227 search results - page 6 / 46 » Identifying and Generating Easy Sets of Constraints for Clus... |
ICDM
2010
IEEE
14 years 7 months ago
2010
IEEE
Abstract--The Affinity Propagation (AP) clustering algorithm proposed by Frey and Dueck (2007) provides an understandable, nearly optimal summary of a data set. However, it suffers...
ICDM
2002
IEEE
15 years 2 months ago
2002
IEEE
Proceedings of IEEE Data Mining, IEEE Press, pp. 581-584, 2002. We describe an interactive way to generate a set of clusters for a given data set. The clustering is done by constr...
PPSN
2004
Springer
15 years 3 months ago
2004
Springer
Abstract. This paper introduces a generator that creates problem instances for the Euclidean symmetric travelling salesman problem. To fit real world problems, we look at maps con...
AI
2007
Springer
15 years 3 months ago
2007
Springer
Abstract. Large document collections, such as those delivered by Internet search engines, are difficult and time-consuming for users to read and analyse. The detection of common an...
PAKDD
2007
ACM
15 years 3 months ago
2007
ACM
Abstract. Noise significantly affects cluster quality. Conventional clustering methods hardly detect clusters in a data set containing a large amount of noise. Projected clusterin...