38-38, Eds: Janžura Martin, Ivánek Jiří Download [2008]
  18. Chudoba M., Jirsa Ladislav: Transformation of data in the framework of dynamic decision making, ÚTIA AV ČR (Praha, 2008) [2008]
  19. Vejvalka J., Pejcha T., Vlček P., Křenek M., Jirsa Ladislav: Database Cathy - longitudinal follow-up of thyroid cancer patients (2008) [2008]
  20. Vejvalka J., Pejcha T., Varga F., Křenek M., Vlček P., Jirsa Ladislav: Building adisease-specific research database -longitudinal follow-up of thyroid cancer patients, Italian Association of Telemedicine and Medical Informatics --- 8th Congress, p. 111-111, Eds: Sicurello F., Mastronardi G. [2007]
  21. Jirsa Ladislav, Varga F.: Nuclear Medicine, Treatment of Thyroid Cancer and Mathematical Modelling, 3rd International Workshop on Data - Algorithms - Decision Making, p. 10-10, Eds: Janžura M., Ivánek J. [2007]
  22. Jirsa Ladislav, Quinn A., Varga F.: Identification of Thyroid Gland Activity in Radiotherapy, Bayesian Statistics 8, p. 613-618, Eds: Bernardo J. M., Bayarri M. J., Berger J. O., Dawid A. P., Heckerman D., Smith A. F. M., West M. Download [2007]
  23. Jirsa Ladislav, Varga F., Quinn A.: Probabilistic estimation of radiation dose with few noisy measurements of activity (2007) [2007]
  24. Jirsa Ladislav, Quinn A., Varga F.: Identification of Thyroid Gland Activity and Probabilistic Estimation of Absorbed Doses in Nuclear Medicine, ÚTIA AV ČR (Praha, 2007) Download [2007]
  25. Varga F., Jirsa Ladislav: Output parameters of the 131I bi-phasic vs. monoexponential biokinetics model in thyroid gland, Bratislavské lekárske listy 107 4 (2006), p. 177-177 [2006]
  26. Sýkorová P., Vlček P., Jirsa Ladislav, Personová K.: Impact of TNM classification categories on thyroid gland carcinoma, Endocrine Abstracts 8th European Congress of Endocrinology incorporating the British Endocrine Societies, p. 938-938 [2006]
  27. Jirsa Ladislav, Quinn A., Varga F.: Identification of Thyroid Gland Activity in Radiotherapy, Valencia 8 ISBA 2006 World Meeting on Bayesian Statistics, p. 140-140 [2006]
  28. Jirsa Ladislav, Varga F., Kárný Miroslav, Heřmanská J.: Model of 131I biokinetics in thyroid gland and its implementation for estimation of absorbed doses, Proceedings of the 3rd European Medical and Biological Engineering Conference, p. 1-5, IFMBE (Prague, 2005) Download [2005]
  29. Personová K., Sýkorová P., Jirsa Ladislav, Zimák J., Vlček P.: Možnost predikce aplikované aktivity 131I při léčbě diferencovaných karcinomů štítné žlázy pomocí matematického modelu, Endokrinologické dny s mezinárodní účastí (28.), p. 164, Eds: Karásek D., Zapletalová J., VEDUTA (Olomouc, 2005) Download [2005]
  30. Jirsa Ladislav, Varga F., Kárný Miroslav: Prior information in Bayesian identification of a linear regression model: inference and examples, Proceedings of Abstracts of the 6th International PhD Workshop on Systems and Control a Young Generation Viewpoint, p. 38, Josef Stefan Institute (Ljubljana, 2005) Download [2005]
  31. Jirsa Ladislav, Varga F., Kárný Miroslav, Heřmanská J.: Model of 131I Biokinetics in Thyroid Gland and its Implementation for Estimation of Absorbed Doses, ÚTIA AV ČR (Praha, 2005) [2005]
  32. Jirsa Ladislav, Varga F., Kárný Miroslav: Prior information in Bayesian identification of a linear regression model, Proceedings of the 6th International PhD Workshop in Systems and Control, Young Generation Viewpoint, p. 1-6, Eds: Tinta D., Benko U. Download [2005]
  33. Varga F., Jirsa Ladislav, Heřmanská J.: Význam apriornej informácie pri modelovaní biokinetiky 131I v štítnej žl'aze. Abstrakt, Sborník abstraktů XXVI. dnů lékařské biofyziky, p. 80, Eds: Foltýnová V., Jirkovský J., Cirýn J., UK 1.LF Praha (Praha, 2003) [2003]
  34. Belda Květoslav, Tesař Ludvík, Kytka Roman, Jirsa Ladislav, Guy Tatiana Valentine, Novák Miroslav: 4th International PhD Workshop Information Technologies & Control. Young Generation Viewpoint (2003) [2003]
  35. Nedoma Petr, Böhm Josef, Guy Tatiana Valentine, Jirsa Ladislav, Kárný Miroslav, Nagy Ivan, Tesař Ludvík, Andrýsek Josef: Mixtools: User's Guide, ÚTIA AV ČR (Praha, 2002) Download [2002]
  36. Jirsa Ladislav, Quinn A.: Mixture analysis of nuclear medicine data: Medical decision support, Irish Signals and Systems Conference 2001. Proceedings, p. 393-398, Eds: Shorten R., Ward T., Lysaght T., NUI Maynooth (Maynooth, 2001) [2001]
  37. Heřmanská J., Šámal M., Zimák J., Jirsa Ladislav, Kárný Miroslav: Prediction of absorbed therapeutic dose from short diagnostic measurements. Abstract, Conference Abstracts of XXIII Days of Radiation Protection, p. 7-9, RPS of Czech Medical Association (Praha, 2000) [2000]
  38. Zimák J., Heřmanská J., Jirsa Ladislav, Kárný Miroslav, Šámal M.: Tets of new tools for probabilistic evaluation of radiation load of patients. Abstract, Conference Abstracts of XXIII Days of Radiation Protection, p. 3-4, RPS Czech Medical Association (Praha, 2000) [2000]
  39. Heřmanská J., Kárný Miroslav, Zimák J., Jirsa Ladislav, Šámal M.: Předpověď terapeutické dávky zlepšeným modelem kinetiky 131I. Abstrakt, Dny nukleární medicíny s mezinárodní účastí. Abstrakta, p. 29, Česká společnost nukleární medicíny ČLS JEP (České Budějovice, 2000) [2000]
  40. Augustinová J., Heřmanská J., Zimák J., Jirsa Ladislav, Kárný Miroslav: Podklady pro hodnocení kinetiky 131I v provozu KNM FN v Motole. Abstrakt, Dny nukleární medicíny s mezinárodní účastí. Abstrakta, p. 15, Česká společnost nukleární medicíny ČLS JEP (České Budějovice, 2000) [2000]
  41. Zimák J., Heřmanská J., Jirsa Ladislav, Kárný Miroslav, Vlček P.: Pravděpodobnostní hodnocení radiační zátěže pacientů metodou MIRD. Abstrakt, Dny nukleární medicíny s mezinárodní účastí. Abstrakta, p. 30, Česká společnost nukleární medicíny ČLS JEP (České Budějovice, 2000) [2000]
  42. Heřmanská J., Kárný Miroslav, Zimák J., Jirsa Ladislav, Šámal M.: Improved Correspondence between Projected and Measured Doses of I-131 Using the New Kinetic Model. Abstract, Congress of the European Association of Nuclear Medicine, p. 917, Springer (Berlin, 2000) [2000]
  43. Jirsa Ladislav: Advanced Bayesian Processing of Clinical Data in Nuclear Medicine. Ph.D. Thesis (1999) Download [1999]
  44. Jirsa Ladislav: Description of Data Conversion and Management in the Joint Project with the Clinic of Nuclear Medicine, Motol Hospital, Prague (Grant IGA MZ ČR 4581-3), ÚTIA AV ČR (Praha, 1999) [1999]
  45. Jirsa Ladislav, Kárný Miroslav, Šámal M.: Preliminary Experiments with Biophysical Data, ÚTIA AV ČR (Praha, 1999) [1999]
  46. Heřmanská J., Zimák J., Jirsa Ladislav, Kárný Miroslav, Racek P.: Dose prediction during 131I treatment of thyroid cancer. Abstract, Days of Radiation Hygiene. Abstracts, p. 38-39, Radiation Protection Society (Praha, 1999) [1999]
  47. Zimák J., Heřmanská J., Jirsa Ladislav, Kárný Miroslav: A tool for evaluating dosimetry-related quantities. Abstract, Days of Radiation Hygiene. Abstracts, p. 124-125, Radiation Protection Society (Praha, 1999) [1999]
  48. Zimák J., Heřmanská J., Jirsa Ladislav, Kárný Miroslav: Programový systém JodNew. Abstrakt, Dny nukleární medicíny. Abstrakta, p. 88, Dům techniky (Ostrava, 1999) [1999]
  49. Heřmanská J., Blažek T., Vlček P., Kárný Miroslav, Jirsa Ladislav: Některé biofyzikální parametry ovlivňující léčbu radiojodem. Abstrakt, Zborník prác z XXII. Dní lekárskej biofyziky s medzinárodnou účasťou, p. 43-44, Lekárska fakulta UPJŠ (Košice, 1999) [1999]
  50. Heřmanská J., Zimák J., Jirsa Ladislav, Regner Albert, Kárný Miroslav: Kvalita vstupu do MIRD při léčebném využití 131I. Abstrakt, Dny nukleární medicíny. Abstrakta, p. 26, Dům techniky (Ostrava, 1999) [1999]
  51. Heřmanská J., Zimák J., Jirsa Ladislav, Kárný Miroslav, Vošmiková K., Němec J., Blažek T.: Initial experience with software system JODNEW for evaluation biophysical characteristics related to treatment of carcinoma of thyroid gland by 131I, Proceedings of the 21st Radiation Hygiene Days, p. 82-86, Eds: Cabaneková H., Ďurčik M., Nikodemová D., Nuclear Regulatory Authority (Bratislava, 1998) [1998]
  52. Heřmanská J., Kárný Miroslav, Jirsa Ladislav, Němec J.: Evaluation of biophysical quantities related to the treatment of thyroid diseases, Quantitative Image Analysis in Functional Scintigraphic Imaging, p. 39-42, GAMAMED (Praha, 1998) [1998]
  53. Heřmanská J., Blažek T., Kárný Miroslav, Guy Tatiana Valentine, Jirsa Ladislav: Modelování kinetiky 131 J při léčbě nemocí štítné žlázy, Sborník abstraktů XIX. dnů lékařské biofyziky, p. 13-14, Masarykova univerzita (Brno, 1996) [1996]
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