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Volumn 20, Issue 2, 2006, Pages 153-168

A new approach to the nearest-neighbour method to discover cluster features in overlaid spatial point processes

Author keywords

Cluster; Feature; Nearest neighbour; Noise; Poisson process; Spatial data mining; Spatial point process

Indexed keywords

DATA MINING; GIS; NEAREST NEIGHBOR ANALYSIS; SPATIAL DATA;

EID: 31744450760     PISSN: 13658816     EISSN: 13623087     Source Type: Journal    
DOI: 10.1080/13658810500399654     Document Type: Article
Times cited : (46)

References (31)
  • 1
    • 0031321071 scopus 로고    scopus 로고
    • Nonparametric maximun likelihood Estimation of features in spatial point process using Voronoi tessellation
    • Allard, D. and Fraley, C. (1997) Nonparametric maximun likelihood Estimation of features in spatial point process using Voronoi tessellation. Journal of the American Statistical Association, 92, pp. 1485 - 1493.
    • (1997) Journal of the American Statistical Association , vol.92 , pp. 1485-1493
    • Allard, D.1    Fraley, C.2
  • 3
    • 0027453616 scopus 로고
    • Model Based Gaussian and non-Gaussian clustering
    • Banfield, J. D. and Raftery, A. E. (1993) Model Based Gaussian and non-Gaussian clustering. Biometrics, 49, pp. 803 - 821.
    • (1993) Biometrics , vol.49 , pp. 803-821
    • Banfield, J.D.1    Raftery, A.E.2
  • 5
    • 31744448405 scopus 로고    scopus 로고
    • A variable resolution approach to cluster discovery in spatial data mining
    • Brimicombe, A. J. (2003) A variable resolution approach to cluster discovery in spatial data mining. Lecture Notes in Computer Science, 2669, pp. 1 - 11.
    • (2003) Lecture Notes in Computer Science , vol.2669 , pp. 1-11
    • Brimicombe, A.J.1
  • 6
    • 0032375671 scopus 로고    scopus 로고
    • Nearest-neighbor clutter removal for estimating features in spatial point processes
    • Byers, S. and Raftery, A. E. (1998) Nearest-neighbor clutter removal for estimating features in spatial point processes. Journal of the American Statistical Association, 93, pp. 557 - 584.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 557-584
    • Byers, S.1    Raftery, A.E.2
  • 7
  • 8
    • 0032735103 scopus 로고    scopus 로고
    • Pattern characteristics of foreshock sequences
    • Chen, Y. and Liu, J. and Ge, H. K. (1999) Pattern characteristics of foreshock sequences. Pure and Applied Geophysics, 155, pp. 395 - 408.
    • (1999) Pure and Applied Geophysics , vol.155 , pp. 395-408
    • Chen, Y.1    Liu, J.2    Ge, H.K.3
  • 9
    • 31744446167 scopus 로고    scopus 로고
    • China Seismograph Network Data Management Center Available online at: (accessed 2005)
    • China Seismograph Network Data Management Center. 2004. China Seismograph Network (CSN) Catalog. Available online at: http://www.csndmc.ac.cn (accessed 2005)
    • (2004) China Seismograph Network (CSN) Catalog
  • 10
    • 0032337237 scopus 로고    scopus 로고
    • Detecting features in spatial point processes with clutter via model-based clustering
    • Dasgupta, A. and Raftery, A. E. (1998) Detecting features in spatial point processes with clutter via model-based clustering. Journal of the American Statistical Association, 93, pp. 294 - 302.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 294-302
    • Dasgupta, A.1    Raftery, A.E.2
  • 12
    • 31744438406 scopus 로고
    • Characteristics of early background seismicity and predictive of strong earthquake risk region with M≥7
    • (in Chinese)
    • Diao, S. Z. and Guo, A. X. and Wang, W. H. (1994) Characteristics of early background seismicity and predictive of strong earthquake risk region with M≥7. Earthquake Research in Plateau, 6, pp. 40 - 46. (in Chinese)
    • (1994) Earthquake Research in Plateau , vol.6 , pp. 40-46
    • Diao, S.Z.1    Guo, A.X.2    Wang, W.H.3
  • 16
    • 0032269108 scopus 로고    scopus 로고
    • How many cluster? Which clustering method? Answer via model-based cluster analysis
    • Fraley, C. and Raftery, A. E. (1998) How many cluster? Which clustering method? Answer via model-based cluster analysis. Computer Journal, 41, pp. 578 - 588.
    • (1998) Computer Journal , vol.41 , pp. 578-588
    • Fraley, C.1    Raftery, A.E.2
  • 19
    • 0006822630 scopus 로고
    • An assessment about capability and quality of our country earthquake observation network
    • (in Chinese)
    • Jiao, Y. B. and Wu, K. T. and Yang, M. D. (1990) An assessment about capability and quality of our country earthquake observation network. Earthquake Research in China, 6, pp. 1 - 7. (in Chinese)
    • (1990) Earthquake Research in China , vol.6 , pp. 1-7
    • Jiao, Y.B.1    Wu, K.T.2    Yang, M.D.3
  • 20
    • 0030287048 scopus 로고    scopus 로고
    • The Expectation-Maximization algorithm
    • Moon, T. K. (1996) The Expectation-Maximization algorithm. IEEE Signal Processing Magazine, 13, pp. 47 - 60.
    • (1996) IEEE Signal Processing Magazine , vol.13 , pp. 47-60
    • Moon, T.K.1
  • 21
    • 2442711404 scopus 로고    scopus 로고
    • Multi-scale expression of spatial activity anomalies of earthquakes and its indicative significance on the space and time attributes of strong earthquakes
    • Pei, T. and Yang, M. and Zhang, J. S. and Zhou, C. H. and Luo, J. C. and Li, Q. L. (2003) Multi-scale expression of spatial activity anomalies of earthquakes and its indicative significance on the space and time attributes of strong earthquakes. Acta Seismologica Sinica, 3, pp. 292 - 303.
    • (2003) Acta Seismologica Sinica , vol.3 , pp. 292-303
    • Pei, T.1    Yang, M.2    Zhang, J.S.3    Zhou, C.H.4    Luo, J.C.5    Li, Q.L.6
  • 22
    • 0032757168 scopus 로고    scopus 로고
    • Foreshock occurrence rates before large earthquakes worldwide
    • Reasenberg, P. A. (1999) Foreshock occurrence rates before large earthquakes worldwide. Pure and Applied Geophysics, 155, pp. 355 - 379.
    • (1999) Pure and Applied Geophysics , vol.155 , pp. 355-379
    • Reasenberg, P.A.1
  • 23
    • 0034485292 scopus 로고    scopus 로고
    • Foreshock sequence of September 26th, 1997 Umbria-Marche earthquakes
    • Ripepe, M. and Piccinini, D. and Chiaraluce, L. (2000) Foreshock sequence of September 26th, 1997 Umbria-Marche earthquakes. Journal of Seismology, 4, pp. 387 - 399.
    • (2000) Journal of Seismology , vol.4 , pp. 387-399
    • Ripepe, M.1    Piccinini, D.2    Chiaraluce, L.3
  • 24
    • 22044455069 scopus 로고    scopus 로고
    • Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications
    • Sander, J. and Ester, M. and Kriegel, H. P. and Xu, X. W. (1998) Density-based clustering in spatial databases: The algorithm GDBSCAN and its applications. Data Mining and Knowledge Discovery, 2, pp. 169 - 194.
    • (1998) Data Mining and Knowledge Discovery , vol.2 , pp. 169-194
    • Sander, J.1    Ester, M.2    Kriegel, H.P.3    Xu, X.W.4
  • 26
    • 0036704976 scopus 로고    scopus 로고
    • Foreshock and aftershock sequence of the 1998(M 5.0) Sendai, northeastern Japan, earthquake and its implications for earthquake nucleation
    • Umino, N. and Okada, T. and Hasegawa, A. (2002) Foreshock and aftershock sequence of the 1998(M 5.0) Sendai, northeastern Japan, earthquake and its implications for earthquake nucleation. Bulletin of the Seismological Society of America, 92, pp. 2465 - 2477.
    • (2002) Bulletin of the Seismological Society of America , vol.92 , pp. 2465-2477
    • Umino, N.1    Okada, T.2    Hasegawa, A.3
  • 27
    • 2542452689 scopus 로고    scopus 로고
    • Crustal structure beneath the Songpan-Garze orogenic belt
    • Wang, C. Y. and Han, W. B. and Wu, J. P. and Lou, H. and Bai, Z. M. (2003) Crustal structure beneath the Songpan-Garze orogenic belt. Acta Seismologica Sinica, 3, pp. 237 - 250.
    • (2003) Acta Seismologica Sinica , vol.3 , pp. 237-250
    • Wang, C.Y.1    Han, W.B.2    Wu, J.P.3    Lou, H.4    Bai, Z.M.5
  • 29
    • 0034521130 scopus 로고    scopus 로고
    • Is background seismicity produced at a stationary poissonian rate
    • Wyss, M. and Toya, Y. (2000) Is background seismicity produced at a stationary poissonian rate. Bulletin of the Seismological Society of America, 90, pp. 1174 - 1187.
    • (2000) Bulletin of the Seismological Society of America , vol.90 , pp. 1174-1187
    • Wyss, M.1    Toya, Y.2


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