Creating Level Set Trees Using One-Class Support Vector Machines

논문상세정보
' Creating Level Set Trees Using One-Class Support Vector Machines' 의 주제별 논문영향력
논문영향력 선정 방법
논문영향력 요약
주제
  • clustering
  • levelsettree
  • one-class support vector machines
  • one-class 서포트 벡터 머신
  • solution path algorithm
  • visualization
  • 데이터 시각화
  • 레벨 셋 트리
  • 솔루션 path 알고리즘
  • 클러스터링
동일주제 총논문수 논문피인용 총횟수 주제별 논문영향력의 평균
1,142 0

0.0%

' Creating Level Set Trees Using One-Class Support Vector Machines' 의 참고문헌

  • The one class support vector machine solution path
    G. Lee in IEEE Intl. Conf. on Acoustics, Speech and Signal Proc. (ICASSP) 2 : II-521 ~ II-524 [2007]
  • The entire regularization path for the support vector machine
    T. Hastie Journal of Machine Learning Research 5 : 1391 ~ 1415 [2004]
  • Support vector domain description
    D. M. J. Tax Pattern Recognition Letters 20 : 1191 ~ 1199 [1999]
  • Nonlinear Programming : Theory and Algorithms, 3rd ed
    M. Bazaraa Wiley [2006]
  • Nested support vector machines
    G. Lee IEEE Trans. Signal Processing 58 : 1648 ~ 1660 [2010]
  • Learning with Kernels, ch. 7
    B. Scholkopf MIT Press : 208 ~ 209 [2002]
  • Learning minimum volume sets
    C. Scott Journal of Machine Learning Research 7 : 665 ~ 704 [2006]
  • Estimating the support of a high-dimensional distribution
    B. Scholkopf Neural Computation 13 : 1443 ~ 1472 [2001]
  • Estimating the cluster tree of a density by analyzing the minimal spanning tree of a sample
    W. Stuetzle Journal of Classification 20 : 25 ~ 47 [2003]
  • Consistency and convergence rates of one-class SVMs and related algorithms
    R. Vert Journal of Machine Learning Research 7 : 817 ~ 854 [2006]
  • Clustering Algorithms
    J. A. Hartigan John Wiley [1975]