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author:

Gan, Jiansheng (Gan, Jiansheng.) [1] | Pan, Yan (Pan, Yan.) [2] (Scholars:潘琰) | Li, Meijuan (Li, Meijuan.) [3]

Indexed by:

CPCI-S EI Scopus

Abstract:

The accuracy of spatial interpretation is close relation to the selection of spatial model. Each model has its own advantage or disadvantage. A more accurate spatial interpretation model can be obtained by a linear combination of some models. In this study, first-order spatial autoregressive interpretation (SARI(1)) model, Kriging algorithm interpretation (KAI) model and back-propagation neural network interpretation (BPNNI) model are established by using cross-section data or time series data. A spatial linear combination interpretation (SLCI) model is constructed by the results of these models. The weights of SLCI model obtained by spatial drift. An empirical research is carried out with interpretation some areas' GDP per capita in Fujian, 2003. It is found that the best one is the SLCI model.

Keyword:

BPNNI model KAI model SARI(1) model SLCI model Spatial autocorrelation

Community:

  • [ 1 ] [Gan, Jiansheng]Fuzhou Univ, Sch Management, Fuzhou 350002, Fujian, Peoples R China
  • [ 2 ] [Pan, Yan]Fuzhou Univ, Sch Management, Fuzhou 350002, Fujian, Peoples R China
  • [ 3 ] [Li, Meijuan]Fuzhou Univ, Sch Management, Fuzhou 350002, Fujian, Peoples R China

Reprint 's Address:

  • 甘健胜

    [Gan, Jiansheng]Fuzhou Univ, Sch Management, Fuzhou 350002, Fujian, Peoples R China

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Source :

2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6

Year: 2008

Page: 2838-2842

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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