25041 search results - page 66 / 5009 » Algorithms for Clustering Data |
175
click to vote
ICML
2000
IEEE
16 years 6 months ago
2000
IEEE
Clustering algorithms conduct a search through the space of possible organizations of a data set. In this paper, we propose two types of instance-level clustering constraints ? mu...
143
click to vote
OSDI
2008
ACM
16 years 6 months ago
2008
ACM
We pose partitioning a b-bit Internet Protocol (IP) address space as a supervised learning task. Given (IP, property) labeled training data, we develop an IP-specific clustering a...
171
click to vote
KDD
1999
ACM
15 years 10 months ago
1999
ACM
Clustering is an important data mining problem. Most of the earlier work on clustering focussed on numeric attributes which have a natural ordering on their attribute values. Rece...
156
click to vote
CEC
2005
IEEE
15 years 11 months ago
2005
IEEE
In previous work, we have proposed a novel approach to data clustering based on the explicit optimization of a partitioning with respect to two complementary clustering objectives ...
140
click to vote
NIPS
2008
15 years 7 months ago
2008
A novel center-based clustering algorithm is proposed in this paper. We first formulate clustering as an NP-hard linear integer program and we then use linear programming and the ...