[1]
|
Deng M, He Z, Liu Q, et al. Multi-scale approach to mining significant spatial co-location patterns[J]. Transactions in GIS, 2017, 21(5):1023-1039. |
[2]
|
Shekhar S, Huang Y. Co-location Rules Mining:A Summary of Results[C]. Proceedings of the 7th Spatio-temporal Symposium on Databases. 2001. |
[3]
|
Kolasa J, Pickett S T A. Ecological Heterogeneity[M]. Springer New York, 1991. |
[4]
|
Goodchild M F. The fundamental laws of GIScience[C]. Invited talk at University Consortium for Geographic Information Science, University of California, Santa Barbara, 2003. |
[5]
|
Huang Y, Shekhar S, Xiong H. Discovering Colocation Patterns from Spatial Data Sets:A General Approach[J]. IEEE Transactions on Knowledge & Data Engineering, 2004, 16(12):1472-1485. |
[6]
|
Yoo J S, Shekhar S, Smith J, et al. A Partial Join Approach for Mining Co-location Patterns[C]. Proceedings of the 12th annual ACM international workshop on Geographic information systems. ACM, 2004:241-249. |
[7]
|
Yoo J S, Shekhar S. A Joinless Approach for Mining Spatial Colocation Patterns[M]. IEEE Educational Activities Department, 2006. |
[8]
|
Xiao X, Xie X, Luo Q, et al. Density Based Co-location Pattern Discovery[C]. Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems. ACM, 2008:29. |
[9]
|
Barua S, Sander J. Mining Statistically Significant Co-location and Segregation Patterns[J]. IEEE Transactions on Knowledge & Data Engineering, 2014, 26(5):1185-1199. |
[10]
|
Celik M, Kang J M, Shekhar S. Zonal Co-location Pattern Discovery with Dynamic Parameters[J]. Seventh IEEE International Conference on Data Mining, 2007:433-438. |
[11]
|
Eick C F, Parmar R, Ding W, et al. Finding Regional Co-location Patterns for Sets of Continuous Variables in Spatial Datasets[C]. ACM Sigspatial International Conference on Advances in Geographic Information Systems. ACM, 2008:20-193. |
[12]
|
Qian F, Chiew K, He Q, et al. Mining Regional Co-location Patterns with kNNG[J]. Journal of Intelligent Information Systems, 2014, 42(3):485-505. |
[13]
|
Wang S, Huang Y, Wang X S. Regional Co-locations of Arbitrary Shapes[C]. International Conference on Advances in Spatial and Temporal Databases. 2013:19-37. |
[14]
|
Okabe A, Sugihara K. Spatial Analysis along Networks:Statistical and Computational Methods[M]. Wiley, 2012. |
[15]
|
Xie Z, Yan J. Kernel Density Estimation of traffic accidents in a network space[J]. Computers Environment & Urban Systems, 2008, 32(5):396-406. |
[16]
|
Shiode S. Street-level Spatial Scan Statistic and STAC for Analysing Street Crime Concentrations.[J]. Transactions in GIS, 2011, 15(3):365-383. |
[17]
|
Yu W. Spatial Co-location Pattern Mining for Location-based Services in Road Networks[J]. Expert Systems with Applications, 2016, 46:324-335. |
[18]
|
Cai J, Deng M, Liu Q, He Z, et al. Nonparametric Significance Test for Discovery of Network-Constrained Spatial Colocation Patterns[J]. Geographical analysis, 2019, 51(1):3-22. |
[19]
|
M. Kulldorff. 1997. A spatial scan statistic[J]. Communications in Statistics:Theory and Methods 26(6), 1481-1496. |
[20]
|
Paloheimo J E. A Spatial Bivariate Poisson Distribution[J]. Biometrika, 1972, 59(2):489-492. |
[21]
|
Babaei A, Jabbari B. Distance Distribution of Bivariate Poisson Network Nodes[J]. IEEE Communications Letters, 2010, 14(9):0-850. |
[22]
|
Dimitris Karlis. An EM Algorithm for Multivariate Poisson Distribution and Related Models[J]. Journal of Applied Statistics, 2010, 30(1):63-77. |