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Volumn 53, Issue 18, 2014, Pages 7538-7547

Estimation of complete discrete multivariate probability distributions from scarce data with application to risk assessment and fault detection

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; FAULT DETECTION; OPTIMIZATION; PROBABILITY DISTRIBUTIONS; RISK ASSESSMENT;

EID: 84900400370     PISSN: 08885885     EISSN: 15205045     Source Type: Journal    
DOI: 10.1021/ie404232v     Document Type: Article
Times cited : (13)

References (37)
  • 4
    • 77957692431 scopus 로고    scopus 로고
    • The cross-entropy method with patching for rare-event simulation of large Markov chains
    • Kaynar, B.; Ridder, A. The cross-entropy method with patching for rare-event simulation of large Markov chains Eur. J. Oper. Res. 2010, 207, 1380-1397
    • (2010) Eur. J. Oper. Res. , vol.207 , pp. 1380-1397
    • Kaynar, B.1    Ridder, A.2
  • 5
  • 11
    • 0000405372 scopus 로고
    • Calculation of maximum entropy distribution and approximation of marginal posterior distributions
    • Zellner, A.; Highfield, A. R. Calculation of maximum entropy distribution and approximation of marginal posterior distributions J. Econometrics 1988, 37, 195-209
    • (1988) J. Econometrics , vol.37 , pp. 195-209
    • Zellner, A.1    Highfield, A.R.2
  • 12
    • 14644411130 scopus 로고    scopus 로고
    • Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation
    • Duong, T.; Hazelton, M. L. Convergence rates for unconstrained bandwidth matrix selectors in multivariate kernel density estimation J. Multivar. Anal. 2005, 93, 417-433
    • (2005) J. Multivar. Anal. , vol.93 , pp. 417-433
    • Duong, T.1    Hazelton, M.L.2
  • 13
    • 2542583870 scopus 로고    scopus 로고
    • Modelling dependence with copulas and applications to risk management
    • In Rachev, S. Elsevier: New York - 385
    • Embrechts, P.; Lindskog, F.; McNeil, A. Modelling dependence with copulas and applications to risk management. In Handbook of Heavy Tailed Distributions in Finance Rachev, S., Ed.; Elsevier: New York, 2003; pp 331-385.
    • (2003) Handbook of Heavy Tailed Distributions in Finance , pp. 331
    • Embrechts, P.1    Lindskog, F.2    McNeil, A.3
  • 14
  • 15
    • 79954627113 scopus 로고    scopus 로고
    • Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system
    • Villez, K.; Srinivasan, B.; Rengaswamy, R.; Narasimhan, S.; Venkatasubramanian, V. Kalman-based strategies for Fault Detection and Identification (FDI): Extensions and critical evaluation for a buffer tank system Comput. Chem. Eng. 2011, 35 (5) 806-816
    • (2011) Comput. Chem. Eng. , vol.35 , Issue.5 , pp. 806-816
    • Villez, K.1    Srinivasan, B.2    Rengaswamy, R.3    Narasimhan, S.4    Venkatasubramanian, V.5
  • 16
    • 80051697507 scopus 로고    scopus 로고
    • Fault detection, identification and diagnosis using CUSUM based PCA
    • Bin Shams, M. A.; Budman, H. M.; Duever, T. A. Fault detection, identification and diagnosis using CUSUM based PCA Chem. Eng. Sci. 2011, 66 (20) 4488-4498
    • (2011) Chem. Eng. Sci. , vol.66 , Issue.20 , pp. 4488-4498
    • Bin Shams, M.A.1    Budman, H.M.2    Duever, T.A.3
  • 17
    • 77955197309 scopus 로고    scopus 로고
    • Improving process safety and product quality using large databases
    • In; Pierucci, S. Buzzi Ferraris, G. Elsevier: Naples, Italy, Vol. - 180
    • Pariyani, A.; Seider, W. D.; Oktem, U. G.; Soroush, M. Improving process safety and product quality using large databases. In Computer-Aided Chemical Engineering; Pierucci, S.; Buzzi Ferraris, G., Eds.; Elsevier: Naples, Italy, 2010; Vol. 28, pp 175-180.
    • (2010) Computer-Aided Chemical Engineering , vol.28 , pp. 175
    • Pariyani, A.1    Seider, W.D.2    Oktem, U.G.3    Soroush, M.4
  • 19
    • 0030261536 scopus 로고    scopus 로고
    • A hybrid hierarchical neural network-fuzzy expert system approach to chemical process fault diagnosis
    • Özyurt, B.; Kandel, A. A hybrid hierarchical neural network-fuzzy expert system approach to chemical process fault diagnosis Fuzzy Sets Syst. 1996, 83 (1) 11-25
    • (1996) Fuzzy Sets Syst. , vol.83 , Issue.1 , pp. 11-25
    • Özyurt, B.1    Kandel, A.2
  • 21
    • 84894089075 scopus 로고    scopus 로고
    • Maximum-Likelihood Maximum-Entropy Estimation of Multivariate Probability Density Functions
    • Mohseni Ahooyi, T.; Arbogast, J. E.; Oktem, U.; Seider, W. D.; Soroush, M. Maximum-Likelihood Maximum-Entropy Estimation of Multivariate Probability Density Functions AIChE J. 2014, 60 (3) 1013-1026
    • (2014) AIChE J. , vol.60 , Issue.3 , pp. 1013-1026
    • Mohseni Ahooyi, T.1    Arbogast, J.E.2    Oktem, U.3    Seider, W.D.4    Soroush, M.5
  • 23
    • 84940644968 scopus 로고
    • A mathematical theory of communication
    • Shannon, C. E. A mathematical theory of communication Bell Syst. Tech. J. 1984, 27, 379-423
    • (1984) Bell Syst. Tech. J. , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 25
    • 84944486544 scopus 로고
    • Prediction and entropy of printed English
    • Shannon, C. E. Prediction and entropy of printed English Bell Syst. Tech. J. 1951, 30, 50-64
    • (1951) Bell Syst. Tech. J. , vol.30 , pp. 50-64
    • Shannon, C.E.1
  • 29
    • 84888128154 scopus 로고    scopus 로고
    • Overfitting in prediction models-Is it a problem only in high dimensions?
    • Subramanian, J.; Simon, R. Overfitting in prediction models-Is it a problem only in high dimensions? Contemp. Clin. Trials 2013, 36 (2) 636-641
    • (2013) Contemp. Clin. Trials , vol.36 , Issue.2 , pp. 636-641
    • Subramanian, J.1    Simon, R.2
  • 30
    • 0002541945 scopus 로고
    • Ockham's Razor and Bayesian Statistics
    • Jefferys, W. H.; Berger, J. O. Ockham's Razor and Bayesian Statistics Am. Sci. 1991, 80, 64-72
    • (1991) Am. Sci. , vol.80 , pp. 64-72
    • Jefferys, W.H.1    Berger, J.O.2
  • 31
    • 79952797057 scopus 로고    scopus 로고
    • Conceptual complexity and the bias/variance tradeoff
    • Briscoe, E.; Feldman, J. Conceptual complexity and the bias/variance tradeoff Cognition 2011, 118 (1) 2-16
    • (2011) Cognition , vol.118 , Issue.1 , pp. 2-16
    • Briscoe, E.1    Feldman, J.2
  • 33
    • 51849182356 scopus 로고
    • On Tchebycheff's type inequalities
    • Ferentinos, K. On Tchebycheff's type inequalities Trab. Estadística Invest. Oper. 1982, 33 (1) 125-132
    • (1982) Trab. Estadística Invest. Oper. , vol.33 , Issue.1 , pp. 125-132
    • Ferentinos, K.1
  • 34
    • 84900401106 scopus 로고    scopus 로고
    • [software]; Norsys Software Corporation; Vancouver, BC, Canada, Available at.
    • Netica v. 4.16 [software]; Norsys Software Corporation; Vancouver, BC, Canada, 2010. Available at http://www.norsys.com.
    • (2010) Netica V. 4.16
  • 35
    • 0001610304 scopus 로고
    • Notes on Bias in Estimation
    • Quenouille, M. H. Notes on Bias in Estimation Biometrika 1956, 43 (3-4) 353-360
    • (1956) Biometrika , vol.43 , Issue.34 , pp. 353-360
    • Quenouille, M.H.1
  • 36
    • 0001006209 scopus 로고
    • Local computations with probabilities on graphical structures and their application to expert systems
    • Lauritzen, L.; Spiegelhalter, J. Local computations with probabilities on graphical structures and their application to expert systems J. R. Stat. Soc. 1988, 50, 157-224
    • (1988) J. R. Stat. Soc. , vol.50 , pp. 157-224
    • Lauritzen, L.1    Spiegelhalter, J.2
  • 37
    • 0348015658 scopus 로고
    • Letter to the Editor: The Kullback-Leibler distance
    • Kullback, S. Letter to the Editor: The Kullback-Leibler distance Am. Stat. 1987, 41, 340-341
    • (1987) Am. Stat. , vol.41 , pp. 340-341
    • Kullback, S.1


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