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Volumn 5227 LNAI, Issue , 2008, Pages 275-283

Missing data imputation in time series by evolutionary algorithms

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; DIESEL ENGINES; FUNCTION EVALUATION; GENETIC ALGORITHMS; TIME SERIES ANALYSIS;

EID: 53049101431     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-85984-0_34     Document Type: Conference Paper
Times cited : (7)

References (17)
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    • 0004262735 scopus 로고
    • John Wiley and Sons, New York
    • Huber, P.: Robust Statistics. John Wiley and Sons, New York (1981)
    • (1981) Robust Statistics
    • Huber, P.1
  • 5
  • 9
    • 3843106737 scopus 로고    scopus 로고
    • A multiple-imputation metropolis version of the em algorithm
    • Gaetan, C., Yao, J.F.: A multiple-imputation metropolis version of the em algorithm. Biometrika 90(3), 643-654 (2003)
    • (2003) Biometrika , vol.90 , Issue.3 , pp. 643-654
    • Gaetan, C.1    Yao, J.F.2
  • 10
    • 0002241694 scopus 로고
    • The sem algorithm: A probabilistic teacher algorithm derived from the em algorithm for the mixture problem
    • Celeux, G., Diebolt, J.: The sem algorithm: a probabilistic teacher algorithm derived from the em algorithm for the mixture problem. Computational Statistics Quarterly 2(1), 73-82 (1993)
    • (1993) Computational Statistics Quarterly , vol.2 , Issue.1 , pp. 73-82
    • Celeux, G.1    Diebolt, J.2
  • 12
    • 0000795171 scopus 로고    scopus 로고
    • The stochastic em algorithm: Estimation and asymptotic results
    • Nielsen, S.F.: The stochastic em algorithm: Estimation and asymptotic results. Bernoulli 6(1), 457-489 (2000)
    • (2000) Bernoulli , vol.6 , Issue.1 , pp. 457-489
    • Nielsen, S.F.1
  • 13
    • 0345376904 scopus 로고    scopus 로고
    • Reasoning about non-linear ar models using expectation maximization
    • Arnold, M.: Reasoning about non-linear ar models using expectation maximization. Journal of Forecasting 22(6), 479-490 (2003)
    • (2003) Journal of Forecasting , vol.22 , Issue.6 , pp. 479-490
    • Arnold, M.1
  • 16
    • 85191943835 scopus 로고    scopus 로고
    • Siripitayananon, P., Hui-Chuan, C., Kang-Ren, J.: Estimating missing data of wind speeds using neural network. In: IEEE (ed.) Proceedings of the 2002 IEEE Southeast Conference, 1, pp. 343-348. IEEE, Los Alamitos (2002)
    • Siripitayananon, P., Hui-Chuan, C., Kang-Ren, J.: Estimating missing data of wind speeds using neural network. In: IEEE (ed.) Proceedings of the 2002 IEEE Southeast Conference, vol. 1, pp. 343-348. IEEE, Los Alamitos (2002)
  • 17
    • 4544354701 scopus 로고    scopus 로고
    • Parveen, S., Green, P.: Speech enhancement with missing data techniques using recurrent neural networks. In: IEEE (ed.) Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), 1, pp. 733-738. IEEE, Los Alamitos (2004)
    • Parveen, S., Green, P.: Speech enhancement with missing data techniques using recurrent neural networks. In: IEEE (ed.) Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), vol. 1, pp. 733-738. IEEE, Los Alamitos (2004)


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.