Efficient density-based clustering of complex objects

Proceedings - Fourth IEEE International Conference on Data Mining, ICDM 2004

Volumn , Issue , 2004, Pages 43-50

  Brecheisen, Stefan ^a   Kriegel, Hans Peter ^a   Pfeifle, Martin ^a  

^a UNIVERSITY OF MUNICH   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

CAD DRAWINGS; CLUSTERING ALGORITHM; DATA SETS; QUERY PROCESSING;

ALGORITHMS; COMPUTER AIDED DESIGN; DATABASE SYSTEMS; PROBLEM SOLVING; WORLD WIDE WEB; XML;

DATA MINING;

EID: 19544381705     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2004.10082     Document Type: Conference Paper

References (14)

1. Ankerst M., Breunig M., Kriegel H.-P., Sander J.: OPTICS: Ordering Points To Identify the Clustering Structure. SIGMOD'99, pp. 49-60.
2. Agrawal R., Faloutsos C., Swami A. Efficient Similarity Search in Sequence Databases. FODO'93, pp. 69-84.
3. Böhm C., Braunmüller B., Breunig M., Kriegel H.-P.: High Performance Clustering Based on the Similarity Join. CIKM'00, pp. 298-313.
4. Braunmüller B., Ester M., Kriegel H.-P., Sander J.: Efficiently Supporting Multiple Similarity Queries for Mining in Metric Databases. ICDE'00, pp. 256-267.
5. Chávez E., Navarro G., Baeza-Yates R., Marroquín J.: Searching in Metric Spaces. ACM Computing Surveys 33(3): pp. 273-321, 2001.
6. Ciaccia P., Patella M., Zezula P.: M-tree: An Efficient Access Method for Similarity Search in Metric Spaces.VLDB'97, pp. 426-435.
7. Ester M., Kriegel H.-P., Sander J., Xu X.: A Density-Based Algorithm for Discovering Clusters in Large Spatial Data-bases with Noise. KDD'96, pp. 226-231.
8. Fonseca M. J., Jorge J. A.: Indexing High-Dimensional Data for Content-Based Retrieval in Large Databases. DASFAA'03, pp. 267-274.
9. Gaede V., Günther O.: Multidimensional Access Methods. ACM Computing Surveys 30(2), pp. 170-231, 1998.
10. Guttman A.: R-trees: A Dynamic Index Structure for Spatial Searching. SIGMOD'84, pp. 47-57.
11. Jain A. K., Dubes R. C.: Algorithms for Clustering Data, Prentice-Hall, 1988.
12. Kriegel H.-P., Brecheisen S., Kröger P., Pfeifle M., Schubert M.: Using Sets of Feature Vectors for Similarity Search on Voxelized CAD Objects. SIGMOD'03, pp. 587-598.
13. Kriegel H.-P., Kröger P., Mashael Z., Pfeifle M., Pötke M., Seidl T.: Effective Similarity Search on Voxelized CAD Objects. DASFAA'03, pp. 27-36.
14. Kriegel H.-P., S. Schönauer S.: Similarity search in structured data. DAWAK'03, pp. 309-319.