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Volumn , Issue , 2008, Pages 112-116

Distributed regression in sensor networks with a reduced-order Kernel model

Author keywords

[No Author keywords available]

Indexed keywords

GRADIENT DESCENT; KERNEL MODELS; KERNEL REGRESSION METHOD; MODEL ORDER; PHYSICAL PHENOMENA; REDUCED ORDER; REDUCED ORDER MODELS; SPARSE REPRESENTATION; SPATIAL TEMPERATURE DISTRIBUTION; TEMPERATURE FIELD;

EID: 67249102503     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GLOCOM.2008.ECP.29     Document Type: Conference Paper
Times cited : (22)

References (19)
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    • (2006) IEEE/ACM Trans. Netw , vol.14 , Issue.2 , pp. 316-329
    • Vuran, M.C.1    Akyildiz, I.F.2
  • 6
    • 33746371214 scopus 로고    scopus 로고
    • A kernel-based learning approach to ad hoc sensor network localization
    • X. Nguyen, M. I. Jordan, and B. Sinopoli, "A kernel-based learning approach to ad hoc sensor network localization," ACM Trans. Sen. Netw., vol. 1, no. 1, pp. 134-152, 2005.
    • (2005) ACM Trans. Sen. Netw , vol.1 , Issue.1 , pp. 134-152
    • Nguyen, X.1    Jordan, M.I.2    Sinopoli, B.3
  • 7
    • 27744572442 scopus 로고    scopus 로고
    • Nonparametric decentralized detection using kernel methods
    • X. Nguyen, M. J. Wainwright, and M. I. Jordan, "Nonparametric decentralized detection using kernel methods," IEEE Trans. Signal Processing, vol. 53, pp. 4053-4066, 2005.
    • (2005) IEEE Trans. Signal Processing , vol.53 , pp. 4053-4066
    • Nguyen, X.1    Wainwright, M.J.2    Jordan, M.I.3
  • 8
    • 50949091440 scopus 로고    scopus 로고
    • Distributed bayesian fault diagnosis in collaborative wireless sensor networks
    • San Francisco, USA, November, in press
    • H. Snoussi and C. Richard, "Distributed bayesian fault diagnosis in collaborative wireless sensor networks," in Proc. IEEE Globecom,San Francisco, USA, November 2006, in press.
    • (2006) Proc. IEEE Globecom
    • Snoussi, H.1    Richard, C.2
  • 13
    • 5444237123 scopus 로고    scopus 로고
    • Greed is good: Algorithmic results for sparse approximation
    • J. A. Tropp, "Greed is good: algorithmic results for sparse approximation," IEEE Trans. Information Theory, vol. 50, pp. 2231-2242, 2004.
    • (2004) IEEE Trans. Information Theory , vol.50 , pp. 2231-2242
    • Tropp, J.A.1
  • 14
    • 33645712892 scopus 로고    scopus 로고
    • Compressed sensing
    • D. L. Donoho, "Compressed sensing," IEEE Trans. Info. Theory, vol. 52, no. 4, pp. 1289-1306, 2006.
    • (2006) IEEE Trans. Info. Theory , vol.52 , Issue.4 , pp. 1289-1306
    • Donoho, D.L.1
  • 15
    • 67249116164 scopus 로고    scopus 로고
    • L. Hoegaerts, Eigenspace methods and subset selection in kernel based learning, PhD thesis, Faculty of Engineering, K.U.Leuven, Leuven, Belgium, Jun. 2005.
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  • 17
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    • G. Baudat and F. Anouar, Kernel-based methods and function approximation, in In International Joint Conference on Neural Networks (IJCNN), 5, Washington, DC, USA, July 2001, pp. 1244-1249.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.