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Volumn , Issue , 2005, Pages

Density level detection is classification

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALY DETECTION; BINARY CLASSIFICATION PROBLEMS; DENSITY LEVELS; LEARNING RATES; ONE CLASS-SVM;

EID: 79955833476     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (11)

References (15)
  • 4
    • 0001341972 scopus 로고
    • Estimation of a convex density contour in 2 dimensions
    • J.A. Hartigan. Estimation of a convex density contour in 2 dimensions. J. Amer. Statist. Assoc., 82:267-270, 1987.
    • (1987) J. Amer. Statist. Assoc , vol.82 , pp. 267-270
    • Hartigan, J.A.1
  • 5
    • 0001030653 scopus 로고
    • Measuring mass concentrations and estimating density contour clusters-an excess mass aproach
    • W. Polonik. Measuring mass concentrations and estimating density contour clusters-an excess mass aproach. Ann. Stat., 23:855-881, 1995.
    • (1995) Ann. Stat. , vol.23 , pp. 855-881
    • Polonik, W.1
  • 6
    • 0031478562 scopus 로고    scopus 로고
    • On nonparametric estimation of density level sets
    • A.B. Tsybakov. On nonparametric estimation of density level sets. Ann. Statist., 25:948-969, 1997.
    • (1997) Ann. Statist. , vol.25 , pp. 948-969
    • Tsybakov, A.B.1
  • 7
    • 0031208638 scopus 로고    scopus 로고
    • Learning distributions by their density levels: A paradigm for learning without a teacher
    • S. Ben-David and M. Lindenbaum. Learning distributions by their density levels: A paradigm for learning without a teacher. J. Comput. System Sci., 55:171-182, 1997.
    • (1997) J. Comput. System Sci. , vol.55 , pp. 171-182
    • Ben-David, S.1    Lindenbaum, M.2
  • 8
    • 84898963900 scopus 로고    scopus 로고
    • Fast rates for support vector machines
    • submitted
    • C. Scovel and I. Steinwart. Fast rates for support vector machines. Ann. Statist., submitted, 2003. http://www.c3.lanl.gov/ingo/publications/ann-03.ps.
    • (2003) Ann. Statist.
    • Scovel, C.1    Steinwart, I.2
  • 10
    • 3142725508 scopus 로고    scopus 로고
    • Optimal aggregation of classifiers in statistical learning
    • A.B. Tsybakov. Optimal aggregation of classifiers in statistical learning. Ann. Statist., 32:135- 166, 2004.
    • (2004) Ann. Statist , vol.32 , pp. 135-166
    • Tsybakov, A.B.1
  • 11
    • 0033234630 scopus 로고    scopus 로고
    • Smooth discrimination analysis
    • E. Mammen and A. Tsybakov. Smooth discrimination analysis. Ann. Statist., 27:1808-1829, 1999.
    • (1999) Ann. Statist. , vol.27 , pp. 1808-1829
    • Mammen, E.1    Tsybakov, A.2
  • 13
    • 12444265838 scopus 로고    scopus 로고
    • Consistency of support vector machines and other regularized kernel machines
    • to appear
    • I. Steinwart. Consistency of support vector machines and other regularized kernel machines. IEEE Trans. Inform. Theory, to appear, 2005.
    • (2005) IEEE Trans. Inform. Theory
    • Steinwart, I.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.