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Volumn , Issue , 2008, Pages 109-120

Towards real-time information processing of sensor network data using computationally efficient multi-output Gaussian processes

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER NETWORKS; DATA PROCESSING; FORECASTING; GAUSSIAN DISTRIBUTION; GAUSSIAN NOISE (ELECTRONIC); KNOWLEDGE ACQUISITION; TRELLIS CODES;

EID: 51249108949     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IPSN.2008.25     Document Type: Conference Paper
Times cited : (134)

References (23)
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    • P. Abrahamsen. A review of Gaussian random fields and correlation functions. Technical Report 917, Norwegian Computing Center, Box 114, Blindern, N-0314 Oslo, Norway, 1997. 2nd edition.
    • Abrahamsen, P.1
  • 7
    • 33748488864 scopus 로고    scopus 로고
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    • J. K. Hart and K. Martinez. Environmental Sensor Networks: A revolution in the earth system science? EarthScience Reviews, 78:177-191, 2006.
    • (2006) EarthScience Reviews , vol.78 , pp. 177-191
    • Hart, J.K.1    Martinez, K.2
  • 8
    • 84867040604 scopus 로고    scopus 로고
    • A. Girard, C. Rasmussen, J. Candela, and R. Murray-Smith. Gaussian process priors with uncertain inputs - application to multiple-step ahead time series forecasting. In Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA. 2003.
    • A. Girard, C. Rasmussen, J. Candela, and R. Murray-Smith. Gaussian process priors with uncertain inputs - application to multiple-step ahead time series forecasting. In Advances in Neural Information Processing Systems 16. MIT Press, Cambridge, MA. 2003.
  • 13
    • 63749089324 scopus 로고    scopus 로고
    • Citysense: A vision for an urban-scale wireless networking testbed
    • Technical Report TR-13-07, Harvard University, September
    • R. Murty, A. Gosain, M. Tierney, A. Brody, A. Fahad, J. Bers, and M. Welsh. Citysense: A vision for an urban-scale wireless networking testbed. Technical Report TR-13-07, Harvard University, September 2007.
    • (2007)
    • Murty, R.1    Gosain, A.2    Tierney, M.3    Brody, A.4    Fahad, A.5    Bers, J.6    Welsh, M.7
  • 14
    • 0013521749 scopus 로고
    • Monte Carlo is fundamentally unsound
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    • (1987) The Statistician , vol.36 , pp. 247-249
    • O'Hagan, A.1
  • 15
    • 49149117453 scopus 로고    scopus 로고
    • Gaussian processes for prediction
    • Technical Report PARG-07-01. Available at, University of Oxford, September
    • M.A. Osborne and S. J. Roberts. Gaussian processes for prediction. Technical Report PARG-07-01. Available at www.robots.ox.ac.uk/~parg/ publications.html, University of Oxford, September 2007.
    • (2007)
    • Osborne, M.A.1    Roberts, S.J.2
  • 16
    • 21444460810 scopus 로고    scopus 로고
    • Unconstrained parameterizations for variance-covariance matrices
    • J. Pinheiro and D. Bates. Unconstrained parameterizations for variance-covariance matrices. Statistics and Computing, 6:289-296, 1996.
    • (1996) Statistics and Computing , vol.6 , pp. 289-296
    • Pinheiro, J.1    Bates, D.2
  • 23
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    • The MathWorks. MATLAB R2007a, 2007. Natick, MA.
    • The MathWorks. MATLAB R2007a, 2007. Natick, MA.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.