Institute of Information Theory and Automation

Bibliography

Martin Janžura

Books and chapters

  1. Janžura Martin, Otáhal Antonín, Vajda Igor: Teorie informace, Masarykův ústav vyšších studií ČVUT, (Praha 1991) (1991)

Journal articles

  1. Janžura Martin: Marginal problem, statistical estimation, and Möbius formula , Kybernetika vol.43, 5 (2007), p. 619-631 (2007)
  2. Janžura Martin, Nielsen Jan: A simulated annealing-based method for learning Bayesian networks from statistical data , International Journal of Intelligent Systems vol.21, 3 (2006), p. 335-348 (2006)
  3. Janžura Martin: On the exponential representation problem , Soft Computing vol.7, 5 (2003), p. 321-327 (2003)
  4. Janžura Martin, Boček Pavel: Relative asymptotic efficiency of the maximum pseudolikelihood estimate for Gauss-Markov random fields , Statistical Inference for Stochastic Processes vol.5, 2 (2002), p. 179-197 (2002)
  5. Boček Pavel, Feglar T., Janžura Martin, Vajda Igor: Prognosis and optimization of homogeneous Markov message handling networks , Kybernetika vol.37, 6 (2001), p. 625-646 (2001)
  6. Janžura Martin: Asymptotic Rényi distances for random fields: Properties and applications , Kybernetika vol.35, 4 (1999), p. 507-525 (1999)
  7. Janžura Martin: On the concept of the asymptotic Rényi distances for random fields , Kybernetika vol.35, 3 (1999), p. 353-366 (1999)
  8. Comets F., Janžura Martin: A central limit theorem for conditionally centered random fields with an application to Markov fields , Journal of Applied Probability vol.35, 3 (1998), p. 608-621 (1998)
  9. Janžura Martin, Boček Pavel: A method for knowledge integration , Kybernetika vol.34, 1 (1998), p. 41-55 (1998)
  10. Janžura Martin: Asymptotic results in parameter estimation for Gibbs random fields , Kybernetika vol.33, 2 (1997), p. 133-159 (1997)
  11. Vajda Igor, Janžura Martin: On asymptotically optimal estimates for general observations , Stochastic Processes and their Applications vol.72, 1 (1997), p. 27-45 (1997)
  12. Janžura Martin, Koski T., Otáhal Antonín: Minimum entropy of error estimation for discrete random variables , IEEE Transactions on Information Theory vol.42, 4 (1996), p. 1193-1201 (1996)
  13. Janžura Martin, Lachout Petr: A central limit theorem for stationary random fields , Mathematical Methods of Statistics vol.4, 4 (1995), p. 463-472 (1995)
  14. Janžura Martin, Koski T., Otáhal Antonín: Minimum entropy of error principle in estimation , Information Sciences vol.79, p. 123-144 (1994)
  15. Janžura Martin: Statistical analysis of Gibbs-Markov binary random sequences , Statistics & Decisions vol.12, 12 (1994), p. 367-384 (1994)
  16. Janžura Martin: The central limit theorem for random fields , Kybernetika vol.30, 1 (1994), p. 77-86 (1994)
  17. Janžura Martin: An Approximation of the Pressure for the Two-Dimensional Ising Model , Kybernetika vol.28, 3 (1992), p. 234-238 (1992)

Other publications

  1. Janžura Martin: On an approximative solution to the marginal problem , WUPES'09 , Eds: Kroupa T., Vejnarová J., WUPES´09, (Liblice, CZ, 19.09.2009-23.09.2009) (2009) Download
  2. Janžura Martin: On the importance of entropy , ROBUST 2008 , Eds: Antoch J., Dohnal G., ROBUST 2008. Letní škola JČMF /15./, (Pribylina, SK, 08.09.2008-12.09.2008) (2009) Download
  3. Janžura Martin, Fialová Lucie: A parametric model for discrete- valued time series , Probastat 06 , Eds: Pázman Andrej, Volaufová Julia, Witkovský Viktor, Probastat 06, (Smolenice, SK, 05.06.2006-09.06.2006) (2008) Download
  4. Janžura Martin, Ivánek Jiří: Abstracts of Contributions to 4th International Workshop on Data – Algorithms – Decision Making, ÚTIA AV ČR, (Praha 2008) Interní publikace DAR-ÚTIA vol.2008/6 , 4th International Workshop on Data-Algorithms-Decision Making, (Loučeň, CZ, 30.11.2008-02.12.2008) (2008) Download
  5. Janžura Martin: Local alternatives in testing hypotheses on parameters of Gibbs random fields , Proceedings of the 56th Session of the International Statistical Institute, Session of the International Statistical Institute /56./, (Lisabon, PT, 22.08.2007-29.08.2007) (2007)
  6. Janžura Martin: On the Connection between Marginal Problem, Statistical Estimation, and Möbius Formula, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/18 (2006)
  7. Janžura Martin: Statistická analýza gibbsovských náhodných polí, ÚTIA AV ČR, (Praha 2006) (2006)
  8. Janžura Martin, Ivánek Jiří: International Workshop on Data - Algorithm - Decision Making, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/41 (2005)
  9. Janžura Martin, Ivánek Jiří: International Workshop on Data-Algorithmus-Decision Making, (Prague, CZ, 19.12.2005-20.12.2005) (2005)
  10. Janžura Martin: On a construction of an efficient estimator for the expectation of a local statistics on a random process or a filed , The 25th European Meeting os Statisticians-Final Programme and Abstracts, p. 172-172, European Meeting of Statisticians/25th./, (Oslo, NO, 24.7.2005-28.7.2005) (2005)
  11. Janžura Martin: A central limit theorem for conditionally centred random fields with an application to testing statistical hypotheses , Limit Theorems in Probability and Statistics, p. 209-223 , Eds: Berkes I., Csáki E., Csörgö M., János Bolyai Mathematical Society, (Budapest 2002) , Limit Theorems in Probability and Statistics, (Balatonlelle, HU, 28.06.1999-02.07.1999) (2002)
  12. Janžura Martin, Mikosch T.: Abstracts of the 24th European Meeting of Statisticians & 14th Prague Conference on Information Theory, Statistical Decision Functions and Random Processes, Institute of Information Theory and Automation, (Prague 2002) , EMS 2002, (Prague, CZ, 19.08.2002-23.08.2002) (2002)
  13. Janžura Martin, Nielsen Jan: Metoda segmentace v "change-point" problému , ROBUST'2002. Sborník prací dvanácté zimní školy JČMF, p. 163-177 , Eds: Antoch J., Dohnal G., Klaschka J., JČMF, (Praha 2002) , ROBUST'2002 /12./, (Hejnice, CZ, 21.01.2002-25.01.2002) (2002)
  14. Janžura Martin: A parametric model for discrete-valued time series. Abstract , Conference on Stochastic Processes and their Applications. Abstracts, p. 13, University of Cambridge, (Cambridge 2001) , Conference on Stochastic Processes and their Applications /27./, (Cambridge, GB, 09.07.2001-13.07.2001) (2001)
  15. Janžura Martin, Vrbenský Karel: Test existence vnějšího pole v Isingově modelu , ROBUST'2000. Sborník prací jedenácté letní školy JČMF, p. 92-101 , Eds: Antoch J., Dohnal G., JČMF, (Praha 2001) , ROBUST'2000 /11./, (Nečtiny, CZ, 11.09.2000-15.09.2000) (2001)
  16. Janžura Martin: Testing hypotheses for Gibbs random fields with an application to the Ising model , Proceedings of the 23rd European Meeting of Statisticians, p. 119-120, Instituto Nacional de Estatística, (Lisboa 2001) Revista de Estatística - Statistical Review. , European Meeting of Statisticians /23./, (Funchal, PT, 13.08.2001-18.08.2001) (2001)
  17. Janžura Martin: On the "local exponential projection" approach to the knowledge representation problem , Proceedings of the 5th Workshop on Uncertainty Processing, p. 110-112 , Eds: Vejnarová J., VŠE, (Praha 2000) , WUPES '2000 /5./, (Jindřichův Hradec, CZ, 21.06.2000-24.06.2000) (2000)
  18. Janžura Martin, Boček Pavel: Stochastické metody prognózování parametrů v datových sítích, ÚTIA AV ČR, (Praha 2000) Research Report 1981 (2000)
  19. Janžura Martin: A parametric model for large discrete stochastic systems , Second European Conference on Highly Structured Stochastic Systems, p. 148-150, University of Pavia, (Pavia 1999) , European Conference on Highly Structured Stochastic Systems /2./, (Pavia, IT, 14.09.1999-18.09.1999) (1999)
  20. Janžura Martin: A parametric model with separate estimation of parameters , Proceedings of the Third International Conference on Mathematical Statistics. PROBASTAT '98, p. 45-53 , Eds: Pázman A., Wimmer G., Slovak Academy of Sciences, (Bratislava 1999) Tatra Mountains Mathematical Publications. vol.17 , PROBASTAT '98 /3./, (Smolenice, SK, 09.02.1998-13.02.1998) (1999)
  21. Janžura Martin, Boček Pavel: Asymptotic efficiency of the maximum pseudolikelihood estimate for Gauss-Markov random fields , Statistical Methods for Image Processing, p. 13-15, University of Uppsala, (Uppsala 1999) , Statistical Methods for Image Processing, (Uppsala, SE, 06.08.1999-09.08.1999) (1999)
  22. Janžura Martin: Asymptotic Properties of the Maximum Pseudolikelihood Estimate for Gauss-Markov Random Fields, ÚTIA AV ČR, (Praha 1999) Research Report 1949 (1999)
  23. Janžura Martin: Maximum pseudo-likelihood based testing hypotheses for Gibbs random fields , Bulletin of the International Statistical Institute. 52nd Session, p. 77-78, Edita, (Helsinki 1999) , Session of the International Statistical Institute, ISI '99 /52./, (Helsinki, FI, 10.08.1999-18.08.1999) (1999)
  24. Janžura Martin: On the pseudolikelihood principle in the statistical inference for the Gibbs random fields on a lattice , International Conference on Stereology, Spatial Statistics and Stochastic Geometry. Proceedings, p. 123-128 , Eds: Beneš V., Janáček J., Saxl I., Union of Czech Mathematicians and Physicists, (Prague 1999) , S4G, (Prague, CZ, 21.06.1999-24.06.1999) (1999)
  25. Feglar T., Vajda Igor, Janžura Martin: Optimal Design of Communication Networks, ÚTIA AV ČR, (Praha 1999) Research Report 1978 (1999)
  26. Janžura Martin: Differentiability of the rate function in the large deviations theorem for Gibbs random fields , Prague Stochastics '98. Proceedings, p. 263-267 , Eds: Hušková M., Lachout P., Víšek J. Á., JČMF, (Praha 1998) , Prague Stochastics '98, (Praha, CZ, 23.08.1998-28.08.1998) (1998)
  27. Janžura Martin: Odhady parametrů gaussovských náhodných polí , ROBUST'98. Sborník prací desáté zimní školy JČMF, p. 77-87 , Eds: Antoch J., Dohnal G., JČMF, (Praha 1998) , ROBUST '98 /10./, (Radešín, CZ, 26.01.1998-30.01.1998) (1998)
  28. Janžura Martin: A MCMC solution to the knowledge integration problem , Proceedings of the 4th Workshop on Uncertainty Processing, p. 62-73, VŠE, (Praha 1997) , WUPES '97 /4./, (Prague, CZ, 22.01.1997-25.01.1997) (1997)
  29. Janžura Martin: Aproximace aposteriorních distribucí , ROBUST '96. Sborník prací deváté letní školy JČMF, p. 73-84 , Eds: Antoch J., Dohnal G., JČMF, (Praha 1997) , ROBUST '96 /9./, (Lednice na Moravě, CZ, 02.09.1996-06.09.1996) (1997)
  30. Janžura Martin: Image processing, Markov chain approach , Proceedings in Computational Statistics. COMPSTAT'96, p. 89-100 , Eds: Prat A., Ripoll E., Physica Verlag, (Heidelberg 1996) , Symposium on Computational Statistics. COMPSTAT'96 /12./, (Barcelona, ES, 26.08.1996-30.08.1996) (1996)
  31. Janžura Martin: Maximum pseudo-likelihood estimators for multivariate discrete exponential distributions , Proceedings of the Second International Conference on Mathematical Statistics. PROBASTAT'94, p. 195-201 , Eds: Pázman Andrej, Witkovský Viktor, Mathematical Institute, (Bratislava 1996) Tatra Mountains. Mathematical Publications. vol.7 , PROBASTAT'94, (Smolenice, SK, 30.05.1994-03.06.1994) (1996)
  32. Janžura Martin: On identifiability conditions in parameter models of large stochastic systems , Third European Congress on Systems Science, p. 997-1001 , Eds: Pessa E., Penna M., Montesanto A., Edizioni Kappa, (Roma 1996) , European Congress on Systems Science /3./, (Rome, IT, 01.10.1996-04.10.1996) (1996)
  33. Janžura Martin: The pseudo-likelihood principle in statistical inference for large discrete stochastic systems , European Conference on Highly Structured Stochastic Systems. Proceedings, p. 78-82, University of Aalborg, (Rebild 1996) , European Conference on Highly Structured Stochastic Systems /1./, (Rebild, DK, 19.05.1996-24.05.1996) (1996)
  34. Janžura Martin, Vajda Igor: A sufficient condition for the consistency of parameter estimates , Proceedings of the IEEE Information Theory Workshop, p. 9 , Eds: Podemski R., IEEE, (Poznan 1995) IEEE Information Theory Society. , ITW '95, (Rydzyna, PL, 25.06.1995-29.06.1995) (1995)
  35. Janžura Martin: Maximum pseudolikelihood estimate for Gauss-Markov random fields. Abstract , 21st European Meeting of Statisticians. Programme and Abstracts, p. 174, University of Aarhus, (Aarhus 1995) , European Meeting of Statisticians /21./, (Aarhus, DK, 21.08.1995-25.08.1995) (1995)
  36. Janžura Martin, Koski T., Otáhal Antonín: On the structure and applications of minimum entropy of error estimation for binary random variables , Proceedings of Joint Conference on Information Sciences, p. 291-294 , Eds: Wang P., Duke University, (Pinehurst 1995) , Joint Conference on Information Sciences, (Pinehurst, US, 14.11.1994-16.11.1994) (1995)
  37. Janžura Martin: Asymptotic behaviour of the error probabilities in the pseudo-likelihood ratio test for Gibbs-Markov distributions , Asymptotic Statistics. Proceedings, p. 285-296 , Eds: Mandl P., Hušková M., PhysicaVerlag, (Heidelberg 1994) , Asymptotic Statistics /5./, (Prague, CZ, 04.09.1993-09.09.1993) (1994)
  38. Janžura Martin: Asymptotic normality of the maximum pseudo-likelihood estimate of parameters for Gibbs random fields , Transactions of the 12th Prague Conference on Information Theory, Statistical Decision Functions, Random Processes, p. 119-121 , Eds: Lachout P., Víšek J. Á., ÚTIA AV ČR, (Praha 1994) , Prague Conference on Information Theory /12./, (Praha, CZ, 29.08.1994-02.09.1994) (1994)
  39. Janžura Martin, Koski T., Otáhal Antonín: Minimum Entropy of Error Estimation for Discrete Random Variables, University of Technology, (Lulea 1994) Research Report 94/12 (1994)
  40. Janžura Martin, Otáhal Antonín: Náhodná pole a jejich aplikace , ROBUST 94. Sborník prací zimní školy JČMF, p. 32-43 , Eds: Antoch J., Dohnal G., JČMF, (Praha 1994) , ROBUST '94, (Malenovice, CZ, 17.01.1994-21.01.1994) (1994)
  41. Janžura Martin: Source coding theorem for random fields , Proceedings 1994 IEEE International Symposium on Information Theory, p. 185, IEEE, (Piscataway 1994) , IEEE International Symposium on Information Theory, (Trondheim, NO, 27.06.1994-01.07.1994) (1994)
  42. Janžura Martin: Asymptotic Efficiency of the Maximum Pseudo-Likelihood Estimators for Gibbs Random Fields , Stochastic Processes and their Applications, p. 82-83, Urije Universiteit, (Amsterdam 1993) , Stochastic Processes and their Applications, (Amsterdam, NL, 21.06.1993-25.06.1993) (1993)
  43. Janžura Martin: Asymptotic Rényi Distances for Random Fields , Sixth Joint Swedish-Russian International Workshop on Information Theory, p. 432-436 , Eds: Mansson L., Studentlitteratur, (Lund 1993) , International Workshop on Information Theory /6./, (Mölle, SE, 22.08.1993-27.08.1993) (1993)
  44. Janžura Martin: Asymptotic Results in Parameter Estimation for Gibbs Random Fields, ÚTIA AV ČR, (Praha 1993) Research Report 1763 (1993)
  45. Janžura Martin: Inference in Large Discrete Stochastic Systems , Second European Congress on Systems Science, p. 908-914, Afcet, (Paris 1993) , European Congress on Systems Science /2./, (Prague, CZ, 05.10.1993-08.10.1993) (1993)
  46. Janžura Martin, Koski T., Otáhal Antonín: Minimum Entropy of Error Principle in Estimation: A Short Survey , Sixth Joint Swedish-Russian International Workshop on Information Theory, p. 429-431 , Eds: Mansson L., Studentlitteratur, (Lund 1993) , International Workshop on Information Theory /6./, (Mölle, SE, 22.08.1993-27.08.1993) (1993)
  47. Janžura Martin: Probability Models for Image Processing , Image Processing and Neural Networks '93, p. 38-43 , Eds: Mokriš I., VVTŠ, (Liptovský Mikuláš 1993) , Image Processing and Neural Networks '93, (Liptovský Mikuláš, SQ, 19.05.1993-20.05.1993) (1993)
  48. Janžura Martin: A General Approach to Statistical Estimation , Proceedings of the 10th Conference on Probability and Mathematical Statistics. PROBASTAT '91, p. 211-218 , Eds: Pázman A., Volaufová J., Univerzita Komenského, (Bratislava 1992) , PROBASTAT '91 /10./, (Bratislava, CS, 26.08.1991-30.08.1991) (1992)
  49. Janžura Martin: Asymptotic Rényi Distances for Random Fields , Transactions of DISTANCIA '92, p. 387-388 , Eds: Joly S., Le Calve G., Université Rennes, (Rennes 1992) , DISTANCIA '92, (Rennes, FR, 22.06.1992-26.06.1992) (1992)
  50. Janžura Martin, Koski T., Otáhal Antonín: Minimum Entropy of Error Principle in Estimation, University of Technology, (Lulea 1992) Research Report 10 (1992)
  51. Janžura Martin: Odhad parametrů v pravděpodobnostních modelech velkých systémů , Sborník prací letní školy JČMF ROBUST '92, p. 75-84 , Eds: Antoch J., Dohnal G., JČMF, (Praha 1992) , ROBUST '92, (Herbertov, CS, 14.09.1992-18.09.1992) (1992)
  52. Janžura Martin: Parameter Estimation for a Spatial Regression Model with Stationary Noise , Transactions of the Eleventh Prague Conference on Information Theory, Statistical Decision Functions, Random Processes, p. 23-30 , Eds: Víšek J. Á., Academia, (Prague 1992) , Prague Conference on Information Theory, Statistical Decision Functions and Random Processes /11./, (Prague, CS, 27.08.1990-31.08.1990) (1992)
  53. Janžura Martin: A General Approach to Statistical Estimation , PROBASTAT '91. Abstracts of Lectures, p. 45 , Eds: Volaufová J., Comenius University, (Bratislava 1991) , PROBASTAT '91, (Bratislava, CS, 26.08.1991-30.08.1991) (1991)
  54. Janžura Martin, Přeučil Stanislav: An Expert System Based on the Simulated Annealing Algorithm , Workshop on Uncertainty Processing in Expert Systems, p. - , Eds: Jiroušek R., ÚTIA ČSAV, (Prague 1991) , WUPES '91, (Alšovice, CS, 09.09.1991-12.09.1991) (1991)
  55. Janžura Martin: A General View of the Maximum Likelihood Estimation , Mathematische Stochastik, p. 10-11 , Eds: Föllmer H., Mathematisches Forschungsinstitut, (Oberwolfach 1990) , Mathematische Stochastik, (Oberwolfach, DB, 11.03.1990-17.03.1990) (1990)
  56. Janžura Martin: Asymptotic Normality of Linear-Quadratic Statistics for Gaussian Random Fields , Limit Theorems in Probability and Statistics, p. 293-304, János Bolyai, (Budapest 1990) Colloquia Mathematica Societatis János Bolyai. vol.57 , Limit Theorems in Probability and Statistics, (Pécs, HU, 00.00.1989) (1990)
  57. Janžura Martin: Kontextová bayesovská klasifikace obrazu s využitím gibbsovské apriorní distribuce , Digitální zpracování obrazu '89, p. 92-98, Tesla VÚST, (Praha 1990) , Digitální zpracování obrazu '89, (Praha, CS, 24.10.1989) (1990)
  58. Janžura Martin: O jednom pravděpodobnostním algoritmu pro optimalizační úlohy , Sborník prací zimní školy JČSMF ROBUST 90, p. 84-88 , Eds: Antoch J., JČSMF, (Praha 1990) , ROBUST '90, (Liblice, CS, 08.01.1990-12.01.1990) (1990)
  59. Janžura Martin: Local Asymptotic Normality for Gibbs Random Fields , Proceedings of the Fourth Prague Symposium on Asymptotic Statistics, p. 275-284, Universita Karlova, (Praha 1989) , Fourth Prague Symposium on Asymptotic Statistics, (Praha, CS, 29.08.1988-02.09.1988) (1989)
  60. Janžura Martin: Odhad parametrů prostorového regresního modelu, ÚTIA ČSAV, (Praha 1989) Research Report 1597 (1989)
  61. Janžura Martin: Odhady parametrů prostorového regresního modelu , PROBASTAT'89. Zborník príspevkou, p. 104, VVTŠ, (Liptovský Mikuláš 1989) , PROBASTAT '89, (Liptovský Mikuláš, CS, 03.09.1989-08.09.1989) (1989)
  62. Janžura Martin: Testování náhodnosti v Kolmogorovských posloupnostech, ÚTIA ČSAV, (Praha 1989) Research Report 1591 (1989)
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Institute of Information Theory and Automation