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Volumn , Issue , 2001, Pages 245-250

Random projection in dimensionality reduction: Applications to image and text data

Author keywords

Dimensionality reduction; High dimensional data; Image data; Random projection; Text document data

Indexed keywords

COMPUTATIONAL METHODS; IMAGE ANALYSIS; INFORMATION RETRIEVAL; MATRIX ALGEBRA; VECTORS;

EID: 0035789317     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (1278)

References (28)
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    • Arriaga, R.I.1    Vempala, S.2
  • 10
    • 38249031101 scopus 로고
    • The Johnson-Lindenstrauss lemma and the sphericity of some graphs
    • P. Frankl and H. Maehara. The Johnson-Lindenstrauss lemma and the sphericity of some graphs. Journal of Combinatorial Theory, Ser. B, 44:355-362, 1988.
    • (1988) Journal of Combinatorial Theory, Ser. B , vol.44 , pp. 355-362
    • Frankl, P.1    Maehara, H.2
  • 13
    • 0013003941 scopus 로고
    • Context vectors: General purpose approximate meaning representations self-organized from raw data
    • J.M. Zurada, R.J. Marks II, and C.J. Robinson, editors, IEEE Press
    • R. Hecht-Nielsen. Context vectors: general purpose approximate meaning representations self-organized from raw data. In J.M. Zurada, R.J. Marks II, and C.J. Robinson, editors, Computational Intelligence: Imitating Life, pages 43-56. IEEE Press, 1994.
    • (1994) Computational Intelligence: Imitating Life , pp. 43-56
    • Hecht-Nielsen, R.1
  • 14
    • 0031644241 scopus 로고    scopus 로고
    • Approximate nearest neighbors: Towards removing the curse of dimensionality
    • ACM
    • P. Indyk and R. Motwani. Approximate nearest neighbors: towards removing the curse of dimensionality. In Proc. 30th Symp. on Theory of Computing, pages 604-613. ACM, 1998.
    • (1998) Proc. 30th Symp. on Theory of Computing , pp. 604-613
    • Indyk, P.1    Motwani, R.2
  • 17
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    • Dimensionality reduction by random mapping
    • S. Kaski. Dimensionality reduction by random mapping. In Proc. Int. Joint Conf. on Neural Networks, volume 1, pages 413-418, 1998.
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    • Kaski, S.1
  • 19
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    • Two algorithms for nearest-neighbor search in high dimensions
    • J.M. Kleinberg. Two algorithms for nearest-neighbor search in high dimensions. In Proc. 29th A GM Symp. on Theory of Computing, pages 599-608, 1997.
    • (1997) Proc. 29th A GM Symp. on Theory of Computing , pp. 599-608
    • Kleinberg, J.M.1
  • 20
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    • Indexing audio documents by using latent semantic analysis and SOM
    • E. Oja and S. Kaski, editors, Elsevier
    • M. Kurimo. Indexing audio documents by using latent semantic analysis and SOM. In E. Oja and S. Kaski, editors, Kohonen Maps, pages 363-374. Elsevier, 1999.
    • (1999) Kohonen Maps , pp. 363-374
    • Kurimo, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.