메뉴 건너뛰기




Volumn 4668 LNCS, Issue PART 1, 2007, Pages 58-67

Incremental one-class learning with bounded computational complexity

Author keywords

[No Author keywords available]

Indexed keywords

COMPLEX NETWORKS; COMPUTATIONAL COMPLEXITY; GAUSSIAN DISTRIBUTION; NEURAL NETWORKS; STATISTICS;

EID: 38148999644     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74690-4_7     Document Type: Conference Paper
Times cited : (12)

References (10)
  • 1
    • 0017017305 scopus 로고
    • On the choice of smoothing parameters for Parzen estimators of probability density functions
    • Duin, R.P.W.: On the choice of smoothing parameters for Parzen estimators of probability density functions. IEEE Trans. Computers C-25, 1175-1179 (1976)
    • (1976) IEEE Trans. Computers , vol.C-25 , pp. 1175-1179
    • Duin, R.P.W.1
  • 4
    • 0013372968 scopus 로고    scopus 로고
    • Uniform object generation for optimizing one-class classifiers
    • Tax, D.M.J., Duin, R.P.W.: Uniform object generation for optimizing one-class classifiers. Journal of Machine Learning Research 2, 155-173 (2001)
    • (2001) Journal of Machine Learning Research , vol.2 , pp. 155-173
    • Tax, D.M.J.1    Duin, R.P.W.2
  • 5
    • 79960753941 scopus 로고    scopus 로고
    • Online SVM learning: From classification to data description and back
    • IEEE Computer Society Press, Los Alamitos
    • Tax, D.M.J., Laskov, P.: Online SVM learning: from classification to data description and back. In: Proc. 13th IEEE NNSP Workshop, IEEE Computer Society Press, Los Alamitos (2003)
    • (2003) Proc. 13th IEEE NNSP Workshop
    • Tax, D.M.J.1    Laskov, P.2
  • 6
    • 38149079394 scopus 로고    scopus 로고
    • Tax, D.M.J, DDtools, the Data description toolbox for Matlab. version 1.5.5
    • Tax, D.M.J.: DDtools, the Data description toolbox for Matlab. version 1.5.5
  • 8
    • 10044248411 scopus 로고    scopus 로고
    • A consistency-based model selection for one-class classification
    • 2004
    • Tax, D.M.J., Muller, K.-R.: A consistency-based model selection for one-class classification. In: Proc. ICPR 2004, vol. 3, pp. 363-366 (2004)
    • (2004) Proc. ICPR , vol.3 , pp. 363-366
    • Tax, D.M.J.1    Muller, K.-R.2
  • 9
    • 3543125360 scopus 로고    scopus 로고
    • On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms
    • Yamanishi, K., Takeuchi, J., Williams, G., Milne, P.: On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms. Data Mining and Knowledge Discovery 8, 275-300 (2004)
    • (2004) Data Mining and Knowledge Discovery , vol.8 , pp. 275-300
    • Yamanishi, K.1    Takeuchi, J.2    Williams, G.3    Milne, P.4
  • 10
    • 33646555818 scopus 로고    scopus 로고
    • A Bayesian approach to bandwidth selection for multivariate kernel density estimation
    • Zhang, X., King, M., Hyndman, R.J.: A Bayesian approach to bandwidth selection for multivariate kernel density estimation. Computational Statistics & Data Analysis 50, 3009-3031 (2006)
    • (2006) Computational Statistics & Data Analysis , vol.50 , pp. 3009-3031
    • Zhang, X.1    King, M.2    Hyndman, R.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.