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Volumn , Issue , 2006, Pages 377-384

Optimal Single-Class Classification Strategies

Author keywords

[No Author keywords available]

Indexed keywords

FALSE NEGATIVE ERRORS; FALSE POSITIVE; FINITE SAMPLES; LOW BOUND; NEW APPROACHES; OPTIMAL BOUNDS; OPTIMAL CLASSIFICATION; OPTIMAL STRATEGIES; SOFT CLASSIFICATION; TWO PERSON GAME;

EID: 72949091390     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (9)

References (11)
  • 1
    • 84864041864 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. In EuroCOLT, pages 53-68, 1995.
    • (1995) EuroCOLT , pp. 53-68
    • Ben-David, S.1    Lindenbaum, M.2
  • 4
    • 7544223741 scopus 로고    scopus 로고
    • A survey of outlier detection methodologies
    • V. Hodge and J. Austin. A survey of outlier detection methodologies. Artificial Intelligence Review, 22(2):85-126, 2004.
    • (2004) Artificial Intelligence Review , vol.22 , Issue.2 , pp. 85-126
    • Hodge, V.1    Austin, J.2
  • 5
    • 85156229065 scopus 로고    scopus 로고
    • Robust novelty detection with single-class mpm
    • G.R.G. Lanckriet, L. El Ghaoui, and M.I. Jordan. Robust novelty detection with single-class mpm. In NIPS, pages 905-912, 2002.
    • (2002) NIPS , pp. 905-912
    • Lanckriet, G.R.G.1    El Ghaoui, L.2    Jordan, M.I.3
  • 6
    • 32344452166 scopus 로고    scopus 로고
    • A comparative study of anomaly detection schemes in network intrusion detection
    • A. Lazarevic, L. Ertöz, V. Kumar, A. Ozgur, and J. Srivastava. A comparative study of anomaly detection schemes in network intrusion detection. In SDM, 2003.
    • (2003) SDM
    • Lazarevic, A.1    Ertöz, L.2    Kumar, V.3    Ozgur, A.4    Srivastava, J.5
  • 7
    • 0142063407 scopus 로고    scopus 로고
    • Novelty detection: a review - part 1: statistical approaches
    • M. Markou and S. Singh. Novelty detection: a review - part 1: statistical approaches. Signal Processing, 83(12):2481-2497, 2003.
    • (2003) Signal Processing , vol.83 , Issue.12 , pp. 2481-2497
    • Markou, M.1    Singh, S.2
  • 8
    • 0142126712 scopus 로고    scopus 로고
    • Novelty detection: a review - part 2: neural network based approaches
    • M. Markou and S. Singh. Novelty detection: a review - part 2: neural network based approaches. Signal Processing, 83(12):2499-2521, 2003.
    • (2003) Signal Processing , vol.83 , Issue.12 , pp. 2499-2521
    • Markou, M.1    Singh, S.2
  • 11
    • 30044443980 scopus 로고    scopus 로고
    • Single-class classification with mapping convergence
    • H. Yu. Single-class classification with mapping convergence. Machine Learning, 61(1-3):49-69, 2005.
    • (2005) Machine Learning , vol.61 , Issue.1-3 , pp. 49-69
    • Yu, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.