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Volumn 2, Issue , 2007, Pages 1650-1654

Near-optimal observation selection using submodular functions

Author keywords

[No Author keywords available]

Indexed keywords

MONITORING ENVIRONMENTAL PHENOMENA; NEAR OPTIMAL OBSERVATION; SUBMODULARITY PROPERTY; WATER DISTRIBUTION NETWORKS;

EID: 36349024290     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (188)

References (20)
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    • Chekuri, C., and Pal, M. 2005. A recursive greedy algorithm for walks in directed graphs. In FOCS, 245-253.
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    • Near-optimal sensor placements in Gaussian processes
    • Guestrin, C.; Krause, A.; and Singh, A. 2005. Near-optimal sensor placements in Gaussian processes. In ICML.
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    • Guestrin, C.1    Krause, A.2    Singh, A.3
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    • Batch mode active learning and its application to medical image classification
    • Hoi, S. C. H.; Jin, R.; Zhu, J.; and Lyu, M. R. 2006. Batch mode active learning and its application to medical image classification. In ICML.
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    • Hoi, S.C.H.1    Jin, R.2    Zhu, J.3    Lyu, M.R.4
  • 7
    • 33747172362 scopus 로고    scopus 로고
    • Maximizing the spread of influence through a social network
    • Kempe, D.; Kleinberg, J.; and Tardos, E. 2003. Maximizing the spread of influence through a social network. In KDD.
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  • 8
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    • Krause, A., and Guestrin, C. 2005a. A note on the budgeted maximization of submodular functions. Technical report, CMU-CALD-05-103.
    • (2005)
    • Krause, A.1    Guestrin, C.2
  • 9
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    • Optimal nonmyopic value of information in graphical models - efficient algorithms and theoretical limits
    • Krause, A., and Guestrin, C. 2005b. Optimal nonmyopic value of information in graphical models - efficient algorithms and theoretical limits. In Proc. of IJCAI.
    • (2005) Proc. of IJCAI
    • Krause, A.1    Guestrin, C.2
  • 10
    • 67650691734 scopus 로고    scopus 로고
    • Near-optimal value of information in graphical models
    • Krause, A., and Guestrin, C. 2005c. Near-optimal value of information in graphical models. In UAI.
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  • 11
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    • Near-optimal sensor placements: Maximizing information while minimizing communication cost
    • Krause, A.; Guestrin, C.; Gupta, A.; and Kleinberg, J. 2006. Near-optimal sensor placements: Maximizing information while minimizing communication cost. In IPSN.
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    • An analysis of the approximations for maximizing submodular set functions
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.