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Volumn 5856 LNCS, Issue , 2009, Pages 77-84

Automatic choice of the number of nearest neighbors in locally linear embedding

Author keywords

[No Author keywords available]

Indexed keywords

CO-LOCATED; FREE PARAMETERS; HIGH DIMENSIONAL SPACES; LOCALLY LINEAR EMBEDDING; LOW DIMENSIONAL EMBEDDING; LOW-DIMENSIONAL SPACES; NEAREST NEIGHBORS; NONLINEAR DIMENSIONALITY REDUCTION; QUALITY MEASURES; REAL WORLD DATA;

EID: 78651226775     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-10268-4_9     Document Type: Conference Paper
Times cited : (14)

References (10)
  • 1
    • 2342517502 scopus 로고    scopus 로고
    • Think globally, fit locally: Unsupervised learning of low dimensional manifolds
    • Saul, L.K., Roweis, S.T.: Think globally, fit locally: Unsupervised learning of low dimensional manifolds. Machine Learning Research 4 (2003)
    • (2003) Machine Learning Research , vol.4
    • Saul, L.K.1    Roweis, S.T.2
  • 4
    • 0034704222 scopus 로고    scopus 로고
    • Nonlinear dimensionality reduction by locally linear embedding
    • Roweis, S.T., Saul, L.K.: Nonlinear dimensionality reduction by locally linear embedding. Science 290, 2323-2326 (2000)
    • (2000) Science , vol.290 , pp. 2323-2326
    • Roweis, S.T.1    Saul, L.K.2
  • 8
    • 63649089799 scopus 로고    scopus 로고
    • Local procrustes for manifold embedding: A measure of embedding quality and embedding algorithms
    • Goldberg, Y., Ritov, Y.: Local procrustes for manifold embedding: a measure of embedding quality and embedding algorithms. Machine learning (2009)
    • (2009) Machine Learning
    • Goldberg, Y.1    Ritov, Y.2
  • 9
    • 0041875228 scopus 로고    scopus 로고
    • Grouping and dimensionality reduction by locally linear embedding
    • Polito, M., Perona, P.: Grouping and dimensionality reduction by locally linear embedding. In: NIPS (2001)
    • (2001) NIPS
    • Polito, M.1    Perona, P.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.