5096 search results - page 181 / 1020 » Landscape of Clustering Algorithms |
149
click to vote
KDD
2009
ACM
16 years 5 months ago
2009
ACM
The aim of data mining is to find novel and actionable insights in data. However, most algorithms typically just find a single (possibly non-novel/actionable) interpretation of th...
154
click to vote
KDD
2004
ACM
16 years 5 months ago
2004
ACM
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
184
click to vote
AIRS
2004
Springer
15 years 10 months ago
2004
Springer
This paper presents a cluster-based text categorization system which uses class distributional clustering of words. We propose a new clustering model which considers the global in...
183
click to vote
APNOMS
2006
Springer
15 years 8 months ago
2006
Springer
Setting up an IDS architecture on ad-hoc network is hard because it is not easy to find suitable locations to setup IDS's. One way is to divide the network into a set of clust...
131
click to vote
SIGIR
2008
ACM
15 years 5 months ago
2008
ACM
With a growing number of works utilizing link information in enhancing document clustering, it becomes necessary to make a comparative evaluation of the impacts of different link ...