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Volumn , Issue , 2010, Pages 209-219

Bayesian optimization for sensor set selection

Author keywords

Bayesian methods; experimental design; Gaussian processes; global optimization; sampling design; sensor networks; sensor selection; spatial learning

Indexed keywords

BAYESIAN METHODS; EXPERIMENTAL DESIGN; GAUSSIAN PROCESSES; SAMPLING DESIGN; SENSOR SELECTION; SPATIAL LEARNING;

EID: 77954515653     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1791212.1791238     Document Type: Conference Paper
Times cited : (155)

References (14)
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    • Efficient Global Optimization of Expensive Black-Box Functions
    • D. R. Jones, M. Schonlau, and W. J. Welch. Efficient Global Optimization of Expensive Black-Box Functions. Journal of Global Optimization, 13(4):455-492, 1998. (Pubitemid 128507405)
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    • Jones, D.R.1    Schonlau, M.2    Welch, W.J.3
  • 6
    • 41549146576 scopus 로고    scopus 로고
    • Near-optimal sensor placements in Gaussian processes: Theory, efficient algorithms and empirical studies
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    • (2008) The Journal of Machine Learning Research , vol.9 , pp. 235-284
    • Krause, A.1    Singh, A.2    Guestrin, C.3
  • 7
    • 0034843832 scopus 로고    scopus 로고
    • The earth mover's distance is the Mallows distance: Some insights from statistics
    • Citeseer
    • E. Levina and P. Bickel. The earth mover's distance is the Mallows distance: Some insights from statistics. In Proc. ICCV, volume 2, pages 251-256. Citeseer, 2001.
    • (2001) Proc. ICCV , vol.2 , pp. 251-256
    • Levina, E.1    Bickel, P.2
  • 8
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    • Sampling design optimization for spatial functions
    • R. Olea. Sampling design optimization for spatial functions. Mathematical Geology, 16(4):369-392, 1984.
    • (1984) Mathematical Geology , vol.16 , Issue.4 , pp. 369-392
    • Olea, R.1
  • 13
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    • Earth mover's distance as a metric for image retrieval
    • DOI 10.1023/A:1026543900054
    • Y. Rubner, C. Tomasi, and L. Guibas. The earth mover's distance as a metric for image retrieval. International Journal of Computer Vision, 40(2): 99-121, 2000. (Pubitemid 32136368)
    • (2000) International Journal of Computer Vision , vol.40 , Issue.2 , pp. 99-121
    • Rubner, Y.1    Tomasi, C.2    Guibas, L.J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.