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Volumn 4702 LNAI, Issue , 2007, Pages 248-264

IKNN: Informative K-nearest neighbor pattern classification

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; DECISION THEORY; PARAMETER ESTIMATION; QUERY PROCESSING; SCALABILITY; UBIQUITOUS COMPUTING;

EID: 38049101112     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: None     Document Type: Conference Paper
Times cited : (106)

References (14)
  • 1
    • 24644455294 scopus 로고    scopus 로고
    • Efficient nearest neighbor classification using a cascade of approximate similarity measures. In: CVPR '05
    • Washington, DC, USA
    • Athitsos, V., Alon, J., Sclaroff, S.: Efficient nearest neighbor classification using a cascade of approximate similarity measures. In: CVPR '05, pp. 486-493. IEEE Computer Society, Washington, DC, USA (2005)
    • (2005) IEEE Computer Society , pp. 486-493
    • Athitsos, V.1    Alon, J.2    Sclaroff, S.3
  • 2
    • 85114712512 scopus 로고    scopus 로고
    • Boosting nearest neighbor classifiers for multiclass recognition
    • Washington, DC, USA
    • Athitsos, V., Sclaroff, S.: Boosting nearest neighbor classifiers for multiclass recognition. In: CVPR '05, IEEE Computer Society, Washington, DC, USA (2005)
    • (2005) CVPR '05, IEEE Computer Society
    • Athitsos, V.1    Sclaroff, S.2
  • 5
    • 0010442827 scopus 로고    scopus 로고
    • On the algorithmic implementation of multiclass kernelbased vector machines
    • Crammer, K., Singer, Y.: On the algorithmic implementation of multiclass kernelbased vector machines. J. Mach. Learn. Res. 2, 265-292 (2002)
    • (2002) J. Mach. Learn. Res , vol.2 , pp. 265-292
    • Crammer, K.1    Singer, Y.2
  • 7
    • 0004067283 scopus 로고
    • Flexible metric nearest neighbor classification
    • Stanford university statistics department
    • Friedman, J.: Flexible metric nearest neighbor classification, technical report 113, Stanford university statistics department (1994)
    • (1994) technical report , vol.113
    • Friedman, J.1
  • 9
  • 10
    • 84974695987 scopus 로고    scopus 로고
    • Toward an explanatory similarity measure for nearest-neighbor classification
    • London, UK, pp, Springer-Verlag, Heidelberg
    • Latourrette, M.: Toward an explanatory similarity measure for nearest-neighbor classification. In: ECML '00: Proceedings of the 11th European Conference on Machine Learning, London, UK, pp. 238-245. Springer-Verlag, Heidelberg (2000)
    • (2000) ECML '00: Proceedings of the 11th European Conference on Machine Learning , pp. 238-245
    • Latourrette, M.1
  • 11
    • 0035683371 scopus 로고    scopus 로고
    • LDA/SVM driven nearest neighbor classification. In: CVPR '01
    • Los Alamitos, CA, USA
    • Peng, J., Heisterkamp, D.R., Dai, H.K.: LDA/SVM driven nearest neighbor classification. In: CVPR '01, p. 58. IEEE Computer Society, Los Alamitos, CA, USA (2001)
    • (2001) IEEE Computer Society , pp. 58
    • Peng, J.1    Heisterkamp, D.R.2    Dai, H.K.3
  • 12
    • 0031633979 scopus 로고    scopus 로고
    • Schapire, R.E., Singer, Y.: Improved boosting algorithms using confidence-rated predictions. In: COLT' 98, pp. 80-91. ACM Press, New York (1998)
    • Schapire, R.E., Singer, Y.: Improved boosting algorithms using confidence-rated predictions. In: COLT' 98, pp. 80-91. ACM Press, New York (1998)
  • 13
    • 33749257955 scopus 로고    scopus 로고
    • Weinberger, K.Q., Blitzer, J., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. In: NIPS (2005)
    • Weinberger, K.Q., Blitzer, J., Saul, L.K.: Distance metric learning for large margin nearest neighbor classification. In: NIPS (2005)
  • 14
    • 56749125193 scopus 로고    scopus 로고
    • Discriminative nearest neighbor classification for visual category recognition. In: CVPR '06
    • Los Alamitos, CA, USA
    • Zhang, H., Berg, A.C., Maire, M., Svm-knn, J.M.: Discriminative nearest neighbor classification for visual category recognition. In: CVPR '06, pp. 2126-2136. IEEE Computer Society, Los Alamitos, CA, USA (2006)
    • (2006) IEEE Computer Society , pp. 2126-2136
    • Zhang, H.1    Berg, A.C.2    Maire, M.3    Svm-knn, J.M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.