A novel spatio-temporal clustering approach by process similarity

6th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2009

Volumn 5, Issue , 2009, Pages 150-154

  Lin, Fan ^a   Xie, Kunqing ^a   Song, Guojie ^a   Wu, Tianshu ^a  

^a Peking University   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER METHOD; CLUSTERING METHODS; DATA SETS; DOMAIN KNOWLEDGE; HIGH DIMENSIONALITY; REFINEMENT STRATEGY; SIMILARITY MEASUREMENTS; SPATIAL PROXIMITY; SPATIAL TEMPORALS; SPATIAL-TEMPORAL DATA; SPATIO-TEMPORAL CLUSTERING; SPATIO-TEMPORAL DATA; TEMPORAL DATA; TIGHT CLUSTERING; TIME STAMPS; TRADITIONAL CLUSTERING;

FUZZY SYSTEMS;

EARTH SCIENCES;

EID: 76549085176     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FSKD.2009.584     Document Type: Conference Paper

References (8)

1. Clustering Algorithms for Spatial Databases: A Survey. Erica Kolatch.http://www.cs.umd.edu/ kolatch/papers/SpatialClustering.pdf
2. Lizheng Jiang. Study on the Methods of Correlation Pattern Mining(In Chinese). Peking University Doctoral Dissertation, 2007.
3. A. K. Jain and R. C. Dubes. Algorithms for Clustering Data. Prentice Hall, Englewood Cliffs, New Jersey, March 1988.
4. Ester, Martin, Hans-Peter Kriegel, Jörg Sander and Xiaowei Xu. (1996). A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. Proceedings of the 2nd International Conference on Knowledge Discovery and Data Mining (KDD-96). Portland, Oregon, August 1996.
5. Levent Ertoz,Michael Steinbach, Vipin Kumar. Finding Clusters of Different Sizes, Shapes, and Densities in Noisy, High Dimensional Data. In Proceedings of Third SIAM International Conference on Data Mining, San Francisco, CA, USA, May 2003.
6. Rafael C. Gonzalez and Richard E.Woods. Digital image processing. Addison Wessley Publishing Company, 1992.
7. W. R. Tobler. Cellular Geography, Philosophy in Geography. Gale and Olsson, Eds., Dordrecht, Reidel, 1979.
8. Mitchell, T.D., Carter, T.R., Jones, P.D., Hulme,M., New, M., 2003: A comprehensive set of high-resolution grids of monthly climate for Europe and the globe: the observed record (1901-2000) and 16 scenarios (2001-2100). Journal of Climate: submitted.