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Volumn , Issue , 2009, Pages 809-816

Efficient direct density ratio estimation for non-stationarity adaptation and outlier detection

Author keywords

[No Author keywords available]

Indexed keywords

DATA HANDLING; ESTIMATION; NUMERICAL METHODS; STATISTICS;

EID: 67049174125     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (67)

References (9)
  • 1
    • 36849053972 scopus 로고    scopus 로고
    • Discriminative learning for differing training and test distributions
    • S. Bickel et al. Discriminative learning for differing training and test distributions. ICML 2007.
    • (2007) ICML
    • Bickel, S.1
  • 2
    • 85042607898 scopus 로고    scopus 로고
    • Dirichlet-enhanced spam filtering based on biased samples
    • S. Bickel et al. Dirichlet-enhanced spam filtering based on biased samples. NIPS 2006.
    • (2006) NIPS
    • Bickel, S.1
  • 3
    • 0039253819 scopus 로고    scopus 로고
    • LOF: Identifying density-based local outliers
    • M. M. Breunig et al. LOF: Identifying density-based local outliers. SIGMOD 2000.
    • (2000) SIGMOD
    • Breunig, M.M.1
  • 4
    • 84925605946 scopus 로고    scopus 로고
    • The entire regularization path for the support vector machine
    • T. Hastie et al. The entire regularization path for the support vector machine. JMLR 2004.
    • (2004) JMLR
    • Hastie, T.1
  • 5
    • 85151274557 scopus 로고    scopus 로고
    • Correcting sample selection bias by unlabeled data
    • J. Huang et al. Correcting sample selection bias by unlabeled data. NIPS 2006.
    • (2006) NIPS
    • Huang, J.1
  • 6
    • 85045184435 scopus 로고    scopus 로고
    • Estimating divergence functions and the likelihood ratio
    • X. Nguyen et al. Estimating divergence functions and the likelihood ratio. NIPS 2007.
    • (2007) NIPS
    • Nguyen, X.1
  • 8
    • 0037527188 scopus 로고    scopus 로고
    • Improving predictive inference under covariate shift by weighting the log-likelihood function
    • H. Shimodaira. Improving predictive inference under covariate shift by weighting the log-likelihood function. Journal of Statistical Planning and Inference, 90(2):227-244, 2000.
    • (2000) Journal of Statistical Planning and Inference , vol.90 , Issue.2 , pp. 227-244
    • Shimodaira, H.1
  • 9
    • 52649148544 scopus 로고    scopus 로고
    • Direct importance estimation with model selection
    • M. Sugiyama et al. Direct importance estimation with model selection. NIPS 2007.
    • (2007) NIPS
    • Sugiyama, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.