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Volumn 58, Issue 2, 2012, Pages 115-124

Finite mixture estimation algorithm for arbitrary function approximation

Author keywords

Finite mixtures; Function approximations; Parameter estimation; RBF networks; REBMIX algorithm

Indexed keywords

ARBITRARY FUNCTIONS; BIVARIATE; CONTINUOUS FUNCTIONS; DATA SETS; DENSITY FUNCTION ESTIMATION; FINITE MIXTURES; FUNCTION APPROXIMATIONS; INPUT DATAS; OUTPUT VALUES; SEMIPARAMETRIC; UNIVARIATE; UNKNOWN PARAMETERS;

EID: 84859587495     PISSN: 00392480     EISSN: None     Source Type: Journal    
DOI: 10.5545/sv-jme.2011.085     Document Type: Article
Times cited : (5)

References (34)
  • 1
    • 51249194645 scopus 로고
    • A logical calculus of the ideas immanent in nervous activity
    • DOI:10.1007/BF02478259
    • McCulloch, W.S., Pitts, W. (1943). A logical calculus of the ideas immanent in nervous activity. Bulletin of Mathematical Biophysics, vol. 5, no. 4, p. 115-133, DOI:10.1007/BF02478259.
    • (1943) Bulletin of Mathematical Biophysics , vol.5 , Issue.4 , pp. 115-133
    • McCulloch, W.S.1    Pitts, W.2
  • 3
    • 0001044176 scopus 로고
    • Neural networks and their applications
    • DOI:10.1063/1.1144830
    • Bishop, C.M. (1994). Neural networks and their applications. Review of Scientific Instruments, vol. 65, no. 6, p. 1803-1832, DOI:10.1063/1.1144830.
    • (1994) Review of Scientific Instruments , vol.65 , Issue.6 , pp. 1803-1832
    • Bishop, C.M.1
  • 6
    • 77954880749 scopus 로고    scopus 로고
    • Application of artificial neural networks in the prediction of critical buckling loads of helical compression springs
    • Ibrikçi, T., Saçma, S., Yildirim, V., Koca, T. (2010). Application of artificial neural networks in the prediction of critical buckling loads of helical compression springs. Strojniški vestnik -Journal of Mechanical Engineering, vol. 56, no. 6, p. 409-417.
    • (2010) Strojniški Vestnik -Journal of Mechanical Engineering , vol.56 , Issue.6 , pp. 409-417
    • Ibrikçi, T.1    Saçma, S.2    Yildirim, V.3    Koca, T.4
  • 7
    • 78149456388 scopus 로고    scopus 로고
    • Improved micropositioning of 2 DOF stage by using the neural network compensation of plant nonlinearities
    • Cas, J., Škorc, G., Šafaric, R. (2010). Improved micropositioning of 2 DOF stage by using the neural network compensation of plant nonlinearities. Strojniški vestnik -Journal of Mechanical Engineering, vol. 56, no. 10, p. 599-608.
    • (2010) Strojniški Vestnik -Journal of Mechanical Engineering , vol.56 , Issue.10 , pp. 599-608
    • Cas, J.1    Škorc, G.2    Šafaric, R.3
  • 9
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • Broomhead, D.S., Lowe, D. (1988). Multivariable functional interpolation and adaptive networks. Complex Systems, vol. 2, no. 3, p. 321-355.
    • (1988) Complex Systems , vol.2 , Issue.3 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 10
    • 34548158012 scopus 로고    scopus 로고
    • Improved GAP-RBF network for classification problems
    • DOI 10.1016/j.neucom.2006.07.016, PII S0925231206004486
    • Zhang, R., Huang, G.B., Sundararajan, N., Saratchandran, P. (2007). Improved GAP-RBF network for classification problems. Neurocomputing, vol. 70, no. 16-18, p. 3011-3018, DOI:10.1016/j. neucom.2006.07.016. (Pubitemid 47308603)
    • (2007) Neurocomputing , vol.70 , Issue.16-18 , pp. 3011-3018
    • Zhang, R.1    Huang, G.-B.2    Sundararajan, N.3    Saratchandran, P.4
  • 11
    • 33747746017 scopus 로고
    • Minimal topology for a radial basis function neural network for pattern classification
    • DOI:10.1006/dspr.1994.1016
    • Bors, A.G., Gabbouj, G. (1994). Minimal topology for a radial basis function neural network for pattern classification. Digital Signal Processing, vol. 4, no. 3, p. 173-188, DOI:10.1006/dspr.1994.1016.
    • (1994) Digital Signal Processing , vol.4 , Issue.3 , pp. 173-188
    • Bors, A.G.1    Gabbouj, G.2
  • 12
    • 0030165570 scopus 로고    scopus 로고
    • RBFN restoration of nonlinearly degraded images
    • PII S1057714996041905
    • Cha, I., Kassam, S.A. (1996). RBFN restoration of nonlinearly degraded images. IEEE Transactions on Image Processing, vol. 5, no. 6, p. 964-975, DOI:10.1109/83.503912. (Pubitemid 126776751)
    • (1996) IEEE Transactions on Image Processing , vol.5 , Issue.6 , pp. 964-975
    • Cha, I.1    Kassam, S.A.2
  • 13
    • 0033345243 scopus 로고    scopus 로고
    • Object classification in 3-D images using alpha-trimmed mean radial basis function network
    • DOI 10.1109/83.806620
    • Bors, A.G., Pitas, I. (1999). Object classification in 3-D images using alpha-trimmed mean radial basis function network. IEEE Transactions on Image Processing, vol. 8, no. 12, p. 1744-1756, DOI:10.1109/83.806620. (Pubitemid 30527920)
    • (1999) IEEE Transactions on Image Processing , vol.8 , Issue.12 , pp. 1744-1756
    • Bors, A.G.1    Pitas, I.2
  • 14
    • 0032073536 scopus 로고    scopus 로고
    • Optical flow estimation and moving object segmentation based on median radial basis function network
    • PII S1057714998030747
    • Bors, A.G., Pitas, I. (1998). Optical flow estimation and moving object segmentation based on median radial basis function network. IEEE Transactions on Image Processing, vol. 7, no. 5, p. 693-702, DOI:10.1109/83.668026. (Pubitemid 128745383)
    • (1998) IEEE Transactions on Image Processing , vol.7 , Issue.5 , pp. 693-702
    • Bors, A.G.1    Pitas, I.2
  • 15
    • 0000106040 scopus 로고
    • Universal approximation using radial basis function networks
    • DOI:10.1162/neco.1991.3.2.246
    • Park, J., Sandberg, J.W. (1991). Universal approximation using radial basis function networks. Neural Computation, vol. 3, no. 2, p. 246-257, DOI:10.1162/neco.1991.3.2.246.
    • (1991) Neural Computation , vol.3 , Issue.2 , pp. 246-257
    • Park, J.1    Sandberg, J.W.2
  • 16
    • 0025490985 scopus 로고
    • Networks for approximation and learning
    • DOI:10.1109/5.58326
    • Poggio, T., Girosi, F. (1990). Networks for approximation and learning. Proceedings of the IEEE, vol. 78, no. 9, p. 1481-1497, DOI:10.1109/5.58326.
    • (1990) Proceedings of the IEEE , vol.78 , Issue.9 , pp. 1481-1497
    • Poggio, T.1    Girosi, F.2
  • 17
    • 0032029003 scopus 로고    scopus 로고
    • A general multi-modal probability density function suitable for the rainflow ranges of stationary random processes
    • PII S0142112397001060
    • Nagode, M., Fajdiga, M. (1998). A general multimodal probability density function suitable for the rainflow ranges of stationary random processes. International Journal of Fatigue, vol. 20, no. 3, p. 211-223, DOI:10.1016/S0142-1123(97)00106-0. (Pubitemid 128394009)
    • (1998) International Journal of Fatigue , vol.20 , Issue.3 , pp. 211-223
    • Nagode, M.1    Fajdiga, M.2
  • 18
    • 0033150028 scopus 로고    scopus 로고
    • The influence of variable operating conditions upon the general multimodal Weibull distribution
    • DOI:10.1016/ S0951-8320(98)00085-4
    • Nagode, M., Fajdiga, M. (1999). The influence of variable operating conditions upon the general multimodal Weibull distribution. Reliability Engineering & System Safety, vol. 64, no. 3, p. 383-389, DOI:10.1016/ S0951-8320(98)00085-4.
    • (1999) Reliability Engineering & System Safety , vol.64 , Issue.3 , pp. 383-389
    • Nagode, M.1    Fajdiga, M.2
  • 19
    • 0033874461 scopus 로고    scopus 로고
    • Improved algorithm for parameter estimation suitable for mixed Weibull distributions
    • DOI 10.1016/S0142-1123(99)00112-7
    • Nagode, M., Fajdiga, M. (2000). An improved algorithm for parameter estimation suitable for mixed Weibull distributions. International Journal of Fatigue, vol. 22, no. 1, p. 75-80, DOI:10.1016/S0142-1123(99)00112-7. (Pubitemid 30534442)
    • (2000) International Journal of Fatigue , vol.22 , Issue.1 , pp. 75-80
    • Nagode, M.1    Fajdiga, M.2
  • 20
    • 0035401009 scopus 로고    scopus 로고
    • Parametric modelling and scatter prediction of rainflow matrices
    • DOI 10.1016/S0142-1123(01)00007-X, PII S014211230100007X
    • Nagode, M., Klemenc, J., Fajdiga, M. (2001). Parametric modelling and scatter prediction of rainflow matrices. International Journal of Fatigue, vol. 23, no. 6, p. 525-532, DOI:10.1016/S0142-1123(01)00007-X. (Pubitemid 32335400)
    • (2001) International Journal of Fatigue , vol.23 , Issue.6 , pp. 525-532
    • Nagode, M.1    Klemenc, J.2    Fajdiga, M.3
  • 21
    • 29744453124 scopus 로고    scopus 로고
    • An alternative perspective on the mixture estimation problem
    • DOI 10.1016/j.ress.2005.02.005, PII S095183200500058X
    • Nagode, M., Fajdiga, M. (2006). An alternative perspective on the mixture estimation problem. Reliability Engineering & System Safety, vol. 91, no. 4, p. 388-397, DOI:10.1016/j.ress.2005.02.005. (Pubitemid 43031340)
    • (2006) Reliability Engineering and System Safety , vol.91 , Issue.4 , pp. 388-397
    • Nagode, M.1    Fajdiga, M.2
  • 22
    • 79960920597 scopus 로고    scopus 로고
    • The REBMIX algorithm and the univariate finite mixture estimation
    • DOI:10.1080/03610920903480890
    • Nagode, M., Fajdiga, M. (2011). The REBMIX algorithm and the univariate finite mixture estimation. Communications in Statistics -Theory and Methods, vol. 40, no. 5, p. 876-892, DOI:10.1080/03610920903480890.
    • (2011) Communications in Statistics -Theory and Methods , vol.40 , Issue.5 , pp. 876-892
    • Nagode, M.1    Fajdiga, M.2
  • 23
    • 79960920597 scopus 로고    scopus 로고
    • The REBMIX algorithm for the multivariate finite mixture estimation
    • DOI:10.1080/03610921003725788
    • Nagode, M., Fajdiga, M. (2011). The REBMIX algorithm for the multivariate finite mixture estimation. Communications in Statistics -Theory and Methods, vol. 40, no. 11, p. 2022-2034, DOI:10.1080/03610921003725788.
    • (2011) Communications in Statistics -Theory and Methods , vol.40 , Issue.11 , pp. 2022-2034
    • Nagode, M.1    Fajdiga, M.2
  • 24
    • 73249136338 scopus 로고    scopus 로고
    • Load spectra growth modelling and extrapolation with REBMIX
    • Volk, M., Fajdiga, M., Nagode, M. (2009). Load spectra growth modelling and extrapolation with REBMIX. Structural Engineering and Mechanics, vol. 33, no. 5, p. 589-605.
    • (2009) Structural Engineering and Mechanics , vol.33 , Issue.5 , pp. 589-605
    • Volk, M.1    Fajdiga, M.2    Nagode, M.3
  • 25
    • 0035427145 scopus 로고    scopus 로고
    • On the fatigue reliability evaluation of structural components under service loading
    • DOI 10.1016/S0142-1123(01)00021-4, PII S0142112301000214
    • Tovo, R. (2001). On the fatigue reliability evaluation of structural components under service loading. International Journal of Fatigue, vol. 23, no. 7, p. 587-598, DOI:10.1016/S0142-1123(01)00021-4. (Pubitemid 32590528)
    • (2001) International Journal of Fatigue , vol.23 , Issue.7 , pp. 587-598
    • Tovo, R.1
  • 26
    • 0036833073 scopus 로고    scopus 로고
    • Cycle distribution and fatigue damage under broad-band random loading
    • DOI 10.1016/S0142-1123(02)00032-4, PII S0142112302000324
    • Tovo, R. (2002). Cycle distribution and fatigue damage under broad-band random loading. International Journal of Fatigue, vol. 24, no. 11, p. 1137-1147, DOI:10.1016/S0142-1123(02)00032-4. (Pubitemid 34863138)
    • (2002) International Journal of Fatigue , vol.24 , Issue.11 , pp. 1137-1147
    • Tovo, R.1
  • 27
    • 35348954850 scopus 로고    scopus 로고
    • Multiaxial fatigue reliability analysis of railroad wheels
    • DOI 10.1016/j.ress.2006.12.021, PII S0951832007000117
    • Liu, Y., Liu, L., Stratman, B., Mahadevan, S. (2008). Multiaxial fatigue reliability analysis of railroad wheels. Reliability Engineering & System Safety, vol. 93, no. 3, p. 456-467, DOI:10.1016/j.ress.2006.12.021. (Pubitemid 47599947)
    • (2008) Reliability Engineering and System Safety , vol.93 , Issue.3 , pp. 456-467
    • Liu, Y.1    Liu, L.2    Stratman, B.3    Mahadevan, S.4
  • 28
    • 81855161044 scopus 로고    scopus 로고
    • Monitoring-Based fatigue reliability assessment of steel bridges: Analitical model and application
    • DOI:10.1061/(ASCE)ST.1943-541X.0000250
    • Ni, Y.Q., Ye, X.W., Ko, J.M. (2010). Monitoring-Based fatigue reliability assessment of steel bridges: Analitical model and application. Journal of Structural Engineering, vol. 136, no. 12, p. 1563-1573, DOI:10.1061/(ASCE)ST. 1943-541X.0000250.
    • (2010) Journal of Structural Engineering , vol.136 , Issue.12 , pp. 1563-1573
    • Ni, Y.Q.1    Ye, X.W.2    Ko, J.M.3
  • 29
    • 0035071407 scopus 로고    scopus 로고
    • Modelling expected service usage from short-term loading measurements
    • DOI 10.1504/IJMPT.2001.001272
    • Socie, D. (2001). Modelling expected service usage from short-term loading measurements. International Journal of Materials & Product Technology, vol. 16, no. 4-5, p. 295-303, DOI:10.1504/IJMPT.2001.001272. (Pubitemid 32287539)
    • (2001) International Journal of Materials and Product Technology , vol.16 , Issue.4-5 , pp. 295-303
    • Socie, D.1
  • 30
    • 53549101644 scopus 로고    scopus 로고
    • Structural life assessment of oil and gas risers under vortex-induced vibration
    • DOI:10.1016/j. marstruc.2008.02.002
    • Iranpour, M., Taheri, F., Vandiver, J.K. (2008). Structural life assessment of oil and gas risers under vortex-induced vibration. Marine Structures, vol. 21, no. 4, p. 353-373, DOI:10.1016/j. marstruc.2008.02.002.
    • (2008) Marine Structures , vol.21 , Issue.4 , pp. 353-373
    • Iranpour, M.1    Taheri, F.2    Vandiver, J.K.3
  • 31
    • 36749100494 scopus 로고    scopus 로고
    • Uporaba metode premičnih najmanjših kvadratov za gladko aproksimacijo vzorčenih podatkov
    • Grešovnik, I. (2007). The use of moving least squares for a smooth approximation of sampled data. Strojniški vestnik -Journal of Mechanical Engineering, vol. 53, no. 9, p. 582-598. (Pubitemid 350211878)
    • (2007) Strojniski Vestnik/Journal of Mechanical Engineering , vol.53 , Issue.9 , pp. 582-598
    • Gresovnik, I.1
  • 33
    • 0001177599 scopus 로고    scopus 로고
    • Median radial basis function neural network
    • PII S1045922796066106
    • Bors, A., Pitas, I. (1996). Median radial basis function neural network. IEEE Transactions on Neural Networks, vol. 7, no. 6, p. 1351-1364, DOI:10.1109/72.548164. (Pubitemid 126780476)
    • (1996) IEEE Transactions on Neural Networks , vol.7 , Issue.6 , pp. 1351-1364
    • Bors, A.G.1    Pitas, I.2


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