5209 search results - page 199 / 1042 » Multiobjective Data Clustering |
111
Voted
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We present a novel unsupervised learning scheme that simultaneously clusters variables of several types (e.g., documents, words and authors) based on pairwise interactions between...
133
click to vote
ISPASS
2006
IEEE
15 years 10 months ago
2006
IEEE
SimPoint is a technique used to pick what parts of the program’s execution to simulate in order to have a complete picture of execution. SimPoint uses data clustering algorithms...
150
click to vote
SIGIR
2004
ACM
15 years 9 months ago
2004
ACM
Organizing Web search results into clusters facilitates users' quick browsing through search results. Traditional clustering techniques are inadequate since they don't g...
137
click to vote
COLT
2003
Springer
15 years 9 months ago
2003
Springer
We propose a new formulation of the clustering problem that differs from previous work in several aspects. First, the goal is to explicitly output a collection of simple and meani...
118
Voted
NIPS
2008
15 years 5 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 ...