Institute of Information Theory and Automation

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Martin Janžura

  1. Janžura Martin, Otáhal Antonín, Vajda IgorTeorie informace, Masarykův ústav vyšších studií ČVUT, (Praha 1991) [1991]

  1. Janžura MartinOn the Tsallis Entropy for Gibbs Random Fields , Bulletin of the Czech Econometric Society vol.21, 33 (2014), p. 59-69 [2014] Download
  2. Janžura MartinMarginal problem, statistical estimation, and Möbius formula , Kybernetika vol.43, 5 (2007), p. 619-631 [2007]
  3. Janžura Martin, Nielsen JanA simulated annealing-based method for learning Bayesian networks from statistical data , International Journal of Intelligent Systems vol.21, 3 (2006), p. 335-348 [2006]
  4. Janžura MartinOn the exponential representation problem , Soft Computing vol.7, 5 (2003), p. 321-327 [2003]
  5. Janžura Martin, Boček PavelRelative 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]
  6. Janžura MartinOn the concept of the asymptotic Rényi distances for random fields , Kybernetika vol.35, 3 (1999), p. 353-366 [1999]
  7. Janžura Martin, Boček PavelA method for knowledge integration , Kybernetika vol.34, 1 (1998), p. 41-55 [1998]
  8. Vajda Igor, Janžura MartinOn asymptotically optimal estimates for general observations , Stochastic Processes and their Applications vol.72, 1 (1997), p. 27-45 [1997]
  9. Janžura MartinAsymptotic results in parameter estimation for Gibbs random fields , Kybernetika vol.33, 2 (1997), p. 133-159 [1997]
  10. Janžura Martin, Koski T., Otáhal AntonínMinimum entropy of error estimation for discrete random variables , IEEE Transactions on Information Theory vol.42, 4 (1996), p. 1193-1201 [1996]
  11. Janžura Martin, Lachout PetrA central limit theorem for stationary random fields , Mathematical Methods of Statistics vol.4, 4 (1995), p. 463-472 [1995]
  12. Janžura MartinStatistical analysis of Gibbs-Markov binary random sequences , Statistics & Decisions vol.12, 12 (1994), p. 367-384 [1994]
  13. Janžura Martin, Koski T., Otáhal AntonínMinimum entropy of error principle in estimation , Information Sciences vol.79, p. 123-144 [1994]
  14. Janžura MartinThe central limit theorem for random fields , Kybernetika vol.30, 1 (1994), p. 77-86 [1994]
  15. Janžura MartinAn Approximation of the Pressure for the Two-Dimensional Ising Model , Kybernetika vol.28, 3 (1992), p. 234-238 [1992]
  16. Janžura MartinTest for Submodel in Gibbs-Markov Binary Random Sequences , Kybernetika vol.25, 3 (1989), p. 200-208 [1989]

  1. Janžura MartinOn the importance of entropy , ROBUST 2008, p. 1-8 , Eds: Antoch J., Dohnal G., ROBUST 2008. Letní škola JČMF /15./, (Pribylina, SK, 08.09.2008-12.09.2008) [2009] Download
  2. Janžura MartinOn an approximative solution to the marginal problem , WUPES'09, p. 1-8 , Eds: Kroupa T., Vejnarová J., WUPES 2009, (Liblice, CZ, 19.09.2009-23.09.2009) [2009] Download
  3. Janžura Martin, Ivánek JiříAbstracts 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
  4. Janžura Martin, Fialová LucieA parametric model for discrete- valued time series , Probastat 06, p. 155-163 , Eds: Pázman Andrej, Volaufová Julia, Witkovský Viktor, Probastat 06, (Smolenice, SK, 05.06.2006-09.06.2006) [2008] Download
  5. Janžura MartinLocal alternatives in testing hypotheses on parameters of Gibbs random fields , Proceedings of the 56th Session of the International Statistical Institute, p. 1117-1117, Session of the International Statistical Institute /56./, (Lisabon, PT, 22.08.2007-29.08.2007) [2007]
  6. (Eds: Janžura Martin, Ivánek Jiří )Abstracts of Contributions to 2nd International Workshop on Data – Algorithms – Decision Making, ÚTIA AV ČR, (Praha 2006) Interní publikace DAR - ÚTIA vol.2006/32 , International Workshop on Data – Algorithms – Decision Making /2./, (Třešť, CZ, 10.11.2006-12.11.2006) [2006]
  7. Janžura MartinOn the Connection between Marginal Problem, Statistical Estimation, and Möbius Formula, ÚTIA AV ČR, (Praha 2006) Internal Publication 2006/18 [2006]
  8. (Eds: Hušková M., Janžura Martin )Prague Stochastic 2006. Proceedings of the joint session of 7th Prague Symposium on Asymptotic Statistics and 15th Prague Conference on Information Theory, Statistical Decision Functions and Random Processes, MATFYZPRESS, (Prague 2006) , Prague Stochastics 2006, (Prague, CZ, 21.08.2006-25.08.2006) [2006]
  9. Janžura Martin, Ivánek JiříInternational Workshop on Data - Algorithm - Decision Making, ÚTIA AV ČR, (Praha 2005) Internal Publication 2005/41 [2005]
  10. Janžura MartinOn 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, EMS 2005. European Meeting of Statisticians /25./, (Oslo, FI, 24.07.2005-28.07.2005) [2005]
  11. Janžura MartinA 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, Nielsen JanMetoda 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]
  13. 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]
  14. Janžura MartinTesting 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. , EMS 2001. European Meeting of Statisticians /23./, (Funchal, PT, 13.08.2001-18.08.2001) [2001]
  15. Janžura MartinA 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]
  16. Janžura Martin, Vrbenský KarelTest 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. Letní škola JČMF /11./, (Nečtiny, CZ, 11.09.2000-15.09.2000) [2001]
  17. Janžura MartinOn 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. Workshop on Uncertainty Processing /5./, (Jindřichův Hradec, CZ, 21.06.2000-24.06.2000) [2000]
  18. Janžura Martin, Boček PavelStochastické metody prognózování parametrů v datových sítích, ÚTIA AV ČR, (Praha 2000) Research Report 1981 [2000]
  19. Feglar T., Vajda Igor, Janžura MartinOptimal Design of Communication Networks, ÚTIA AV ČR, (Praha 1999) Research Report 1978 [1999]
  20. Janžura MartinA 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 PavelAsymptotic 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 MartinMaximum pseudo-likelihood based testing hypotheses for Gibbs random fields , Bulletin of the International Statistical Institute. 52nd Session, p. 77-78, Edita, (Helsinki 1999) , ISI 1999. Session of the International Statistical Institute /52./, (Helsinki, FI, 10.08.1999-18.08.1999) [1999]
  23. Janžura MartinA 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]
  24. Janžura MartinOn 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. Janžura MartinOdhady 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]
  26. Janžura MartinDifferentiability 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 MartinAproximace aposteriorních distribucí , ROBUST '96. Sborník prací deváté letní školy JČMF, p. 73-84 , Eds: Antoch J., Dohnal G., JČMF, (Praha 1997) , ROBUST 1996. Letní škola JČMF /9./, (Lednice na Moravě, CZ, 02.09.1996-06.09.1996) [1997]
  28. Janžura MartinA 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 MartinOn 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]
  30. Janžura MartinMaximum 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]
  31. Janžura MartinImage processing, Markov chain approach , Proceedings in Computational Statistics. COMPSTAT'96, p. 89-100 , Eds: Prat A., Ripoll E., Physica Verlag, (Heidelberg 1996) , COMPSTAT '96. Symposium on Computational Statistics /12./, (Barcelona, ES, 26.08.1996-30.08.1996) [1996]
  32. Janžura MartinThe 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]
  33. Janžura MartinMaximum pseudolikelihood estimate for Gauss-Markov random fields. Abstract , 21st European Meeting of Statisticians. Programme and Abstracts, p. 174, University of Aarhus, (Aarhus 1995) , EMS 1995. European Meeting of Statisticians /21./, (Aarhus, DK, 21.08.1995-25.08.1995) [1995]
  34. Janžura Martin, Koski T., Otáhal AntonínOn 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]
  35. Janžura Martin, Vajda IgorA 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]
  36. Janžura Martin, Koski T., Otáhal AntonínMinimum Entropy of Error Estimation for Discrete Random Variables, University of Technology, (Lulea 1994) Research Report 94/12 [1994]
  37. Janžura MartinAsymptotic 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, Statistical Decision Functions, Random Processes /12./, (Praha, CZ, 29.08.1994-02.09.1994) [1994]
  38. Janžura Martin, Otáhal AntonínNáhodná 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]
  39. Janžura MartinSource 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]
  40. Janžura MartinAsymptotic 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]
  41. Janžura MartinInference 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]
  42. Janžura MartinProbability 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]
  43. Janžura MartinAsymptotic 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]
  44. Janžura MartinAsymptotic 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]
  45. Janžura Martin, Koski T., Otáhal AntonínMinimum 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]
  46. Janžura MartinAsymptotic Results in Parameter Estimation for Gibbs Random Fields, ÚTIA AV ČR, (Praha 1993) Research Report 1763 [1993]
  47. Janžura MartinOdhad 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]
  48. Janžura Martin, Koski T., Otáhal AntonínMinimum Entropy of Error Principle in Estimation, University of Technology, (Lulea 1992) Research Report 10 [1992]
  49. Janžura MartinA 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]
  50. Janžura MartinAsymptotic 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]
  51. Janžura MartinParameter 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, Random Processes /11./, (Prague, CS, 27.08.1990-31.08.1990) [1992]
  52. Janžura MartinA 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]
  53. Janžura Martin, Přeučil StanislavAn 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]
  54. Janžura MartinA 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]
  55. Janžura MartinKontextová 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]
  56. Janžura MartinAsymptotic 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 MartinO 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]
  58. Janžura MartinLocal 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]
  59. Janžura MartinOdhady 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]
  60. Janžura MartinTestování náhodnosti v Kolmogorovských posloupnostech, ÚTIA ČSAV, (Praha 1989) Research Report 1591 [1989]
  61. Janžura MartinOdhad parametrů prostorového regresního modelu, ÚTIA ČSAV, (Praha 1989) Research Report 1597 [1989]
  62. Janžura MartinLogaritmicko lineární modely pro posloupnosti závislých binárních dat , ROBUST 88, p. 61-66, Jednota československých matematiků a fyziků, (Praha 1988) , ROBUST 88, (Plasy, CS, 30.05.1988-03.06.1988) [1988]
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