Spatial weighted outlier detection

Proceedings of the Sixth SIAM International Conference on Data Mining

Volumn 2006, Issue , 2006, Pages 614-618

  Kou, Yufeng ^a   Lu, Chang Tien ^a   Chen, Bechang ^b  

^a VIRGINIA POLYTECHNIC INSTITUTE AND STATE UNIVERSITY   (United States)

^b UNIFORMED SERVICES UNIVERSITY OF THE HEALTH SCIENCES   (United States)

Author keywords

Algorithm; Spatial Data Mining; Spatial Outlier Detection

Indexed keywords

ABSTRACTING; ALGORITHMS; COMPUTATIONAL METHODS; DATA STRUCTURES; FEATURE EXTRACTION; INFORMATION RETRIEVAL; OBJECT ORIENTED PROGRAMMING;

ISOLATED POINTS; SPATIAL DATA MINING; SPATIAL OBJECTS; SPATIAL OUTLIER DETECTION;

DATA MINING;

EID: 33745437094     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1137/1.9781611972764.71     Document Type: Conference Paper

References (12)

1. N. R. Adam, V. P. Janeja, and V. Atluri. Neighborhood based detection of anomalies in high dimensional spatio-temporal sensor datasets. In Proceedings of the 2004 ACM symposium on Applied computing, pages 576-583, 2004.
2. V. Barnett and T. Lewis. Outliers in Statistical Data. John Wiley, New York, 1994.
3. T. Cheng and Z. Li. A hybrid approach to detect spatial-temporal outliers. In Proc. of the 12th International Conference on Geoinformatics, pages 173-178, 2004.
4. R. Haining. Spatial Data Analysis in the Social and Environmental Sciences. Cambridge University Press, 1993.
5. J. Haslett, R. Brandley, P. Craig, A. Unwin, and G. Wills. Dynamic Graphics for Exploring Spatial Data With Application to Locating Global and Local Anomalies. The American Statistician, 45:234-242, 1991.
6. C.-T. Lu, D. Chen, and Y. Kou. Algorithms for spatial outlier detection. In Proc. of the 3rd IEEE International Conference on Data Mining, 2003.
7. A. Luc. Local indicators of spatial association: Lisa. Geographical Analysis, 27(2):93-115, 1995.
8. Y. Panatier. VARIOWIN: Software for Spatial Data Analysis in 2D. Springer-Verlag, New York, 1996.
9. S. Shekhar, C. Lu, and P. Zhang. A unified approach to detecting spatial outliers. GeoInformatica, 7(2): 139-166, 2003.
10. S. Shekhar, C.-T. Lu, and P. Zhang. Detecting graph-based spatial outliers: algorithms and applications. In Proc. of the 7th International Conference on KDD, 2001.
11. W. Tobler. Cellular geography. In Philosophy in Geography, pages 379-386. Dordrecht Reidel Publishing Company, 1979.
12. J. Zhao, C.-T. Lu, and Y. Kou. Detecting region outliers in meteorological data. In Proc. of the 11th ACM-GIS, pages 49-55, 2003.